<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    jmf
   </journal-id>
   <journal-title-group>
    <journal-title>
     Journal of Mathematical Finance
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2162-2434
   </issn>
   <issn publication-format="print">
    2162-2442
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/jmf.2025.151006
   </article-id>
   <article-id pub-id-type="publisher-id">
    jmf-140455
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Business 
     </subject>
     <subject>
       Economics, Physics 
     </subject>
     <subject>
       Mathematics
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Is Control Friction Always Hurting Outside Investors? Implications from a Theoretical Study
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Du
      </surname>
      <given-names>
       Du
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aDepartment of Economics and Finance, City University of Hong Kong, Hong Kong, China
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     02
    </day> 
    <month>
     12
    </month>
    <year>
     2024
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    01
   </issue>
   <fpage>
    123
   </fpage>
   <lpage>
    154
   </lpage>
   <history>
    <date date-type="received">
     <day>
      16,
     </day>
     <month>
      November
     </month>
     <year>
      2024
     </year>
    </date>
    <date date-type="published">
     <day>
      7,
     </day>
     <month>
      November
     </month>
     <year>
      2024
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      7,
     </day>
     <month>
      February
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    We analyze the financial and welfare implications of corporate control frictions. Our dynamic stochastic model features control-ownership wedge where outside investors have imperfect control over the decisions of their firm, and a rich opportunity set available to the firm that allows it to trade unconstrainedly in financial markets. The model makes numerous predictions. A deterioration of the protection for outside investors initially depresses but later on raises the firm’s dividend payouts. The firm’s controlling agent exploits the control friction by over-investing and taking more aggressive positions in the stock market. The empire building motive of the controlling agent at a higher degree of control friction may actually drive up the firm valuation. The controlling agent generally gains from a lower degree of investor protection and the implied utility gains are higher for a lower investment risk, a lower degree of risk aversion, and a lower equity risk premium.
   </abstract>
   <kwd-group> 
    <kwd>
     Control Friction
    </kwd> 
    <kwd>
      Control-Ownership Wedge
    </kwd> 
    <kwd>
      Investor Protection
    </kwd> 
    <kwd>
      Asset Allocation
    </kwd> 
    <kwd>
      Dividend Payout
    </kwd> 
    <kwd>
      Welfare Analyses
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>It has been widely documented that for most publicly traded firms around the world, ownership and control often vest with dominant shareholders whose cash flow rights are substantially lower than their control rights (La Porta, Lopez-de-Silanes, and Shleifer <xref ref-type="bibr" rid="scirp.140455-1">
     [1]
    </xref>; Claessens, Djankov, and Lang <xref ref-type="bibr" rid="scirp.140455-2">
     [2]
    </xref>). Under imperfect investor protection<sup>1</sup>, this control-ownership wedge gives rise to the “control friction”—an agency problem between large controlling shareholders and minority shareholders from outside in that a controlling agent may choose activities to her own benefits, which are at the cost of other investors of the firm. While outside investors try to align the incentives of the controlling agent with their own goals through various corporate governance mechanisms, the implied control friction remain a persistent observed phenomenon (see, for example, La Porta, Lopez-de-Silanes, and Shleifer <xref ref-type="bibr" rid="scirp.140455-1">
     [1]
    </xref>, Faccio and Lang <xref ref-type="bibr" rid="scirp.140455-3">
     [3]
    </xref>, Lemmon and Lins <xref ref-type="bibr" rid="scirp.140455-4">
     [4]
    </xref>, and Laeven and Levine <xref ref-type="bibr" rid="scirp.140455-5">
     [5]
    </xref>).</p>
   <p>In this paper, we analyze the financial and welfare effects of control friction in a theoretical setting. Differentiating from previous studies, which usually impose extra constraints on the firm’s opportunity set, we study an entrepreneurial firm which has the full access to capital investment, production, and financial trading. The controlling agent of the firm, sometimes referred to as the controlling shareholder, serves as the firm’s entrepreneur who considers an intertemporal optimization problem by choosing a wide array of firm-level policies to her own benefits. With the unconstrained opportunity set available to the firm, our results show that corporate stealing at the presence of control friction has different temporal impact on the firm’s dividend payouts, which may enhance the valuation of the firm. While the welfare effect of stealing is always negative for outside shareholders, its magnitudes exhibit substantial temporal variations as the firm’s financial status evolves across the time.</p>
   <p>More specifically, we integrate the control-ownership wedge into a dynamic stochastic model featuring asset allocation, consumption, costly business liquidation, and investment-specific shocks. Due to the wedge, the entrepreneur in our setup benefits from a stealing technology that allows her to extract private benefits from the firm when investor protection is imperfect. Put it another way, the entrepreneur at the presence of control friction effectively faces a call-option-like situation in that she enjoys more of the upside but bears less of the downside of her decisions with the firm. Different from previous studies on control friction (e.g., Albuquerque and Wang (AW) <xref ref-type="bibr" rid="scirp.140455-6">
     [6]
    </xref>), the entrepreneur in our setup benefits from both the productivity of the firm-held capital and the risk compensation from the stock market. Simultaneously, she is subject to 1) the productivity shocks; 2) the investment-specific shocks; and 3) the market risks.</p>
   <p>Given the private benefits induced by control friction, the entrepreneur has the incentive to retain her control of the firm for as long as possible. Since firm-level risks cannot be perfectly hedged away, however, the entrepreneur faces the risk of losing all her benefits when the firm is forced into liquidation after a series of bad shocks. These two forces in combination give the entrepreneur a strong empire-building motive under which she cuts dividend payouts, over-invests, and takes a more aggressive position in the stock market. While re-allocating resources from dividend payouts to investment and asset allocation brings about a short-term sacrifice to the outside investors, it leads to higher payouts to all firm agents in the longer term. Financially, this is because the entrepreneur is equipped with an expanded opportunity set which allows her to take unconstrained positions in the stock market. With imperfect investor protection and given a sizable equity risk premium, the entrepreneur’s empire-building motive prompts her to put gains from financial trading back to the stock market which reinforces the value-creation effect from the firm’s asset allocation strategies. Consequently, the firm’s dividend payout, albeit starting at a lower level due to the stealing, grows more rapidly when compared to the case with the perfect investor protection which enables a “long-term gain” for all investors.</p>
   <p>We next examine whether this “shorter-term pain for long-term gain” profile helps enhance the valuation of the firm for outside investors. To our purpose, we first back out the state-dependent internal rate of return (IRR) for the firm by extending the procedure described in Wang, Wang, and Yang (WWY) <xref ref-type="bibr" rid="scirp.140455-7">
     [7]
    </xref> to the case with control friction. Using IRR as the discount rates, we then calculate the valuation of the firm as the present value of its dividend payouts that are obtained from a large sample of simulated firms. We show that firm valuation thus calculated is indeed higher when investor protection is imperfect. This result, with its emphasis on resource re-allocation effect when the entrepreneur is given an ample opportunity set, challenges the conventional wisdom that corporate stealing is always damaging to a firm.</p>
   <p>While a deterioration of investor protection may enhance the firm’s valuation, we show that it always depresses outside shareholders’ welfare. This is because only the first moment information is used for valuing the firm, while higher-order moments also matter for welfare analyses. Indeed, both over-investment and a more aggressive position in the stock market expose the firm to higher volatilities which are disliked by a risk averse agent. For the entrepreneur, the implied negative volatility effect is dominated by the positive cash-flow effect because stealing enables her to consume uniformly more than under the perfect-protection case. In contrast, the volatility effect dominates for an outside investor to whom the cash-flow effect, in the form of “short-term pain for long-term gain”, is much weakened. Consequently, an outside shareholder always suffers welfare losses when the degree of investor protection deteriorates.</p>
   <p>We show that the implied welfare loss by an outside shareholder can be quite large when the firm is in financial distress. Intuitively, when the firm is in a bad financial status, the higher volatility further raises the downside by accelerating the firm’s liquidation which is value-destroying to outside investors because their consumptions relies on the firm. For the same reason, the welfare gain by the entrepreneur drops rapidly when the firm falls into debt. Due to the offsetting cash-flow effect, however, the magnitude of welfare changes, quoted in percentage, is much lower for the entrepreneur when compared to that for an outside investor. Taken together, our results deliver a clear economic message: While enhancing investor protection (to reduce control friction) is indeed preferrable from the perspective of welfare analyses, it is particularly desirable when the firm is in financial distress.</p>
   <p>In summary, we provide a negative answer to the question “Is control friction always hurting outside investors?” In fact, at the presence of control-ownership wedge firm valuation may rise following a deterioration of investor protection. We further show that outside investors’ welfare loss under control friction is particularly large when the firm is in financial distress, whereas the controlling agents’ welfare gain from control friction is lower for a higher investment risk, a higher degree of risk aversion, or a less constrained opportunity set for the firm. These new findings significantly expand the existing studies on control friction (e.g., La Porta, Lopez-de-Silanes, and Shleifer <xref ref-type="bibr" rid="scirp.140455-1">
     [1]
    </xref>; AW <xref ref-type="bibr" rid="scirp.140455-6">
     [6]
    </xref>; Basak, Chabakauri, and Yavuz (BCY) <xref ref-type="bibr" rid="scirp.140455-8">
     [8]
    </xref>).</p>
   <p>Our paper is closely related to the literature that examines the economic and financial effects of control-ownership wedge. Using a two-period model, Shleifer and Wolfenzon <xref ref-type="bibr" rid="scirp.140455-9">
     [9]
    </xref> explains why firms are larger and more valuable with better investor protection. Like our paper, Dow, Gorton, and Krishnamurthy (DGK) <xref ref-type="bibr" rid="scirp.140455-10">
     [10]
    </xref> also examine the impact of managerial empire building motive at the presence of control friction. Their focus, however, is exclusively on over-investment so that the firm is effectively shut out of financial trading. Aslan and Kumar <xref ref-type="bibr" rid="scirp.140455-11">
     [11]
    </xref> present a three-period model in which the endogenous choice of ownership concentration affects the cost of borrowing and the probability of default. BCY <xref ref-type="bibr" rid="scirp.140455-8">
     [8]
    </xref> study the asset pricing implications of the control-ownership wedge when controlling shareholder can endogenously accumulates his control over a firm. For tractability, they adopt a myopic preference so that the controlling shareholder effectively considers a two-period problem for his optimization. None of these studies considers welfare analyses for firm agents which are emphasized in our paper. In addition, all these papers except for DGK focus on models that are (essentially) static. In contrast, our analyses emphasize the critical importance of intertemporally optimal decisions made by the controlling agent which are the key drivers of all our financial and welfare implications.</p>
   <p>Some predictions of model are already confirmed empirically. For example, one key prediction from our model is the resource re-allocation effect which transfers dividend payouts to investment and asset allocation, and this effect is stronger for a lower degree of investor protection. Consistent with this prediction, Fama and French <xref ref-type="bibr" rid="scirp.140455-12">
     [12]
    </xref> show that firm with more investments pay fewer dividends. Duchin et al. <xref ref-type="bibr" rid="scirp.140455-13">
     [13]
    </xref> find that poor corporate governance is associated with larger investments in risky financial assets. Franzoni <xref ref-type="bibr" rid="scirp.140455-14">
     [14]
    </xref> and Chen, Lu, and Sougiannis <xref ref-type="bibr" rid="scirp.140455-15">
     [15]
    </xref> both report that entrepreneurs have stronger empire-building motives when their firms that are subject to more severe agency frictions.</p>
   <p>The remainder of our paper is organized as follows. Section II presents the setup of the model. Section III characterizes the model and Section IV provides its numerical solution. Section V quantitatively analyze the impact of control friction on firm policies (V.A), firm valuation (V.B), and firm agents’ welfare (V.C). Finally, Section VI concludes.</p>
  </sec><sec id="s2">
   <title>2. Model Setup</title>
   <sec id="s2_1">
    <title>2.1. Capital Accumulation and Production</title>
    <p>We assume that the firm’s capital stock 
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         , 
       </mo> 
      </mrow> 
     </math>(2.1)</p>
    <p>where 
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       <msub> 
        <mi>
          I 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> is investment, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
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        </mi> 
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          K 
        </mi> 
       </msub> 
       <mo>
         &gt; 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> is the depreciation rate, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ϵ 
       </mi> 
       <mo>
         &gt; 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> is a volatility parameter; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
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      </mrow> 
     </math> is a standard Brownian motion. Since the firm’s output comes from its capital stock, the specification of (2.1) implies that output fluctuations arise from shocks to the marginal efficiency of investment (Keynes <xref ref-type="bibr" rid="scirp.140455-16">
      [16]
     </xref>), that is, the investment-specific technology shocks. This specification is motivated by the growing literature that emphasizes the important role of investment-specific technology shocks as a source of aggregate volatility (e.g., Greewood, Hercowitz, and Huffman <xref ref-type="bibr" rid="scirp.140455-17">
      [17]
     </xref>; Fisher <xref ref-type="bibr" rid="scirp.140455-18">
      [18]
     </xref>, among others).</p>
    <p>The gross output of the firm over the period 
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     </math> over the same period is thus given by</p>
    <p>
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       </mtext> 
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       </mo> 
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     </math>(2.2)</p>
    <p>where 
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        </mi> 
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     </math> denotes the productivity of the capital; 
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     </math> is the adjustment cost. Motivated by WWY <xref ref-type="bibr" rid="scirp.140455-7">
      [7]
     </xref>, we assume that the firm is subject to productivity shocks in that</p>
    <p>
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    <p>where 
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     </math> is the mean of the productivity shock, and 
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       <msub> 
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      </mrow> 
     </math> is the volatility of the productivity shock. Consistent with Hayashi <xref ref-type="bibr" rid="scirp.140455-19">
      [19]
     </xref>, we assume that the adjustment cost 
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      </mrow> 
     </math> is convex in 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        I 
      </mi> 
     </math> and homogeneous of degree one in 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        I 
      </mi> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math>. Specifically,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         G 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           I 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           K 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mi>
         g 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          i 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mi>
         K 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mi>
           θ 
         </mi> 
         <msup> 
          <mi>
            i 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mn>
          2 
        </mn> 
       </mfrac> 
       <mi>
         K 
       </mi> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.4)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         i 
       </mi> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mi>
          I 
        </mi> 
        <mo>
          / 
        </mo> 
        <mi>
          K 
        </mi> 
       </mrow> 
      </mrow> 
     </math> denotes the investment-capital ratio, and the parameter 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        θ 
      </mi> 
     </math> measures the degree of adjustment cost.</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. The Stealing Technology</title>
    <p>Following Shleifer and Vishny <xref ref-type="bibr" rid="scirp.140455-20">
      [20]
     </xref>, La Porta et al. <xref ref-type="bibr" rid="scirp.140455-21">
      [21]
     </xref>, and the literature on investor protection, we assume that the controlling agent is fully entrenched and has complete control over the firm’s investment and payout policies. More details on how control rights differ from cash flow rights (via dual-class shares, pyramid-ownership structures, cross-ownership, etc.) can be found in Bebchuk, Kraakman, and Triantis <xref ref-type="bibr" rid="scirp.140455-22">
      [22]
     </xref>, La Porta, Lopez-de-Silanes, and Shleifer <xref ref-type="bibr" rid="scirp.140455-23">
      [23]
     </xref>, among others. Throughout the paper, we will use the names “controlling agent”, “entrepreneur”, or “controlling shareholder” interchangeably.</p>
    <p>Building on Johnson et al. <xref ref-type="bibr" rid="scirp.140455-24">
      [24]
     </xref>, La Porta et al. <xref ref-type="bibr" rid="scirp.140455-21">
      [21]
     </xref>, and AW <xref ref-type="bibr" rid="scirp.140455-6">
      [6]
     </xref>, we model private benefits via a stealing technology in that the entrepreneur may “steal” a 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        s 
      </mi> 
     </math>-fraction of the firm’s average output 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
      </mrow> 
     </math>, by incurring a convex cost in the amount of</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         H 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           s 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           A 
         </mi> 
         <mi>
           K 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mi>
          β 
        </mi> 
        <mn>
          2 
        </mn> 
       </mfrac> 
       <msup> 
        <mi>
          s 
        </mi> 
        <mn>
          2 
        </mn> 
       </msup> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.5)</p>
    <p>where the parameter 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math> measures the degree of investor protection. Specifically, a higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math> implies a larger marginal cost 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mi>
         s 
       </mi> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
      </mrow> 
     </math> of diverting cash for private benefits and hence a stronger protection for outside investors. Taking into account 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        s 
      </mi> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         H 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, the entrepreneur’s consumption with the firm is given by</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mi>
         y 
       </mi> 
       <mi>
         D 
       </mi> 
       <mo>
         + 
       </mo> 
       <mi>
         s 
       </mi> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mi>
          β 
        </mi> 
        <mn>
          2 
        </mn> 
       </mfrac> 
       <msup> 
        <mi>
          s 
        </mi> 
        <mn>
          2 
        </mn> 
       </msup> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.6)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        D 
      </mi> 
     </math> denotes the firm’s dividend payout; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mo>
         ∈ 
       </mo> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mn>
           0 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
      </mrow> 
     </math> which denotes the entrepreneur’s cash-flow right with the firm; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         s 
       </mi> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mi>
          β 
        </mi> 
        <mn>
          2 
        </mn> 
       </mfrac> 
       <msup> 
        <mi>
          s 
        </mi> 
        <mn>
          2 
        </mn> 
       </msup> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
      </mrow> 
     </math> denotes her net benefits from stealing.</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Firm Agents’ Preferences</title>
    <p>The entrepreneur has the standard CRRA utility over her consumption as follows:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          E 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mstyle displaystyle="true"> 
          <mrow> 
           <msubsup> 
            <mo>
              ∫ 
            </mo> 
            <mi>
              t 
            </mi> 
            <mi>
              ∞ 
            </mi> 
           </msubsup> 
           <mrow> 
            <mi>
              ζ 
            </mi> 
            <msup> 
             <mtext>
               e 
             </mtext> 
             <mrow> 
              <mo>
                − 
              </mo> 
              <mi>
                ζ 
              </mi> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <mi>
                  v 
                </mi> 
                <mo>
                  − 
                </mo> 
                <mi>
                  t 
                </mi> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
             </mrow> 
            </msup> 
            <mi>
              U 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 C 
               </mi> 
               <mrow> 
                <mn>
                  1 
                </mn> 
                <mo>
                  , 
                </mo> 
                <mi>
                  s 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mtext>
              d 
            </mtext> 
            <mi>
              s 
            </mi> 
           </mrow> 
          </mrow> 
         </mstyle> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(2.7)</p>
    <p>In (2.7), 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ζ 
      </mi> 
     </math> denotes her subjective discount rate;</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         U 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          C 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <msup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           γ 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.8)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         γ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mo>
           &gt; 
         </mo> 
         <mn>
           0 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> denotes the (constant) coefficient of relative risk aversion.</p>
    <p>All outside investors are identical and they have the same preference as the entrepreneur and the preferences are defined on their consumption streams with the firm<sup>2</sup>. Thus, an outside shareholder 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        i 
      </mi> 
     </math>’s utility derived from the firm can be written as:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mo>
           , 
         </mo> 
         <mi>
           t 
         </mi> 
        </mrow> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          E 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mstyle displaystyle="true"> 
          <mrow> 
           <msubsup> 
            <mo>
              ∫ 
            </mo> 
            <mi>
              t 
            </mi> 
            <mi>
              ∞ 
            </mi> 
           </msubsup> 
           <mrow> 
            <mi>
              ζ 
            </mi> 
            <msup> 
             <mtext>
               e 
             </mtext> 
             <mrow> 
              <mo>
                − 
              </mo> 
              <mi>
                ζ 
              </mi> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <mi>
                  v 
                </mi> 
                <mo>
                  − 
                </mo> 
                <mi>
                  t 
                </mi> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
             </mrow> 
            </msup> 
            <mfrac> 
             <mrow> 
              <msup> 
               <mrow> 
                <mrow> 
                 <mo>
                   ( 
                 </mo> 
                 <mrow> 
                  <msubsup> 
                   <mi>
                     C 
                   </mi> 
                   <mrow> 
                    <mn>
                      2 
                    </mn> 
                    <mo>
                      , 
                    </mo> 
                    <mi>
                      s 
                    </mi> 
                   </mrow> 
                   <mi>
                     i 
                   </mi> 
                  </msubsup> 
                 </mrow> 
                 <mo>
                   ) 
                 </mo> 
                </mrow> 
               </mrow> 
               <mrow> 
                <mn>
                  1 
                </mn> 
                <mo>
                  − 
                </mo> 
                <mi>
                  γ 
                </mi> 
               </mrow> 
              </msup> 
             </mrow> 
             <mrow> 
              <mn>
                1 
              </mn> 
              <mo>
                − 
              </mo> 
              <mi>
                γ 
              </mi> 
             </mrow> 
            </mfrac> 
            <mtext>
              d 
            </mtext> 
            <mi>
              s 
            </mi> 
           </mrow> 
          </mrow> 
         </mstyle> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.9)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          C 
        </mi> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mo>
           , 
         </mo> 
         <mi>
           s 
         </mi> 
        </mrow> 
        <mi>
          i 
        </mi> 
       </msubsup> 
       <mo>
         = 
       </mo> 
       <msup> 
        <mi>
          ϕ 
        </mi> 
        <mi>
          i 
        </mi> 
       </msup> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mi>
          s 
        </mi> 
       </msub> 
      </mrow> 
     </math> with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ϕ 
        </mi> 
        <mi>
          i 
        </mi> 
       </msup> 
      </mrow> 
     </math> denoting his cash-flow right with the firm. In combination, outside shareholders own a total of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mn>
         1 
       </mn> 
       <mo>
         − 
       </mo> 
       <mi>
         y 
       </mi> 
      </mrow> 
     </math> fraction of the firm.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Financial Markets and the Firm’s Liquid Wealth</title>
    <p>In addition to consumption and investment, the entrepreneur can also invest in a risk-free asset which pays a constant rate of interest 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        r 
      </mi> 
     </math> and the risky market portfolio (Merton <xref ref-type="bibr" rid="scirp.140455-25">
      [25]
     </xref>). Assume that the incremental return 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          R 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> of the market portfolio over the time period 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         d 
       </mtext> 
       <mi>
         t 
       </mi> 
      </mrow> 
     </math> is i.i.d. as follows:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          R 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
       <mtext>
         d 
       </mtext> 
       <mi>
         t 
       </mi> 
       <mo>
         + 
       </mo> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          B 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.10)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
      </mrow> 
     </math> are constant mean and volatility parameters of the market portfolio return process; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          B 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> is a standard Brownian which correlates with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          Z 
        </mi> 
        <mi>
          t 
        </mi> 
        <mi>
          I 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          Z 
        </mi> 
        <mi>
          t 
        </mi> 
        <mi>
          A 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ρ 
        </mi> 
        <mi>
          I 
        </mi> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ρ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
      </mrow> 
     </math>, respectively<sup>3</sup>.</p>
    <p>Let 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        W 
      </mi> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        X 
      </mi> 
     </math> denote the firm’s liquid wealth and the amount invested in the risky asset, respectively. Their difference, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         W 
       </mi> 
       <mo>
         − 
       </mo> 
       <mi>
         X 
       </mi> 
      </mrow> 
     </math>, is thus invested in the risk-free asset. Out of its liquid asset, the firm pays the cost for capital investment, distribute dividend ( 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>-fraction of which is paid to the entrepreneur), and runs the stealing cost to the entrepreneur’s private benefit. Thus, the firm’s liquid wealth evolves according to</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          W 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mi>
           r 
         </mi> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
         <mo>
           + 
         </mo> 
         <mi>
           η 
         </mi> 
         <msub> 
          <mi>
            σ 
          </mi> 
          <mi>
            R 
          </mi> 
         </msub> 
         <msub> 
          <mi>
            X 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
         <mo>
           − 
         </mo> 
         <msub> 
          <mi>
            D 
          </mi> 
          <mi>
            t 
          </mi> 
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         <mo>
           − 
         </mo> 
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          <mi>
            s 
          </mi> 
          <mi>
            t 
          </mi> 
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         <msub> 
          <mi>
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          </mi> 
          <mi>
            A 
          </mi> 
         </msub> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mtext>
         d 
       </mtext> 
       <mi>
         t 
       </mi> 
       <mo>
         + 
       </mo> 
       <msub> 
        <mi>
          X 
        </mi> 
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          t 
        </mi> 
       </msub> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          B 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         + 
       </mo> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          Y 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.11)</p>
    <p>where</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         η 
       </mi> 
       <mo>
         ≡ 
       </mo> 
       <mfrac> 
        <mrow> 
         <msub> 
          <mi>
            μ 
          </mi> 
          <mi>
            R 
          </mi> 
         </msub> 
         <mo>
           − 
         </mo> 
         <mi>
           r 
         </mi> 
        </mrow> 
        <mrow> 
         <msub> 
          <mi>
            σ 
          </mi> 
          <mi>
            R 
          </mi> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(2.12)</p>
    <p>which denotes the market Sharpe ratio; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         d 
       </mtext> 
       <msub> 
        <mi>
          Y 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> is given by (2.2). Note that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        W 
      </mi> 
     </math> can be negative, under which the firm borrows against its capital stock<sup>4</sup>.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Characterizing the Model</title>
   <sec id="s3_1">
    <title>3.1. The Optimization Problem</title>
    <p>Accounting for her cash-flow right, we write the entrepreneur’s value function, which is introduced in (2.7), as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         J 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           W 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. By the standard dynamic programming argument, the entrepreneur solves the following Hamilton-Jacobi-Bellman (HJB) equation:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ζ 
       </mi> 
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         J 
       </mi> 
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          </mi> 
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         <mo>
           ; 
         </mo> 
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         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <munder> 
        <mrow> 
         <mtext>
           max 
         </mtext> 
        </mrow> 
        <mrow> 
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         <mo>
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         </mi> 
        </mrow> 
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       </mi> 
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       </mi> 
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        </mo> 
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          </mi> 
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             1 
           </mn> 
           <mi>
             t 
           </mi> 
          </mrow> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         + 
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        </mi> 
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         </mtext> 
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         </mi> 
         <mrow> 
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            ( 
          </mo> 
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            <mi>
              K 
            </mi> 
            <mi>
              t 
            </mi> 
           </msub> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mi>
              W 
            </mi> 
            <mi>
              t 
            </mi> 
           </msub> 
           <mo>
             ; 
           </mo> 
           <mi>
             y 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.1)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          E 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ] 
        </mo> 
       </mrow> 
      </mrow> 
     </math> the expectation conditional on information available at time 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        t 
      </mi> 
     </math>. In this original version of HJB, the left-hand side (LHS) 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ζ 
       </mi> 
       <mi>
         J 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
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            K 
          </mi> 
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            t 
          </mi> 
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         </mo> 
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            W 
          </mi> 
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            t 
          </mi> 
         </msub> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> reflects the required rate of return for the entrepreneur to hold the firm (per unit of time); the right-hand side (RHS) is the expected gain to the entrepreneur from holding the firm which involves two components: 1) her utility derived from the firm and 2) the expected change of her value function. By Ito’s lemma and making use of (2.1), (2.2), (2.3), and (2.11), we obtain</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mtable> 
       <mtr> 
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           0 
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             max 
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             I 
           </mi> 
          </mrow> 
         </munder> 
         <mo>
           − 
         </mo> 
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         </mi> 
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             y 
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            </mi> 
            <mn>
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         </mfrac> 
         <msub> 
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          </mi> 
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          </mi> 
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         </mo> 
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          <mrow> 
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            </mi> 
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            </mi> 
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           </msubsup> 
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            </mi> 
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            </mn> 
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           </mn> 
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           </mi> 
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            </mi> 
            <mi>
              A 
            </mi> 
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           </mi> 
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            </mi> 
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            </mi> 
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           </mi> 
           <mo>
             + 
           </mo> 
           <msubsup> 
            <mi>
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            </mi> 
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            </mi> 
            <mn>
              2 
            </mn> 
           </msubsup> 
           <msup> 
            <mi>
              X 
            </mi> 
            <mn>
              2 
            </mn> 
           </msup> 
          </mrow> 
          <mn>
            2 
          </mn> 
         </mfrac> 
         <msub> 
          <mi>
            J 
          </mi> 
          <mrow> 
           <mi>
             W 
           </mi> 
           <mi>
             W 
           </mi> 
          </mrow> 
         </msub> 
         <mo>
           , 
         </mo> 
        </mtd> 
       </mtr> 
      </mtable> 
     </math>(3.2)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> is given by (2.6)<sup>5</sup>. The entrepreneur chooses the firm’s optimal dividend payout according to</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ζ 
       </mi> 
       <msup> 
        <mi>
          U 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          C 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mfrac> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           C 
         </mi> 
        </mrow> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           D 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mi>
          W 
        </mi> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           W 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.3)</p>
    <p>which is the usual condition that marginal utility of consumption is equated with the marginal value of wealth, with the adjustment that one unit reduction of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        W 
      </mi> 
     </math> only raises the entrepreneur’s consumption by the units of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mo>
           &lt; 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> which characterizes her cash-flow right with the firm. The first-order condition (FOC) for the diversion (or stealing) 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        s 
      </mi> 
     </math> is given by</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ζ 
       </mi> 
       <msup> 
        <mi>
          U 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          C 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mfrac> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           C 
         </mi> 
        </mrow> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           s 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mi>
          W 
        </mi> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           W 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.4)</p>
    <p>Combining (3.4) with (3.3) and making use of (2.6) to evaluate the 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        C 
      </mi> 
     </math>-derivatives, we can explicitly solve out the optimal stealing as follows:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          s 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
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         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mi>
          β 
        </mi> 
       </mfrac> 
      </mrow> 
     </math>(3.5)</p>
    <p>(3.5) indicates that the entrepreneur steals more when investor protection deteriorates or when there is a high degree of control friction as indicated by a lower 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>.</p>
    <p>The entrepreneur further chooses the firm’s investment and asset allocation policies that are optimally determined according to</p>
    <p>
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          </mi> 
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          </mo> 
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           </mi> 
           <mo>
             , 
           </mo> 
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           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
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        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mi>
          W 
        </mi> 
       </msub> 
       <mo>
         − 
       </mo> 
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        <mi>
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        </mi> 
        <mn>
          2 
        </mn> 
       </msup> 
       <mi>
         I 
       </mi> 
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        </mi> 
        <mrow> 
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         </mi> 
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         </mi> 
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       </mo> 
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        <mi>
          ρ 
        </mi> 
        <mi>
          I 
        </mi> 
       </msub> 
       <mi>
         ϵ 
       </mi> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
       <mi>
         X 
       </mi> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mi>
           W 
         </mi> 
        </mrow> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mi>
          K 
        </mi> 
       </msub> 
      </mrow> 
     </math>(3.6)</p>
    <p>and</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         X 
       </mi> 
       <mo>
         = 
       </mo> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mrow> 
         <msub> 
          <mi>
            μ 
          </mi> 
          <mi>
            R 
          </mi> 
         </msub> 
         <mo>
           − 
         </mo> 
         <mi>
           r 
         </mi> 
        </mrow> 
        <mrow> 
         <msubsup> 
          <mi>
            σ 
          </mi> 
          <mi>
            R 
          </mi> 
          <mn>
            2 
          </mn> 
         </msubsup> 
        </mrow> 
       </mfrac> 
       <mfrac> 
        <mrow> 
         <msub> 
          <mi>
            J 
          </mi> 
          <mi>
            W 
          </mi> 
         </msub> 
        </mrow> 
        <mrow> 
         <msub> 
          <mi>
            J 
          </mi> 
          <mrow> 
           <mi>
             W 
           </mi> 
           <mi>
             W 
           </mi> 
          </mrow> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mrow> 
         <mi>
           ρ 
         </mi> 
         <msub> 
          <mi>
            σ 
          </mi> 
          <mi>
            A 
          </mi> 
         </msub> 
        </mrow> 
        <mrow> 
         <msub> 
          <mi>
            σ 
          </mi> 
          <mi>
            R 
          </mi> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mi>
         K 
       </mi> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mrow> 
         <msub> 
          <mi>
            ρ 
          </mi> 
          <mi>
            I 
          </mi> 
         </msub> 
         <mi>
           ϵ 
         </mi> 
         <msub> 
          <mi>
            σ 
          </mi> 
          <mi>
            R 
          </mi> 
         </msub> 
         <mi>
           I 
         </mi> 
        </mrow> 
        <mrow> 
         <msubsup> 
          <mi>
            σ 
          </mi> 
          <mi>
            R 
          </mi> 
          <mn>
            2 
          </mn> 
         </msubsup> 
        </mrow> 
       </mfrac> 
       <mfrac> 
        <mrow> 
         <msub> 
          <mi>
            J 
          </mi> 
          <mrow> 
           <mi>
             K 
           </mi> 
           <mi>
             W 
           </mi> 
          </mrow> 
         </msub> 
        </mrow> 
        <mrow> 
         <msub> 
          <mi>
            J 
          </mi> 
          <mrow> 
           <mi>
             W 
           </mi> 
           <mi>
             W 
           </mi> 
          </mrow> 
         </msub> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.7)</p>
    <p>respectively. Du (2024) provides the financial interpretations of the above FOCs for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        I 
      </mi> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        X 
      </mi> 
     </math> under the context of a special case when the control-ownership wedge is shut down.</p>
   </sec>
   <sec id="s3_2">
    <title>3.2. Controlling Shareholder’s Shadow Valuation of the Firm</title>
    <p>We conjecture (and verify later) that the controlling shareholder’s value function 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         J 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           W 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> takes the following form:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         J 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           W 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mi>
               b 
             </mi> 
             <mi>
               P 
             </mi> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mi>
                 y 
               </mi> 
               <mi>
                 K 
               </mi> 
               <mo>
                 , 
               </mo> 
               <mi>
                 y 
               </mi> 
               <mi>
                 W 
               </mi> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           γ 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.8)</p>
    <p>where the constant 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        b 
      </mi> 
     </math> is given by</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         b 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ζ 
       </mi> 
       <msup> 
        <mrow> 
         <mrow> 
          <mo>
            [ 
          </mo> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             + 
           </mo> 
           <mfrac> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               − 
             </mo> 
             <mrow> 
              <mn>
                1 
              </mn> 
              <mo>
                / 
              </mo> 
              <mi>
                γ 
              </mi> 
             </mrow> 
            </mrow> 
            <mi>
              ζ 
            </mi> 
           </mfrac> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mi>
               r 
             </mi> 
             <mo>
               − 
             </mo> 
             <mi>
               ζ 
             </mi> 
             <mo>
               + 
             </mo> 
             <mfrac> 
              <mrow> 
               <msup> 
                <mi>
                  η 
                </mi> 
                <mn>
                  2 
                </mn> 
               </msup> 
              </mrow> 
              <mrow> 
               <mn>
                 2 
               </mn> 
               <mi>
                 γ 
               </mi> 
              </mrow> 
             </mfrac> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mfrac> 
          <mi>
            γ 
          </mi> 
          <mrow> 
           <mi>
             γ 
           </mi> 
           <mo>
             − 
           </mo> 
           <mn>
             1 
           </mn> 
          </mrow> 
         </mfrac> 
        </mrow> 
       </msup> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.9)</p>
    <p>which is independent of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math><sup>6</sup>. In (3.8), we let the arguments of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> to be 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mi>
         K 
       </mi> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mi>
         W 
       </mi> 
      </mrow> 
     </math> which emphasizes that the entrepreneur’s cash-flow right with the firm applies to both the liquid wealth 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        W 
      </mi> 
     </math> and the capital stock 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math>. We interpret 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           y 
         </mi> 
         <mi>
           W 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> as the certainty-equivalent (CE) valuation of the firm by the entrepreneur: It denotes the minimum dollar amount that she would demand to permanently give up her entitlement to the firm (including her privileges with the firm through the stealing technology) and retire as a Merton-style consumer.</p>
    <p>To establish the form of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, we exploit the model’s homogeneity property to reduce the entrepreneur’s problem to one dimension. Specifically, we treat 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> as the scaling factor, and we use lower case letters to denote the following variables: firm’s liquid wealth 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          W 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         / 
       </mo> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math>, the entrepreneur’s CE valuation of the firm 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          p 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <msub> 
          <mi>
            P 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math>, consumption 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <msub> 
          <mi>
            c 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math>, investment 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          i 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <msub> 
          <mi>
            I 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math>, and risky ass et al. location 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          x 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mrow> 
         <msub> 
          <mi>
            X 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
       </mrow> 
      </mrow> 
     </math>. Using these notations, we can express 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           y 
         </mi> 
         <mi>
           W 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> from (3.8) as</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           y 
         </mi> 
         <mi>
           W 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mi>
           K 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         ⋅ 
       </mo> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mi>
         y 
       </mi> 
       <mo>
         ⋅ 
       </mo> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mi>
           p 
         </mi> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mi>
             w 
           </mi> 
           <mo>
             ; 
           </mo> 
           <mi>
             y 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.10)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         K 
       </mi> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> is interpreted as the entrepreneur’s shadow valuation of the firm with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        w 
      </mi> 
     </math> being the measure of the firm’s financial status. Due to her incomplete ownership with the firm, the entrepreneur’s CE valuation of the firm, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           y 
         </mi> 
         <mi>
           W 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, is only 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>-fraction of this shadow valuation as indicated by (3.10)<sup>7</sup>. In view of (3.8)-(3.10), we can write the entrepreneur’s value function more explicitly as:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         J 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           W 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              [ 
            </mo> 
            <mrow> 
             <mi>
               b 
             </mi> 
             <mi>
               y 
             </mi> 
             <mi>
               K 
             </mi> 
             <mi>
               p 
             </mi> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mi>
                w 
              </mi> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mo>
              ] 
            </mo> 
           </mrow> 
          </mrow> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           γ 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.11)</p>
   </sec>
   <sec id="s3_3">
    <title>3.3. The Implied Ordinary Differential Equations (ODEs)</title>
    <p><sup>6</sup>The formula of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        b 
      </mi> 
     </math> is inferred from the solution of Merton’s <xref ref-type="bibr" rid="scirp.140455-25">
      [25]
     </xref> consumption and portfolio choice problem which can be treated as a simplified version of our model when capital investment, stochastic production, and the control-ownership wedge are all shut down.</p>
    <p>By (3.11) we have the following expressions for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        J 
      </mi> 
     </math>-derivatives:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          J 
        </mi> 
        <mi>
          W 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msup> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mi>
             b 
           </mi> 
           <mi>
             y 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           γ 
         </mi> 
        </mrow> 
       </msup> 
       <msup> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mi>
             p 
           </mi> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mi>
              w 
            </mi> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mi>
             K 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
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           − 
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           γ 
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          p 
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          ′ 
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          ( 
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          w 
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          ) 
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         , 
       </mo> 
      </mrow> 
     </math>(3.12)</p>
    <p>
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         = 
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            ) 
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           1 
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          ) 
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         , 
       </mo> 
      </mrow> 
     </math>(3.13)</p>
    <p>
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                w 
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                ) 
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              ) 
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          </mrow> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.14)</p>
    <p>
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         = 
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            ) 
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           1 
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            ) 
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           − 
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           γ 
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           − 
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           1 
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        </mrow> 
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          [ 
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           − 
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             w 
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              p 
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              ) 
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            ) 
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        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.15)</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          J 
        </mi> 
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           K 
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           K 
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        </mrow> 
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         = 
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            ( 
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             b 
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             y 
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            ) 
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         <mn>
           1 
         </mn> 
         <mo>
           − 
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           γ 
         </mi> 
        </mrow> 
       </msup> 
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            ( 
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             p 
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              ( 
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              w 
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              ) 
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             K 
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            ) 
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           − 
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           γ 
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           − 
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           1 
         </mn> 
        </mrow> 
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          [ 
        </mo> 
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            w 
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            2 
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           p 
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            ) 
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            p 
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            ″ 
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            ( 
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            w 
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            ) 
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           − 
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           γ 
         </mi> 
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              ( 
            </mo> 
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               p 
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                ( 
              </mo> 
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                w 
              </mi> 
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                ) 
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               − 
             </mo> 
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               w 
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              <mi>
                p 
              </mi> 
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                ′ 
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                ( 
              </mo> 
              <mi>
                w 
              </mi> 
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                ) 
              </mo> 
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              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.16)</p>
    <p>By substituting 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        J 
      </mi> 
     </math> from (3.8) and (3.10) into (3.3) and simplifying, we obtain the following consumption rule:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          c 
        </mi> 
        <mn>
          1 
        </mn> 
        <mo>
          * 
        </mo> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mi>
         y 
       </mi> 
       <msup> 
        <mi>
          ζ 
        </mi> 
        <mrow> 
         <mfrac> 
          <mn>
            1 
          </mn> 
          <mi>
            γ 
          </mi> 
         </mfrac> 
        </mrow> 
       </msup> 
       <msup> 
        <mi>
          b 
        </mi> 
        <mrow> 
         <mfrac> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
          <mi>
            γ 
          </mi> 
         </mfrac> 
        </mrow> 
       </msup> 
       <msup> 
        <mi>
          p 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
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        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mi>
             w 
           </mi> 
           <mo>
             ; 
           </mo> 
           <mi>
             y 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
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        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mi>
           ψ 
         </mi> 
        </mrow> 
       </msup> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
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           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.17)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        b 
      </mi> 
     </math> is given by (3.9). Due to the control-ownership wedge, the entrepreneur’s consumption is naturally discounted by a factor of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mo>
           &lt; 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> which reflects her partial cash-flow right with the firm. By (2.6), the firm’s dividend policy at the presence of control friction is</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          D 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msup> 
        <mi>
          ζ 
        </mi> 
        <mrow> 
         <mfrac> 
          <mn>
            1 
          </mn> 
          <mi>
            γ 
          </mi> 
         </mfrac> 
        </mrow> 
       </msup> 
       <msup> 
        <mi>
          b 
        </mi> 
        <mrow> 
         <mfrac> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
          <mi>
            γ 
          </mi> 
         </mfrac> 
        </mrow> 
       </msup> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msup> 
        <mi>
          p 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <msup> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mi>
             w 
           </mi> 
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             ; 
           </mo> 
           <mi>
             y 
           </mi> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mi>
           ψ 
         </mi> 
        </mrow> 
       </msup> 
       <mi>
         K 
       </mi> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msup> 
          <mi>
            y 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mi>
           β 
         </mi> 
         <mi>
           y 
         </mi> 
        </mrow> 
       </mfrac> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.18)</p>
    <p>where we’ve made use of the entrepreneur’s optimal stealing policy given in (3.5). Expressed in terms of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          D 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
      </mrow> 
     </math>, the entrepreneur’s optimal consumption can be written as</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          C 
        </mi> 
        <mn>
          1 
        </mn> 
        <mo>
          * 
        </mo> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mi>
         y 
       </mi> 
       <msup> 
        <mi>
          D 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         + 
       </mo> 
       <mfrac> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msup> 
          <mi>
            y 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mi>
           β 
         </mi> 
        </mrow> 
       </mfrac> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.19)</p>
    <p>Relative to her cash-flow right, the entrepreneur consumes more by the amount of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mfrac> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msup> 
          <mi>
            y 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mi>
           β 
         </mi> 
        </mrow> 
       </mfrac> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mi>
         K 
       </mi> 
      </mrow> 
     </math> which is attributed to the stealing technology<sup>8</sup>.</p>
    <p>By substituting (3.12) and (3.15)-(3.14) into (3.6)-(3.7) and simplifying, we obtain</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          i 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          w 
        </mi> 
        <mo>
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         , 
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      </mrow> 
     </math>(3.20)</p>
    <p>
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           w 
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        <mo>
          ) 
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       </mrow> 
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         , 
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      </mrow> 
     </math>(3.21)</p>
    <p>where</p>
    <p>
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          <mo>
            ) 
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        </mrow> 
       </mfrac> 
      </mrow> 
     </math>(3.22)</p>
    <p>By substituting optimal policies of (3.5), (3.17), (3.20), and (3.21), as well as (3.12)-(3.16) into (3.2), scaling by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math> wherever is necessary, and simplifying, tedious algebra gives</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mtable> 
       <mtr> 
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                  ) 
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                2 
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              2 
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                ′ 
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         </mfrac> 
         <mo>
           , 
         </mo> 
        </mtd> 
       </mtr> 
      </mtable> 
     </math>(3.23)</p>
    <p>where</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ψ 
        </mi> 
        <mi>
          y 
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         ≡ 
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              ( 
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               y 
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              ) 
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           y 
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           β 
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       </mfrac> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.24)</p>
   </sec>
   <sec id="s3_4">
    <title>3.4. Boundary Conditions</title>
    <p>The firm gets liquidated when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        w 
      </mi> 
     </math> becomes sufficiently negative, upon which the firm-held capital stock yields the terminal value of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         l 
       </mi> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         l 
       </mi> 
       <mo>
         ∈ 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           0 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           1 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. Let 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        τ 
      </mi> 
     </math> be the (stochastic) liquidation time optimally chosen by the entrepreneur so that the firm’s liquidation value can be written as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          W 
        </mi> 
        <mi>
          τ 
        </mi> 
       </msub> 
       <mo>
         + 
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         l 
       </mi> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mi>
          τ 
        </mi> 
       </msub> 
      </mrow> 
     </math>. Upon liquidation, the entrepreneur collects her entitled liquidation payment and retires as a Merton consumer (Merton <xref ref-type="bibr" rid="scirp.140455-21">
      [21]
     </xref>) where her value function takes the form of</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          J 
        </mi> 
        <mi>
          M 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mrow> 
          <mo>
            [ 
          </mo> 
          <mrow> 
           <mi>
             W 
           </mi> 
           <mo>
             + 
           </mo> 
           <mi>
             l 
           </mi> 
           <mi>
             K 
           </mi> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mi>
               b 
             </mi> 
             <mi>
               y 
             </mi> 
             <mrow> 
              <mo>
                [ 
              </mo> 
              <mrow> 
               <mi>
                 W 
               </mi> 
               <mo>
                 + 
               </mo> 
               <mi>
                 l 
               </mi> 
               <mi>
                 K 
               </mi> 
              </mrow> 
              <mo>
                ] 
              </mo> 
             </mrow> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             − 
           </mo> 
           <mi>
             γ 
           </mi> 
          </mrow> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           γ 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.25)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        b 
      </mi> 
     </math> is given by (3.9); and the expression 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mi>
           W 
         </mi> 
         <mo>
           + 
         </mo> 
         <mi>
           l 
         </mi> 
         <mi>
           K 
         </mi> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
      </mrow> 
     </math> again reflects the entrepreneur’s partial cash-flow right with the firm. Let 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          W 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math> denote the firm’s liquidation boundary with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
       <mo>
         ≡ 
       </mo> 
       <mrow> 
        <mrow> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mi>
          K 
        </mi> 
       </mrow> 
      </mrow> 
     </math>. Since 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          W 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math> is optimally chosen, we have the following value matching and smooth-pasting conditions:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         J 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           K 
         </mi> 
         <mo>
           , 
         </mo> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msup> 
        <mi>
          J 
        </mi> 
        <mi>
          M 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           y 
         </mi> 
         <mrow> 
          <mo>
            [ 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              W 
            </mi> 
            <mi>
              d 
            </mi> 
           </msub> 
           <mo>
             + 
           </mo> 
           <mi>
             l 
           </mi> 
           <mi>
             K 
           </mi> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.26)</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mrow> 
         <mrow> 
          <mrow> 
           <mfrac> 
            <mrow> 
             <mo>
               ∂ 
             </mo> 
             <mi>
               J 
             </mi> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mi>
                 K 
               </mi> 
               <mo>
                 , 
               </mo> 
               <mi>
                 W 
               </mi> 
               <mo>
                 ; 
               </mo> 
               <mi>
                 y 
               </mi> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mrow> 
             <mo>
               ∂ 
             </mo> 
             <mi>
               W 
             </mi> 
            </mrow> 
           </mfrac> 
          </mrow> 
          <mo>
            | 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mi>
           W 
         </mi> 
         <mo>
           = 
         </mo> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
        </mrow> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mrow> 
         <mrow> 
          <mrow> 
           <mfrac> 
            <mrow> 
             <mo>
               ∂ 
             </mo> 
             <msup> 
              <mi>
                J 
              </mi> 
              <mi>
                M 
              </mi> 
             </msup> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mi>
                 y 
               </mi> 
               <mrow> 
                <mo>
                  [ 
                </mo> 
                <mrow> 
                 <mi>
                   W 
                 </mi> 
                 <mo>
                   + 
                 </mo> 
                 <mi>
                   l 
                 </mi> 
                 <mi>
                   K 
                 </mi> 
                </mrow> 
                <mo>
                  ] 
                </mo> 
               </mrow> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mrow> 
             <mo>
               ∂ 
             </mo> 
             <mi>
               W 
             </mi> 
            </mrow> 
           </mfrac> 
          </mrow> 
          <mo>
            | 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mi>
           W 
         </mi> 
         <mo>
           = 
         </mo> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
        </mrow> 
       </msub> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.27)</p>
    <p>Simplifying (3.26)-(3.27) by making use of (3.8), (3.10), and (3.25), we obtain</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
       <mo>
         + 
       </mo> 
       <mi>
         l 
       </mi> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.28)</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          p 
        </mi> 
        <mo>
          ′ 
        </mo> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mn>
         1. 
       </mn> 
      </mrow> 
     </math>(3.29)</p>
    <p>At the other end when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         w 
       </mi> 
       <mo>
         → 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>, the firm is no longer concerned about the potential liquidation under which</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <munder> 
        <mrow> 
         <mtext>
           lim 
         </mtext> 
        </mrow> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           → 
         </mo> 
         <mi>
           ∞ 
         </mi> 
        </mrow> 
       </munder> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         + 
       </mo> 
       <mover accent="true"> 
        <mi>
          q 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          y 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.30)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mover accent="true"> 
        <mi>
          q 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          y 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> denotes the constant valuation of the firm-held capital for the given 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>. To identify 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
       <mi>
         q 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
     </math>, we simplify (3.20) and (3.23) at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         w 
       </mi> 
       <mo>
         → 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> by making use of (3.30) so as to obtain<sup>9</sup></p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mover accent="true"> 
        <mi>
          i 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mover accent="true"> 
          <mi>
            q 
          </mi> 
          <mo>
            ^ 
          </mo> 
         </mover> 
         <mo>
           − 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msub> 
          <mi>
            ρ 
          </mi> 
          <mi>
            I 
          </mi> 
         </msub> 
         <mi>
           ϵ 
         </mi> 
         <mi>
           η 
         </mi> 
         <mover accent="true"> 
          <mi>
            q 
          </mi> 
          <mo>
            ^ 
          </mo> 
         </mover> 
        </mrow> 
        <mi>
          θ 
        </mi> 
       </mfrac> 
      </mrow> 
     </math>(3.31)</p>
    <p>and</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mn>
         0 
       </mn> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           + 
         </mo> 
         <msub> 
          <mi>
            ψ 
          </mi> 
          <mi>
            y 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mo>
         − 
       </mo> 
       <mover accent="true"> 
        <mi>
          i 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mn>
          1 
        </mn> 
        <mn>
          2 
        </mn> 
       </mfrac> 
       <mi>
         θ 
       </mi> 
       <msup> 
        <mi>
          i 
        </mi> 
        <mn>
          2 
        </mn> 
       </msup> 
       <mo>
         − 
       </mo> 
       <mi>
         ρ 
       </mi> 
       <mi>
         η 
       </mi> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
       <mo>
         − 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           r 
         </mi> 
         <mo>
           + 
         </mo> 
         <msub> 
          <mi>
            δ 
          </mi> 
          <mi>
            K 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mover accent="true"> 
        <mi>
          q 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mo>
         + 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msub> 
          <mi>
            ρ 
          </mi> 
          <mi>
            I 
          </mi> 
         </msub> 
         <mi>
           ϵ 
         </mi> 
         <mi>
           η 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mover accent="true"> 
        <mi>
          i 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mover accent="true"> 
        <mi>
          q 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(3.32)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ψ 
        </mi> 
        <mi>
          y 
        </mi> 
       </msub> 
      </mrow> 
     </math> is given by (3.24). (3.31)-(3.32) imply a quadratic equation on 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
       <mi>
         i 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
     </math> and we pick the root so that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
       <mi>
         i 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
     </math> as the optimal investment in the limiting case is increasing in the firm’s expected productivity 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          μ 
        </mi> 
        <mi>
          A 
        </mi> 
       </msub> 
      </mrow> 
     </math>, i.e.,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mover accent="true"> 
        <mi>
          i 
        </mi> 
        <mo>
          ^ 
        </mo> 
       </mover> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          y 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mi>
           r 
         </mi> 
         <mo>
           + 
         </mo> 
         <msub> 
          <mi>
            δ 
          </mi> 
          <mi>
            K 
          </mi> 
         </msub> 
        </mrow> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msub> 
          <mi>
            ρ 
          </mi> 
          <mi>
            I 
          </mi> 
         </msub> 
         <mi>
           ε 
         </mi> 
         <mi>
           η 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         − 
       </mo> 
       <msqrt> 
        <mrow> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mfrac> 
              <mrow> 
               <mi>
                 r 
               </mi> 
               <mo>
                 + 
               </mo> 
               <msub> 
                <mi>
                  δ 
                </mi> 
                <mi>
                  K 
                </mi> 
               </msub> 
              </mrow> 
              <mrow> 
               <mn>
                 1 
               </mn> 
               <mo>
                 − 
               </mo> 
               <msub> 
                <mi>
                  ρ 
                </mi> 
                <mi>
                  I 
                </mi> 
               </msub> 
               <mi>
                 ε 
               </mi> 
               <mi>
                 η 
               </mi> 
              </mrow> 
             </mfrac> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mn>
            2 
          </mn> 
         </msup> 
         <mo>
           − 
         </mo> 
         <mfrac> 
          <mn>
            2 
          </mn> 
          <mi>
            θ 
          </mi> 
         </mfrac> 
         <mrow> 
          <mo>
            [ 
          </mo> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               + 
             </mo> 
             <msub> 
              <mi>
                ψ 
              </mi> 
              <mi>
                y 
              </mi> 
             </msub> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <msub> 
            <mi>
              μ 
            </mi> 
            <mi>
              A 
            </mi> 
           </msub> 
           <mo>
             − 
           </mo> 
           <mfrac> 
            <mrow> 
             <mi>
               r 
             </mi> 
             <mo>
               + 
             </mo> 
             <msub> 
              <mi>
                δ 
              </mi> 
              <mi>
                K 
              </mi> 
             </msub> 
            </mrow> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               − 
             </mo> 
             <msub> 
              <mi>
                ρ 
              </mi> 
              <mi>
                I 
              </mi> 
             </msub> 
             <mi>
               ε 
             </mi> 
             <mi>
               η 
             </mi> 
            </mrow> 
           </mfrac> 
           <mo>
             − 
           </mo> 
           <mi>
             ρ 
           </mi> 
           <mi>
             η 
           </mi> 
           <msub> 
            <mi>
              σ 
            </mi> 
            <mi>
              A 
            </mi> 
           </msub> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
        </mrow> 
       </msqrt> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(3.33)</p>
    <p>Substituting (3.33) back into (3.31) identifies 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
       <mi>
         q 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
     </math><sup>10</sup>. (3.28)-(3.29) combined with (3.30) thus provide the three boundary conditions required to solve the second-order ODE of (3.23) on 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         p 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           w 
         </mi> 
         <mo>
           ; 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> with the free boundary 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math>. For simplicity, in the following we generally omit the 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>-dependences unless there is a need to highlight the control-ownership wedge.</p>
   </sec>
  </sec><sec id="s4">
   <title>4. Numerical Solution to the Model</title>
   <p>
    <xref ref-type="table" rid="table1">
     Table 1
    </xref> summarizes the parameter values used in our baseline calibration. For parameters governing the return process of the financial assets, the risk-free interest rate 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math> equals 4.6%, the market equity risk premium 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         μ 
       </mi> 
       <mi>
         R 
       </mi> 
      </msub> 
      <mo>
        − 
      </mo> 
      <mi>
        r 
      </mi> 
     </mrow> 
    </math> equals 6%, the volatility of the market portfolio return 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         σ 
       </mi> 
       <mi>
         R 
       </mi> 
      </msub> 
     </mrow> 
    </math> equals 20%, and consequently the market Sharpe ratio 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        η 
      </mi> 
      <mo>
        = 
      </mo> 
      <mrow> 
       <mrow> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             μ 
           </mi> 
           <mi>
             R 
           </mi> 
          </msub> 
          <mo>
            − 
          </mo> 
          <mi>
            r 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
       <mo>
         / 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           σ 
         </mi> 
         <mi>
           R 
         </mi> 
        </msub> 
       </mrow> 
      </mrow> 
     </mrow> 
    </math> equals 0.3. Following WWY <xref ref-type="bibr" rid="scirp.140455-7">
     [7]
    </xref>, the firm agents’ subjective discount rate is set at the same level as 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math>; 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       γ 
     </mi> 
    </math> is set at 2 which implies a reasonably low risk aversion for the entrepreneur; the capital depreciation rate 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         δ 
       </mi> 
       <mi>
         K 
       </mi> 
      </msub> 
     </mrow> 
    </math> is set at 0.125; 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math> is set at 0 which implies that the firm-level productivity shock is purely idiosyncratic. For production-related parameters, we use the estimates in Eberly, Rebelo, and Vincent <xref ref-type="bibr" rid="scirp.140455-28">
     [28]
    </xref> as the guideline and set the average productivity 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         μ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math> to 20% and volatility of productivity shocks 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         σ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math> to 15%. Consistent with the estimate by Whited <xref ref-type="bibr" rid="scirp.140455-29">
     [29]
    </xref>, we take the adjustment cost parameter 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       θ 
     </mi> 
    </math> to be 2. As suggested by Hennessy and Whited <xref ref-type="bibr" rid="scirp.140455-30">
     [30]
    </xref>, we choose the capital liquidation price 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       l 
     </mi> 
    </math> to be 0.9. Consistent with Du <xref ref-type="bibr" rid="scirp.140455-27">
     [27]
    </xref>, we set 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         I 
       </mi> 
      </msub> 
     </mrow> 
    </math> at 0.3 implying an investment risk that is positively correlated with the stock market. Du <xref ref-type="bibr" rid="scirp.140455-27">
     [27]
    </xref> allow 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ϵ 
     </mi> 
    </math>, denoting the volatility of investment-specific shocks, to vary between 0 and 1 and we choose its midpoint 0.5 as the baseline value for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ϵ 
     </mi> 
    </math>.</p>
   <p>The two key parameters to our setup are the investor protection parameter, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        , 
      </mo> 
     </mrow> 
    </math> and the controlling shareholder’s cash-flow right, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math>. AW <xref ref-type="bibr" rid="scirp.140455-6">
     [6]
    </xref> estimate that 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       β 
     </mi> 
    </math> (which is denoted by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       η 
     </mi> 
    </math> in their paper) is 28.44 in South Korea and 2325 in</p>
   <table-wrap id="table1">
    <label>
     <xref ref-type="table" rid="table1">
      Table 1
     </xref></label>
    <caption>
     <title>
      <xref ref-type="bibr" rid="scirp.140455-"></xref>Table 1. Baseline parameterization.</title>
    </caption>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="custom-bottom-td acenter" width="100.00%" colspan="6"><p style="text-align:center">Panel A: Market environment</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            r 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0.046 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             σ 
           </mi> 
           <mi>
             R 
           </mi> 
          </msub> 
          <mo>
            = 
          </mo> 
          <mn>
            0.2 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            η 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0.3 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mi>
             A 
           </mi> 
          </msub> 
          <mo>
            = 
          </mo> 
          <mn>
            0 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             ρ 
           </mi> 
           <mi>
             I 
           </mi> 
          </msub> 
          <mo>
            = 
          </mo> 
          <mn>
            0.3 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="100.00%" colspan="6"><p style="text-align:center">Panel B: Preferences</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            ζ 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0.046 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            γ 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            2 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="100.00%" colspan="6"><p style="text-align:center">Panel C: Investment and production</p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             μ 
           </mi> 
           <mi>
             A 
           </mi> 
          </msub> 
          <mo>
            = 
          </mo> 
          <mn>
            0.2 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             σ 
           </mi> 
           <mi>
             A 
           </mi> 
          </msub> 
          <mo>
            = 
          </mo> 
          <mn>
            0.15 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            θ 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            2 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            l 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0.9 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             δ 
           </mi> 
           <mi>
             K 
           </mi> 
          </msub> 
          <mo>
            = 
          </mo> 
          <mn>
            0.125 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-bottom-td custom-top-td acenter" width="16.66%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            ϵ 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0.5 
          </mn> 
         </mrow> 
        </math></p></td> 
     </tr> 
     <tr> 
      <td class="custom-bottom-td custom-top-td acenter" width="100.00%" colspan="6"><p style="text-align:center">Panel D: Related to control friction</p></td> 
     </tr> 
     <tr> 
      <td class="custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            y 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0.3 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="16.67%"><p style="text-align:center"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <mi>
            β 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            20 
          </mn> 
         </mrow> 
        </math></p></td> 
      <td class="custom-top-td acenter" width="16.67%"><p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
      <td class="custom-top-td acenter" width="16.66%"><p style="text-align:center"></p></td> 
     </tr> 
    </table>
   </table-wrap>
   <p>This table summarizes the baseline parameterization to our model. Panel A describes the market-related parameters, where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         σ 
       </mi> 
       <mi>
         R 
       </mi> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       η 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         I 
       </mi> 
      </msub> 
     </mrow> 
    </math>, and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math> denote, respectively, the risk-free rate, the volatility of the market portfolio, market Sharpe ratio, the correlation between the market portfolio returns and investment-specific shocks, and the correlation between the market portfolio returns and productivity shocks. Panel B reports preference parameters, where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ζ 
     </mi> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       γ 
     </mi> 
    </math> denote the subjective discount rate and the degree of risk aversion, respectively. Panel C calibrates firm-related parameters, where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         μ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         σ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       θ 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       l 
     </mi> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         δ 
       </mi> 
       <mi>
         K 
       </mi> 
      </msub> 
     </mrow> 
    </math>, and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ϵ 
     </mi> 
    </math> denote, respectively, the average productivity, volatility of productivity shock, adjust cost parameter, capital liquidation price, the rate of capital depreciation, and the volatility of investment-specific shocks. Panel D reports parameters related to control friction, where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       β 
     </mi> 
    </math> denote the controlling shareholder's cash-flow right and the coefficient for the cost of stealing which measures the degree of investor protection, respectively. All parameters are annualized.</p>
   <p>the US. We consider two scenarios of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       β 
     </mi> 
    </math> throughout our quantitative analyses: 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math> which is its baseline value for imperfect investor protection; and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math> indicating the perfect investor protection. We allow the entrepreneur’s cash-flow right 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math> to vary from 0.1 to 1 in Section V. A so as to study the policy impact of control friction. The baseline level of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math> is set at 0.3.</p>
   <p>
    <xref ref-type="fig" rid="fig1">
     Figure 1
    </xref> plots the marginal value of liquid wealth 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         P 
       </mi> 
       <mi>
         W 
       </mi> 
      </msub> 
     </mrow> 
    </math> as the function of the firm’s financial slack 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mo>
        ≡ 
      </mo> 
      <mrow> 
       <mi>
         W 
       </mi> 
       <mo>
         / 
       </mo> 
       <mi>
         K 
       </mi> 
      </mrow> 
     </mrow> 
    </math> for the two scenarios of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       β 
     </mi> 
    </math>, where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         P 
       </mi> 
       <mi>
         W 
       </mi> 
      </msub> 
      <mo>
        = 
      </mo> 
      <msup> 
       <mi>
         p 
       </mi> 
       <mo>
         ′ 
       </mo> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> which is calculated from the entrepreneur’s perspective. First of all, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         p 
       </mi> 
       <mo>
         ′ 
       </mo> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        ≥ 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math> because one unit of increase of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       W 
     </mi> 
    </math> raises 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       P 
     </mi> 
    </math> at least by its nominal value. Specifically, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         P 
       </mi> 
       <mi>
         W 
       </mi> 
      </msub> 
     </mrow> 
    </math> approaches one when 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> approaches either its lower ( 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         w 
       </mi> 
       <mi>
         d 
       </mi> 
      </msub> 
     </mrow> 
    </math>) or its upper end ( 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ∞ 
     </mi> 
    </math>). In between, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         P 
       </mi> 
       <mi>
         W 
       </mi> 
      </msub> 
     </mrow> 
    </math> stays above one because raising the financial slack provides the extra benefit that lowers the probability of the costly liquidation. The incremental impact of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       W 
     </mi> 
    </math> on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       P 
     </mi> 
    </math> also depends on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       β 
     </mi> 
    </math>. Specifically, when there is perfect investor protection at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math> (dashed line), the entrepreneur obtain less benefit from the firm than that at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math> (solid line). Consequently, she lowers 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         P 
       </mi> 
       <mi>
         W 
       </mi> 
      </msub> 
     </mrow> 
    </math> across all levels of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> and she liquidates the firm earlier at a higher 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         w 
       </mi> 
       <mi>
         d 
       </mi> 
      </msub> 
     </mrow> 
    </math>.</p>
  </sec><sec id="s5">
   <title>5. Quantitative Implications</title>
   <sec id="s5_1">
    <title>5.1. Impact of y</title>
    <p>We first analyze the impact of control friction on firm’s optimal policies and the</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>Figure 1. Marginal value of liquid wealth at the presence of control-ownership wedge. <xref ref-type="fig" rid="fig1">
        Figure 1
       </xref> plots the numerical solutions to the entrepreneur’s problems in terms of 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msup> 
   
          <mi>
           
    p
   
          </mi> 
   
          <mo>
           
    ′
   
          </mo> 
  
         </msup> 
  
         <mrow>
   
          <mo>
           
    (
   
          </mo> 
   
          <mi>
           
    w
   
          </mi> 
   
          <mo>
           
    )
   
          </mo>
  
         </mrow>
 
        </mrow>

       </math>(

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mo>
          
   =
  
         </mo>
  
         <msub> 
   
          <mi>
           
    P
   
          </mi> 
   
          <mi>
           
    W
   
          </mi> 
  
         </msub> 
 
        </mrow>

       </math>) which denotes the firm’s marginal value of wealth, where 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   w
  
         </mi>
  
         <mo>
          
   ≡
  
         </mo>
  
         <mrow>
   
          <mi>
           
    W
   
          </mi>
   
          <mo>
           
    /
   
          </mo>
   
          <mi>
           
    K
   
          </mi>
  
         </mrow> 
 
        </mrow>

       </math> which measures the firm’s financial status. The plots are with respect to two 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  β
 
        </mi>

       </math>-scenarios: 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   20
  
         </mn>
 
        </mrow>

       </math> which indicates the imperfect investor protection (sold line) and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mi>
          
   ∞
  
         </mi>
 
        </mrow>

       </math> indicating the perfect investor protection that shuts down the control friction (dashed line). All other model parameters are at their baseline levels that are reported in <xref ref-type="table" rid="table1">
        Table 1
       </xref>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1491158-rId539.jpeg?20250210113524" />
    </fig>
    <p>results are plotted in <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref><sup>11</sup>. As we lower the entrepreneur’s cash-flow right 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math> for the given 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>, the degree of control friction gets higher and Panel A of <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref> shows that it facilitates stealing which is quite intuitive. Since the entrepreneur’s consumption 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> depends on her cash-flow right, a lower 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math> mechanically reduces the optimal consumption-capital ratio 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          c 
        </mi> 
        <mn>
          1 
        </mn> 
        <mo>
          * 
        </mo> 
       </msubsup> 
      </mrow> 
     </math> (see its formula by (29)) as plotted in Panel B. We further consider 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mrow> 
         <msub> 
          <mi>
            C 
          </mi> 
          <mn>
            1 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mi>
          y 
        </mi> 
       </mrow> 
      </mrow> 
     </math> which is interpreted as the entrepreneur’s consumption per unit of her cash-flow right with the firm, or “PU-consumption” in short. As shown in Panel C of <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>, the optimal PU consumption-capital ratio, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mrow> 
         <msubsup> 
          <mi>
            c 
          </mi> 
          <mn>
            1 
          </mn> 
          <mo>
            * 
          </mo> 
         </msubsup> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mi>
          y 
        </mi> 
       </mrow> 
      </mrow> 
     </math>, is monotonically decreasing in 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math> which reflects the simple fact that more stealing under a higher degree of control friction enables the entrepreneur to consume more for each unit of her cash-flow right.</p>
    <p>The optimal investment-capital ratio 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          i 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
      </mrow> 
     </math> and optimal portfolio allocation 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          x 
        </mi> 
        <mo>
          * 
        </mo> 
       </msup> 
      </mrow> 
     </math> are plotted in Panel D&amp;E, respectively. Like 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mrow> 
         <msubsup> 
          <mi>
            c 
          </mi> 
          <mn>
            1 
          </mn> 
          <mo>
            * 
          </mo> 
         </msubsup> 
        </mrow> 
        <mo>
          / 
        </mo> 
        <mi>
          y 
        </mi> 
       </mrow> 
      </mrow> 
     </math>, they are both decreasing in 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>. In contrast, Panel F of <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref> shows that the optimally chosen liquidation boundary 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math> is monotonically increasing as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math> rises. Taken together, the entrepreneur at a higher degree of control friction, as indicated by a lower 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        y 
      </mi> 
     </math>, steals more (Panel A), consumes more in the “per-unit” sense (Panel C), over-invests (Panel D), and takes a more aggressive position in the stock market (Panel E)<sup>12</sup>. This way, she grows the firm bigger in the longer-term which delays its liquidation (Panel F) and thus allows her to retain the control for a longer time.</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>Figure 2. Impact of the controlling shareholder’s cash-flow right 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  y
 
        </mi>

       </math>. <xref ref-type="fig" rid="fig2">
        Figure 2
       </xref> plot the various firm-level policies set by the entrepreneur when her cash-flow right with the firm, as captured by 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   y
  
         </mi>
  
         <mo>
          
   ,
  
         </mo>
 
        </mrow>

       </math> varies from 0.1 to 1. These policies are optimal stealing 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msup> 
   
          <mi>
           
    s
   
          </mi> 
   
          <mo>
           
    *
   
          </mo> 
  
         </msup> 
 
        </mrow>

       </math> (Panel A), optimal consumption-capital ratio the 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msubsup> 
   
          <mi>
           
    c
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
   
          <mo>
           
    *
   
          </mo> 
  
         </msubsup> 
 
        </mrow>

       </math> (Panel B), optimal consumption-capital ratio per unit of her cash-flow right 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mrow>
   
          <mrow> 
    
           <msubsup> 
     
            <mi>
              c 
            </mi> 
     
            <mn>
              1 
            </mn> 
     
            <mo>
              * 
            </mo> 
    
           </msubsup> 
   
          </mrow>
   
          <mo>
           
    /
   
          </mo>
   
          <mi>
           
    y
   
          </mi>
  
         </mrow> 
 
        </mrow>

       </math> (Panel C), optimal investment-capital ratio 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msup> 
   
          <mi>
           
    i
   
          </mi> 
   
          <mo>
           
    *
   
          </mo> 
  
         </msup> 
 
        </mrow>

       </math> (Panel D), optimal asset allocation-capital ratio 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msup> 
   
          <mi>
           
    x
   
          </mi> 
   
          <mo>
           
    *
   
          </mo> 
  
         </msup> 
 
        </mrow>

       </math> (Panel E), and optimal liquidation bondary 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    w
   
          </mi> 
   
          <mi>
           
    d
   
          </mi> 
  
         </msub> 
 
        </mrow>

       </math> (Panel F).</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1491158-rId582.jpeg?20250210113524" />
    </fig>
   </sec>
   <sec id="s5_2">
    <title>5.2. Valuation of the Firm by Outside Shareholders</title>
    <p>We next consider the valuation of the firm. This valuation is different than 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           W 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           K 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, the firm’s shadow valuation by the entrepreneur, which takes into account her privileges from the stealing technology. In contrast, the firm valuation we want to calculate here is viewed by outside investors so it can be treated as the valuation of the firm in the open market. To this purpose, we need to calculate the present value (PV) of dividend payouts to outside shareholders with the appropriate discounting. Since the firm involves various risks, a discounting by the risk-free rate doesn’t seem appropriate. While we can calculate the implied risk premium demanded by the firm according to its market exposure, previous researches (e.g., Moskowitz and Vissing-Jorgensen <xref ref-type="bibr" rid="scirp.140455-31">
      [31]
     </xref>; Mueller <xref ref-type="bibr" rid="scirp.140455-32">
      [32]
     </xref>; WWY <xref ref-type="bibr" rid="scirp.140455-7">
      [7]
     </xref>) show that entrepreneurial firms also claim idiosyncratic risk premium. To account for both the systematic and the additional idiosyncratic risk premium for non-diversifiable firm-level risk, we follow WWY <xref ref-type="bibr" rid="scirp.140455-7">
      [7]
     </xref> to calculate the cost of capital 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ξ 
      </mi> 
     </math>, which is deemed as the internal rate of return (IRR) for the firm, as follows:</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         Q 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
         <mo>
           , 
         </mo> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          q 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mi>
         E 
       </mi> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mstyle displaystyle="true"> 
          <mrow> 
           <msubsup> 
            <mo>
              ∫ 
            </mo> 
            <mn>
              0 
            </mn> 
            <mi>
              τ 
            </mi> 
           </msubsup> 
           <mrow> 
            <msup> 
             <mtext>
               e 
             </mtext> 
             <mrow> 
              <mo>
                − 
              </mo> 
              <mi>
                ξ 
              </mi> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <msub> 
                 <mi>
                   w 
                 </mi> 
                 <mn>
                   0 
                 </mn> 
                </msub> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
              <mi>
                t 
              </mi> 
             </mrow> 
            </msup> 
            <mtext>
              d 
            </mtext> 
            <msub> 
             <mi>
               Y 
             </mi> 
             <mi>
               t 
             </mi> 
            </msub> 
           </mrow> 
          </mrow> 
         </mstyle> 
         <mo>
           + 
         </mo> 
         <msup> 
          <mtext>
            e 
          </mtext> 
          <mrow> 
           <mo>
             − 
           </mo> 
           <mi>
             ξ 
           </mi> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <msub> 
              <mi>
                w 
              </mi> 
              <mn>
                0 
              </mn> 
             </msub> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mi>
             τ 
           </mi> 
          </mrow> 
         </msup> 
         <mi>
           l 
         </mi> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math>(5.1)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        τ 
      </mi> 
     </math> denotes the stochastic liquidation time. 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> thus defined is state-dependent and Panel A of <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> plots the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ξ 
      </mi> 
     </math> as the function of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        w 
      </mi> 
     </math> for two scenarios of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math> where the scenario at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>, by ruling out stealing, shuts down the control friction.</p>
    <p>Consistent with WWY <xref ref-type="bibr" rid="scirp.140455-7">
      [7]
     </xref>, the implied IRR is monotonically decreasing and it rises substantially as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        w 
      </mi> 
     </math> drops towards 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math>. In comparison, the IRRs backed out at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> (solid line), denoted by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          β 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          w 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, stay below their perfect-protection counterparts at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> (dashed line), denoted by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          w 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, for all 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        w 
      </mi> 
     </math> which implies a lower cost of capital for the entrepreneur when the degree of investor protection deteriorates. Intuitively, the entrepreneur gains privileges from the firm (through stealing) when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>. Consequently, she is willing to run the firm even at a relatively low level of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ξ 
      </mi> 
     </math>.</p>
    <p>We simulate the firm’s dividend payouts 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            D 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> as the averages from 10,000 simulated firms where each firm is subject to three types of shocks: the investment-specific shocks of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          Z 
        </mi> 
        <mi>
          t 
        </mi> 
        <mi>
          I 
        </mi> 
       </msubsup> 
      </mrow> 
     </math>, the productivity shock of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          Z 
        </mi> 
        <mi>
          t 
        </mi> 
        <mi>
          A 
        </mi> 
       </msubsup> 
      </mrow> 
     </math>, and the 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          B 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math>-shock for market risks. More specifically, we obtain a sequence of independent draws from a trivariate normal distribution with correlation coefficient being 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          ρ 
        </mi> 
        <mi>
          I 
        </mi> 
       </msub> 
      </mrow> 
     </math> for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            Z 
          </mi> 
          <mi>
            t 
          </mi> 
          <mi>
            I 
          </mi> 
         </msubsup> 
         <mo>
           , 
         </mo> 
         <msub> 
          <mi>
            B 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ρ 
      </mi> 
     </math> for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            Z 
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            t 
          </mi> 
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            A 
          </mi> 
         </msubsup> 
         <mo>
           , 
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          <mi>
            B 
          </mi> 
          <mi>
            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, and 0 for 
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       <mrow> 
        <mo>
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        <mrow> 
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        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. The path of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
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            B 
          </mi> 
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            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> are then mapped into a path of the state variables 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          ( 
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            W 
          </mi> 
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            t 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> that corresponds to one particular firm, from which we calculate the firm’s optimal policies that help drive the evolution of 
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       <mrow> 
        <mo>
          ( 
        </mo> 
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           , 
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           W 
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        </mrow> 
        <mo>
          ) 
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       </mrow> 
      </mrow> 
     </math> next period. Whenever a firm’s financial slack falls below 
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       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math>, it gets liquidated, delivers 
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       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mi>
            d 
          </mi> 
         </msub> 
         <mo>
           + 
         </mo> 
         <mi>
           l 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mi>
          t 
        </mi> 
       </msub> 
      </mrow> 
     </math> to outside shareholders in next period, and then is removed from simulation<sup>13</sup>. We start at 
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       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> for all simulated firms and without the loss of generality we further normalize their initial capital 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          K 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> to one.</p>
    <fig id="fig3" position="float">
     <label>Figure 3</label>
     <caption>
      <title>Figure 3. Firm valuation from outside shareholders’ perspective. <xref ref-type="fig" rid="fig3">
        Figure 3
       </xref> plots variables related to firm valuation for two scenarios of 

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  β
 
        </mi>

       </math>: 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   20
  
         </mn>
 
        </mrow>

       </math> and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mi>
          
   ∞
  
         </mi>
 
        </mrow>

       </math>. Panel A plots the internal rate of return (IRR) for the firm as the function of the firm’s financial slack 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  w
 
        </mi>

       </math>. Panel B plots the simulated average dividend payouts 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  D
 
        </mi>

       </math> which are based on 10,000 simulated firms for a time horizon of 300 months, where all simulated firms start at 

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         <msub> 
   
          <mi>
           
    w
   
          </mi> 
   
          <mn>
           
    0
   
          </mn> 
  
         </msub> 
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   0.
  
         </mn>
 
        </mrow>

       </math> Panel C&amp;D plot 

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         <mi>
          
   P
  
         </mi>
  
         <msup> 
   
          <mi>
           
    V
   
          </mi> 
   
          <mi>
           
    T
   
          </mi> 
  
         </msup> 
 
        </mrow>

       </math>, the present value of firm’s dividend payout up to period 

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  T
 
        </mi>

       </math> when 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  T
 
        </mi>

       </math> varies from 0 to 2880 months. In Panel C, we pair the backed-out IRRs with the 

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         <msubsup> 
   
          <mrow> 
    
           <mrow>
     
            <mo>
              { 
            </mo> 
     
            <mrow> 
             <msub> 
              <mi>
                D 
              </mi> 
              <mi>
                s 
              </mi> 
             </msub> 
            </mrow> 
     
            <mo>
              } 
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           </mrow>
   
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          <mrow> 
    
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     s
    
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     =
    
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     0
    
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          <mrow> 
    
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     2880
    
           </mn>
   
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        </mrow>

       </math> that are simulated under the same 

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  β
 
        </mi>

       </math>-scenario, while in Panel D we uses IRRs backed out at 

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         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mi>
          
   ∞
  
         </mi>
 
        </mrow>

       </math> as the common discount rates to calculate the implied 

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    V
   
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    T
   
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         </msup> 
 
        </mrow>

       </math> under both 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  β
 
        </mi>

       </math>-scenarios.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1491158-rId672.jpeg?20250210113525" />
    </fig>
    <p>Panel B of <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> reports the simulated dividend payouts under the two 
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        β 
      </mi> 
     </math>-scenarios. Compared to 
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       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
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            D 
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            t 
          </mi> 
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            ∞ 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
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       </mrow> 
      </mrow> 
     </math> that are simulated under the perfect investor protection (dashed line), the simulated 
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            D 
          </mi> 
          <mi>
            t 
          </mi> 
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            β 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> at 
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       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
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      </mrow> 
     </math> (solid line) falls below initially but rises above in the longer term, i.e., roughly after the first 160 months. The initial depression of 
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        D 
      </mi> 
     </math> is quite intuitive: It is due to the entrepreneur’s stealing which reduces the firm’s available resources to make payouts. On the other hand, stealing in our setup also provides the empire building incentive for the entrepreneur since she can enjoy a higher privilege with the firm when it grows bigger. With the expanded opportunity set that allows her to take unconstrained positions in the stock market, the entrepreneur has a strong incentive to re-allocate resources from payouts to asset allocation which strengthens the value-creation effect leading to even more aggressive asset allocation policies in the future<sup>14</sup>. The rising 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        W 
      </mi> 
     </math> (liquid wealth) and the rising 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        X 
      </mi> 
     </math> (asset allocation) reinforces each other which gives rise to the higher dividend payouts in the longer term.</p>
    <p>We now examine whether the “short-term pain for long-term gain” pattern of dividend payouts actually benefit the outside investors. To this purpose, we combine the firm’s IRR calculated from Section V.B.1 with the simulated dividends payouts from Section V.B.2, and calculate the valuation of the firm by</p>
    <p>
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      </mrow> 
     </math>(5.2)</p>
    <p>where 
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       <mn>
         1 
       </mn> 
       <mo>
         − 
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       <mi>
         y 
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     </math> denotes the aggregated cash-flow right by outside investors; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        τ 
      </mi> 
     </math> denotes the firm’s (stochastic) liquidation time. To implement the definition of (5.2), we introduce the trancated version of 
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       <mi>
         P 
       </mi> 
       <mi>
         V 
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      </mrow> 
     </math>, denoted as 
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       <mi>
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       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math>, which is calculated as follows:</p>
    <p>
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            </mo> 
           </mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <msub> 
              <mi>
                W 
              </mi> 
              <mi>
                τ 
              </mi> 
             </msub> 
             <mo>
               + 
             </mo> 
             <mi>
               l 
             </mi> 
             <msub> 
              <mi>
                K 
              </mi> 
              <mi>
                τ 
              </mi> 
             </msub> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
         <mo>
           . 
         </mo> 
        </mtd> 
       </mtr> 
      </mtable> 
     </math>(5.3)</p>
    <p>In (5.3), 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mn>
          1 
        </mn> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mo>
            . 
          </mo> 
          <mo>
            } 
          </mo> 
         </mrow> 
        </mrow> 
       </msub> 
      </mrow> 
     </math> denotes the indicator function which equals 1 when what is within {.} is correct and 0 otherwise. Apparently, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mi>
         V 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         T 
       </mi> 
       <mo>
         → 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>. For a finite 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math>, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> can be treated as the valuation of a firm which “expires” at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math>. Given 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math>, we calculate 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> through a large sample of simulated firms. Upon its “expiration” before the liquidation, a firm delivers 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mi>
          T 
        </mi> 
       </msub> 
      </mrow> 
     </math> to outside shareholders. However, if the firm is liquidated before its “expiration”, it delivers 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
         <mo>
           + 
         </mo> 
         <mi>
           l 
         </mi> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> and is then excluded from the rest of the simulation. As indicated by its definition, we explicitly account for the state-dependence of the discount rates, as indicated by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mi>
            s 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, in our calculations of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math>.</p>
    <p>To ensure that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> converges to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mi>
         V 
       </mi> 
      </mrow> 
     </math>, we simulate a long time series of dividend payouts up to 240 years so that a further increase of the time span has little impact on the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math>. We thus use the value of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> obtained at the end of the 240th year as the (accurate) approximation of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mi>
         V 
       </mi> 
      </mrow> 
     </math>. To study the impact of control friction on firm valuation, we plot in Panel C&amp;D of <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mi>
         s 
       </mi> 
      </mrow> 
     </math> from 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         T 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> up to the 240th year under two scenarios of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>, where the initial financial slack is set at zero without loss of generality.</p>
    <p>In Panel C, we pair 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mi>
         s 
       </mi> 
      </mrow> 
     </math> that are backed out according to (5.1) with the simulated dividend payouts for the same 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>-scenario. Relative to its perfect-protection counterpart which shuts down the control friction (dashed line), 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> (solid line) falls below initially but quickly rises above. It then stays above with the implied discrepancy getting wider and wider as time goes by. In unreported exercises, we confirm that this result holds as we vary 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math>. Thus, the “short-term pain for long-term gain” pattern of dividend payouts, which is induced by the control friction at the presence of imperfect investor protection, indeed translate into a higher valuation of the firm.</p>
    <p>To reinforce our result, we further plot in Panel D of the <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
      </mrow> 
     </math> where we use the common discounting scheme of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> for its calculation under both 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>-scenarios. Compared to plots in Panel C, the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mi>
         s 
       </mi> 
      </mrow> 
     </math> at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> (dashed line) remain unchanged but the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           β 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           20 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> (solid line) falls below because the underlying dividend streams are now discounted by the higher discount rates implied from 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> (see Panel A of <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> that shows 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msup> 
       <mo>
         &gt; 
       </mo> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          β 
        </mi> 
       </msup> 
      </mrow> 
     </math>). Naturally, this higher discounting with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          ξ 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> keeps 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           β 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           20 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> below 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           β 
         </mi> 
         <mo>
           = 
         </mo> 
         <mi>
           ∞ 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> for a longer time. Still, the strengthened value-creation effect attributed to the entrepreneur’s empire building motives at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> eventually drives 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           β 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           20 
         </mn> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> above 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <msup> 
        <mi>
          V 
        </mi> 
        <mi>
          T 
        </mi> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           β 
         </mi> 
         <mo>
           = 
         </mo> 
         <mi>
           ∞ 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>, albeit by a smaller margin when compared to that plotted in Panel C.</p>
   </sec>
   <sec id="s5_3">
    <title>5.3. Welfare Analyses</title>
    <p>In Section V.B, we show that control friction enables a higher firm valuation for outside shareholders. One caveat for the analysis is that it focuses on mean-only information. Indeed, the definition of (5.2) indicates that only information from the first moment of dividend payouts is needed for the calculation of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         P 
       </mi> 
       <mi>
         V 
       </mi> 
      </mrow> 
     </math>. As shown in Panel A&amp;B of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>, the simulated dividend payouts are more volatile at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> (solid line) than at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> that shuts down the control friction (dashed line), either along the dimension of time (Panel A) or along the dimension of the firm’s initial financial slack 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> (Panel B). Intuitively, the entrepreneur’s empire building motives facilitated by control friction at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> leads to over-investment and a more aggressive position in the stock market relative to the case at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>. Consequently, the firm is subject to more of the investment and market risks which is captured by a more volatile dividend stream. The higher volatility is disliked by a risk averse agent which could lead to a lower utility at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> despite of the higher average payouts. In this section, we examine this logic by performing the welfare analyses for the two types of firm agents.</p>
    <p>Since all firm agents are endowed with the same CRRA utility function given by (2.8), we calculate their accumulated utilities from the firm from period 0 up to period 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math> by</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         ≡ 
       </mo> 
       <mi>
         E 
       </mi> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mstyle displaystyle="true"> 
          <mrow> 
           <msubsup> 
            <mo>
              ∫ 
            </mo> 
            <mn>
              0 
            </mn> 
            <mrow> 
             <mi>
               min 
             </mi> 
             <mrow> 
              <mo>
                { 
              </mo> 
              <mrow> 
               <mi>
                 τ 
               </mi> 
               <mo>
                 , 
               </mo> 
               <mi>
                 T 
               </mi> 
              </mrow> 
              <mo>
                } 
              </mo> 
             </mrow> 
            </mrow> 
           </msubsup> 
           <mrow> 
            <msup> 
             <mtext>
               e 
             </mtext> 
             <mrow> 
              <mo>
                − 
              </mo> 
              <mi>
                ζ 
              </mi> 
              <mi>
                s 
              </mi> 
             </mrow> 
            </msup> 
            <mi>
              U 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 C 
               </mi> 
               <mrow> 
                <mn>
                  1 
                </mn> 
                <mo>
                  , 
                </mo> 
                <mi>
                  s 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mtext>
              d 
            </mtext> 
            <mi>
              s 
            </mi> 
           </mrow> 
          </mrow> 
         </mstyle> 
         <mo>
           + 
         </mo> 
         <msup> 
          <mtext>
            e 
          </mtext> 
          <mrow> 
           <mo>
             − 
           </mo> 
           <mi>
             ζ 
           </mi> 
           <mi>
             τ 
           </mi> 
          </mrow> 
         </msup> 
         <msub> 
          <mn>
            1 
          </mn> 
          <mrow> 
           <mrow> 
            <mo>
              { 
            </mo> 
            <mrow> 
             <mi>
               τ 
             </mi> 
             <mo>
               &gt; 
             </mo> 
             <mi>
               T 
             </mi> 
            </mrow> 
            <mo>
              } 
            </mo> 
           </mrow> 
          </mrow> 
         </msub> 
         <mi>
           U 
         </mi> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              C 
            </mi> 
            <mi>
              T 
            </mi> 
           </msub> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
      </mrow> 
     </math>(5.4)</p>
    <p>for the entrepreneur, and by</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mtable> 
       <mtr> 
        <mtd> 
         <msubsup> 
          <mi>
            V 
          </mi> 
          <mn>
            2 
          </mn> 
          <mi>
            T 
          </mi> 
         </msubsup> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              0 
            </mn> 
           </msub> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
         <mo>
           ≡ 
         </mo> 
         <mi>
           E 
         </mi> 
         <mrow> 
          <mo>
            [ 
          </mo> 
          <mrow> 
           <mstyle displaystyle="true"> 
            <mrow> 
             <msubsup> 
              <mo>
                ∫ 
              </mo> 
              <mn>
                0 
              </mn> 
              <mrow> 
               <mi>
                 min 
               </mi> 
               <mrow> 
                <mo>
                  { 
                </mo> 
                <mrow> 
                 <mi>
                   τ 
                 </mi> 
                 <mo>
                   , 
                 </mo> 
                 <mi>
                   T 
                 </mi> 
                </mrow> 
                <mo>
                  } 
                </mo> 
               </mrow> 
              </mrow> 
             </msubsup> 
             <mrow> 
              <msup> 
               <mtext>
                 e 
               </mtext> 
               <mrow> 
                <mo>
                  − 
                </mo> 
                <mi>
                  ζ 
                </mi> 
                <mi>
                  s 
                </mi> 
               </mrow> 
              </msup> 
              <mi>
                U 
              </mi> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <mrow> 
                 <mo>
                   ( 
                 </mo> 
                 <mrow> 
                  <mn>
                    1 
                  </mn> 
                  <mo>
                    − 
                  </mo> 
                  <mi>
                    y 
                  </mi> 
                 </mrow> 
                 <mo>
                   ) 
                 </mo> 
                </mrow> 
                <msub> 
                 <mi>
                   D 
                 </mi> 
                 <mi>
                   s 
                 </mi> 
                </msub> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
              <mtext>
                d 
              </mtext> 
              <mi>
                s 
              </mi> 
             </mrow> 
            </mrow> 
           </mstyle> 
           <mo>
             + 
           </mo> 
           <msup> 
            <mtext>
              e 
            </mtext> 
            <mrow> 
             <mo>
               − 
             </mo> 
             <mi>
               ζ 
             </mi> 
             <mi>
               τ 
             </mi> 
            </mrow> 
           </msup> 
           <msub> 
            <mn>
              1 
            </mn> 
            <mrow> 
             <mrow> 
              <mo>
                { 
              </mo> 
              <mrow> 
               <mi>
                 τ 
               </mi> 
               <mo>
                 &gt; 
               </mo> 
               <mi>
                 T 
               </mi> 
              </mrow> 
              <mo>
                } 
              </mo> 
             </mrow> 
            </mrow> 
           </msub> 
           <mi>
             U 
           </mi> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mn>
                 1 
               </mn> 
               <mo>
                 − 
               </mo> 
               <mi>
                 y 
               </mi> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
             <msub> 
              <mi>
                D 
              </mi> 
              <mi>
                T 
              </mi> 
             </msub> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
         </mrow> 
        </mtd> 
       </mtr> 
       <mtr> 
        <mtd> 
         <mtext>
             
         </mtext> 
         <mtext>
             
         </mtext> 
         <mtext>
             
         </mtext> 
         <mo>
           + 
         </mo> 
         <mrow> 
          <mrow> 
           <msup> 
            <mtext>
              e 
            </mtext> 
            <mrow> 
             <mo>
               − 
             </mo> 
             <mi>
               ζ 
             </mi> 
             <mi>
               τ 
             </mi> 
            </mrow> 
           </msup> 
           <msub> 
            <mn>
              1 
            </mn> 
            <mrow> 
             <mrow> 
              <mo>
                { 
              </mo> 
              <mrow> 
               <mi>
                 τ 
               </mi> 
               <mo>
                 &lt; 
               </mo> 
               <mi>
                 T 
               </mi> 
              </mrow> 
              <mo>
                } 
              </mo> 
             </mrow> 
            </mrow> 
           </msub> 
           <mi>
             U 
           </mi> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mn>
                 1 
               </mn> 
               <mo>
                 − 
               </mo> 
               <mi>
                 y 
               </mi> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <msub> 
                <mi>
                  W 
                </mi> 
                <mi>
                  τ 
                </mi> 
               </msub> 
               <mo>
                 + 
               </mo> 
               <mi>
                 l 
               </mi> 
               <msub> 
                <mi>
                  K 
                </mi> 
                <mi>
                  τ 
                </mi> 
               </msub> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mo>
            ] 
          </mo> 
         </mrow> 
        </mtd> 
       </mtr> 
      </mtable> 
     </math>(5.5)</p>
    <p>for outside investors. In (5.4)-(5.5), 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        τ 
      </mi> 
     </math> denotes the firm’s (stochastic) liquidation time; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mn>
          1 
        </mn> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mo>
            . 
          </mo> 
          <mo>
            } 
          </mo> 
         </mrow> 
        </mrow> 
       </msub> 
      </mrow> 
     </math> denotes the indicator function; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ζ 
      </mi> 
     </math> denotes the (constant) subjective discount; 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         U 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mo>
          . 
        </mo> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> is given by (2.8). In the former case with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math>, the entrepreneur derives her utility solely from her consumption stream 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
           </msub> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mi>
           s 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           0 
         </mn> 
        </mrow> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> when the firm is alive, where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> is given by (3.19). Upon the firm’s liquidation, she obtains the</p>
    <fig id="fig4" position="float">
     <label>Figure 4</label>
     <caption>
      <title>Figure 4. Utility analyses. Panel A&amp;B plot the volatility of the simulated dividend payouts along the dimension of the time and along the dimension of the firm’s initial financial slack 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    w
   
          </mi> 
   
          <mn>
           
    0
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math>, respectively, where 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    w
   
          </mi> 
   
          <mn>
           
    0
   
          </mn> 
  
         </msub> 
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   0
  
         </mn>
 
        </mrow>

       </math> for Panel A and the time span is 300 months for Panel B. Panel C&amp;D plot 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msubsup> 
   
          <mi>
           
    V
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
   
          <mi>
           
    T
   
          </mi> 
  
         </msubsup> 
 
        </mrow>

       </math> and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msubsup> 
   
          <mi>
           
    V
   
          </mi> 
   
          <mn>
           
    2
   
          </mn> 
   
          <mi>
           
    T
   
          </mi> 
  
         </msubsup> 
 
        </mrow>

       </math>, respectively, which denote utilties that are accumulated from the firm up to to period 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  T
 
        </mi>

       </math> by the controlling shareholder (

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msubsup> 
   
          <mi>
           
    V
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
   
          <mi>
           
    T
   
          </mi> 
  
         </msubsup> 
 
        </mrow>

       </math>) and by outside shareholders (

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msubsup> 
   
          <mi>
           
    V
   
          </mi> 
   
          <mn>
           
    2
   
          </mn> 
   
          <mi>
           
    T
   
          </mi> 
  
         </msubsup> 
 
        </mrow>

       </math>). Variables in Panel A-D are all plotted under two 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  β
 
        </mi>

       </math>-scenarios: 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   20
  
         </mn>
 
        </mrow>

       </math> and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mi>
          
   ∞
  
         </mi>
 
        </mrow>

       </math>. Panel E&amp;F plot the percentage welfare gain for the controlling shareholder, denoted by 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math>, and the percentage welfare loss for outside shareholders, denoted by 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    2
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math>, respectively, when the degree of investor protection deteriorates from 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mi>
          
   ∞
  
         </mi>
 
        </mrow>

       </math> to 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   20
  
         </mn>
 
        </mrow>

       </math>.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1491158-rId830.jpeg?20250210113527" />
    </fig>
    <p>lump-sum payment of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         y 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
         <mo>
           + 
         </mo> 
         <mi>
           l 
         </mi> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> which, instead of being consumed, is used as the initial wealth for her retirement as the Merton consumer. In the latter case with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math>, outside investors derive their utilities from the firm according to their cash-flow right which include 1) the dividend payouts of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mi>
          s 
        </mi> 
       </msub> 
      </mrow> 
     </math> up to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math> conditional on that the firm is alive; and 2) the liquidation payment of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
         <mo>
           + 
         </mo> 
         <mi>
           l 
         </mi> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> conditional on a firm liquidation that occurs before 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math>. Given 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mi>
          j 
        </mi> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         j 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         1 
       </mn> 
       <mo>
         , 
       </mo> 
       <mn>
         2 
       </mn> 
      </mrow> 
     </math>, the welfare that the 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        j 
      </mi> 
     </math>th type of agents derives from the firm is its limit 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mi>
          j 
        </mi> 
       </msub> 
      </mrow> 
     </math> when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         T 
       </mi> 
       <mo>
         → 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>.</p>
    <p>To ensure that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mi>
          j 
        </mi> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> converges to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mi>
          j 
        </mi> 
       </msub> 
      </mrow> 
     </math>, we again simulate a large sample of firms from which we generate a long time series of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
           </msub> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mi>
           s 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           0 
         </mn> 
        </mrow> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              D 
            </mi> 
            <mi>
              s 
            </mi> 
           </msub> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
        </mrow> 
        <mrow> 
         <mi>
           s 
         </mi> 
         <mo>
           = 
         </mo> 
         <mn>
           0 
         </mn> 
        </mrow> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> that covers a period of 2880 months. The details on simulation are described in Section V.B.2. Without the loss of generality, we set 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> to 0 and calculate 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> according to (5.4)-(5.5) by making use of the simulated streams of consumptions and dividend payouts. Panel C&amp;D of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref> plot the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math>, respectively, for the two 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>-scenarios. Both 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> converge faily quickly in that the implied curves all start to flatten out after the first 1000 months. Given that the baseline value of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        γ 
      </mi> 
     </math> is greater than one, (2.8) implies that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         U 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          C 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> is negative at any positive 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        C 
      </mi> 
     </math>. Consequently, the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
       <mi>
         s 
       </mi> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
       <mi>
         s 
       </mi> 
      </mrow> 
     </math> are all negative.</p>
    <p>Different than the plots in <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> on firm valuation, the implied welfare for outside investors, calculated as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          T 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> in its convergence region (Panel D of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>), is lower with the control friction at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> (solid line) than without the friction at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> (dashed line) which restores the usual conclusion that corporate stealing is damaging to minority shareholders from outside. Despite of the higher volatility of dividend payouts at a lower degree of investor protection (Panel A&amp;B of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>), the implied welfare for the entrepreneur is still higher with the control friction at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> than without (Panel C). To understand the difference, notice that there are two offsetting effects that determine the welfare impact of control friction. Relative to its perfect-protection counterpart, control friction at a lower 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math> induces the empire building motive that gives rise to both the higher dividend payouts in the longer term (cash-flow effect) and a more volatile stream of payouts (volatility effect). While cash-flow effect enhances welfare, the volatility effect depresses it. In the case with outside investors, the volatility effect dominates so that a lower degree of investor protection delivers a welfare loss. In contrast, the volatility effect is dominated by a strengthened cash-flow effect in the case with the entrepreneur because the stealing technology enables a consumption stream that stays uniformly above its perfect-protection counterpart.</p>
    <p>We further conduct welfare analyses to quantify the impact of imperfect investor protection on both the entrepreneur and outside investors. More specifically, we calculate welfare gain (or loss) for the two types of firm agents when the degree of investor protection deteriorates from 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math>. To this purpose, we account for the dependences of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> on their respective consumption stream by explicitly writing their formulas as follows:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
           </msub> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         ≡ 
       </mo> 
       <mi>
         E 
       </mi> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mstyle displaystyle="true"> 
          <mrow> 
           <msubsup> 
            <mo>
              ∫ 
            </mo> 
            <mn>
              0 
            </mn> 
            <mi>
              τ 
            </mi> 
           </msubsup> 
           <mrow> 
            <msup> 
             <mtext>
               e 
             </mtext> 
             <mrow> 
              <mo>
                − 
              </mo> 
              <mi>
                ζ 
              </mi> 
              <mi>
                s 
              </mi> 
             </mrow> 
            </msup> 
            <mi>
              U 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 C 
               </mi> 
               <mrow> 
                <mn>
                  1 
                </mn> 
                <mo>
                  , 
                </mo> 
                <mi>
                  s 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mtext>
              d 
            </mtext> 
            <mi>
              s 
            </mi> 
           </mrow> 
          </mrow> 
         </mstyle> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
      </mrow> 
     </math>(5.6)</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               2 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
           </msub> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         ≡ 
       </mo> 
       <mi>
         E 
       </mi> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mstyle displaystyle="true"> 
          <mrow> 
           <msubsup> 
            <mo>
              ∫ 
            </mo> 
            <mn>
              0 
            </mn> 
            <mi>
              τ 
            </mi> 
           </msubsup> 
           <mrow> 
            <msup> 
             <mtext>
               e 
             </mtext> 
             <mrow> 
              <mo>
                − 
              </mo> 
              <mi>
                ζ 
              </mi> 
              <mi>
                s 
              </mi> 
             </mrow> 
            </msup> 
            <mi>
              U 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 C 
               </mi> 
               <mrow> 
                <mn>
                  2 
                </mn> 
                <mo>
                  , 
                </mo> 
                <mi>
                  s 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mtext>
              d 
            </mtext> 
            <mi>
              s 
            </mi> 
           </mrow> 
          </mrow> 
         </mstyle> 
         <mo>
           + 
         </mo> 
         <msup> 
          <mtext>
            e 
          </mtext> 
          <mrow> 
           <mo>
             − 
           </mo> 
           <mi>
             ζ 
           </mi> 
           <mi>
             τ 
           </mi> 
          </mrow> 
         </msup> 
         <mi>
           U 
         </mi> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <msub> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               2 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               τ 
             </mi> 
            </mrow> 
           </msub> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math>(5.7)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           , 
         </mo> 
         <mi>
           s 
         </mi> 
        </mrow> 
       </msub> 
      </mrow> 
     </math> is given by (3.19); 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mo>
           , 
         </mo> 
         <mi>
           s 
         </mi> 
        </mrow> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mi>
          s 
        </mi> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          C 
        </mi> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mo>
           , 
         </mo> 
         <mi>
           τ 
         </mi> 
        </mrow> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <mi>
           y 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            W 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
         <mo>
           + 
         </mo> 
         <mi>
           l 
         </mi> 
         <msub> 
          <mi>
            K 
          </mi> 
          <mi>
            τ 
          </mi> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. It is easy to see that (5.6)-(5.7) are the limiting cases of (5.4)-(5.4) when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         T 
       </mi> 
       <mo>
         → 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math><sup>15</sup>.</p>
    <p>To quantify the welfare effects, we calculate the percentage change in consumptions under the perfect investor protection that is required to maintain a firm agent’s welfare level when the degree of investor protection deteriorates. Consider the entrepreneur first. For the given 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math>, define a constant number 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> such that</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               + 
             </mo> 
             <msub> 
              <mi>
                k 
              </mi> 
              <mn>
                1 
              </mn> 
             </msub> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <msubsup> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
            <mi>
              ∞ 
            </mi> 
           </msubsup> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          β 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msubsup> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
            <mi>
              β 
            </mi> 
           </msubsup> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>(5.8)</p>
    <p>In (5.8), the superscript “ 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ∞ 
      </mi> 
     </math>“ denotes the case when control friction is shut down at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> while the superscript “ 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>“ denotes the case with the control friction at a finite 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>. In particular, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             , 
           </mo> 
           <mi>
             s 
           </mi> 
          </mrow> 
          <mi>
            ∞ 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             , 
           </mo> 
           <mi>
             s 
           </mi> 
          </mrow> 
          <mi>
            β 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> denote the entrepreneur’s optimal consumption stream at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> and at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>, respectively. The entrepreneur is likely to gain from the control friction which implies that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msubsup> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
            <mi>
              ∞ 
            </mi> 
           </msubsup> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         &lt; 
       </mo> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
        <mi>
          β 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msubsup> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
            <mi>
              β 
            </mi> 
           </msubsup> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> thus measures the welfare gain for the entrepreneur, in terms the percentage increase of her consumption from its perfect-protection level, when the degree of investor protection deteriorates which introduces the control friction. Note that an increase of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mn>
         1 
       </mn> 
       <mo>
         + 
       </mo> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> applies to the entire consumption stream.</p>
    <p>Turning to outside investors, we similarly define a constant 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> for the given 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> such that</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               − 
             </mo> 
             <msub> 
              <mi>
                k 
              </mi> 
              <mn>
                2 
              </mn> 
             </msub> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <msubsup> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               2 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
            <mi>
              ∞ 
            </mi> 
           </msubsup> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msubsup> 
        <mi>
          V 
        </mi> 
        <mn>
          2 
        </mn> 
        <mi>
          β 
        </mi> 
       </msubsup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mrow> 
          <mo>
            { 
          </mo> 
          <mrow> 
           <msubsup> 
            <mi>
              C 
            </mi> 
            <mrow> 
             <mn>
               2 
             </mn> 
             <mo>
               , 
             </mo> 
             <mi>
               s 
             </mi> 
            </mrow> 
            <mi>
              β 
            </mi> 
           </msubsup> 
          </mrow> 
          <mo>
            } 
          </mo> 
         </mrow> 
         <mo>
           ; 
         </mo> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>(5.9)</p>
    <p>where the superscripts “ 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ∞ 
      </mi> 
     </math>“ and “ 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>“ are defined in a similar way as that for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          V 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math>. As shown in Panel D of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>, an outside investor achieves the higher utility when control friction is shut down at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>. Therefore, to maintain the welfare level when the degree of investor protection deteriorates, we need to adjust his consumption at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> downward from the optimal level of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             2 
           </mn> 
           <mo>
             , 
           </mo> 
           <mi>
             s 
           </mi> 
          </mrow> 
          <mi>
            ∞ 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. In other words, an outside investor feels indifferent when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math> falls below 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ∞ 
      </mi> 
     </math> only if his consumption stream prior to the change is actually below 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             2 
           </mn> 
           <mo>
             , 
           </mo> 
           <mi>
             s 
           </mi> 
          </mrow> 
          <mi>
            ∞ 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. The implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math>, as defined in (5.9), thus measures his welfare loss, in terms of the percentage decrease of his consumption stream, when the degree of investor protection deteriorates.</p>
    <p>To gauge the impact of the firm’s initial financial status on the implied welfare effects, we vary the initial 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> from −0.64 to 3 when calculating 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math>. We plot the resulting 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> in Panel E&amp;F of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>, respectively, where both 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> are quoted in percentage. As 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> rises, the firm’s dividend payouts become more attributable to the accumulated liquid wealth 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        W 
      </mi> 
     </math> and less attributable to the firm’s capital 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math> because a higher financial slack, as measured by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        w 
      </mi> 
     </math>, allows a more aggressive asset allocation strategy which enables the firm to better exploit the value-creation effect from the stock market. Given that the amount of stealing is proportional to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math>, a higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> thus implies, in a relative sense, a lower degree of damage that stealing imposes on outside investors. This decreasing stealing effect implies a lower welfare loss so that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> plotted in Panel F of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref> is monotonically decreasing. Specifically, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> can rise as high as 81.5% when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> drops to a level that is very close to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math>. Intuitively, a higher firm-level volatility, which is attributed the deterioration in the degree of investor protection (see Panel A&amp;B of <xref ref-type="fig" rid="fig4">
      Figure 4
     </xref>), is quite costly to outside shareholders when it can easily trigger the firm’s liquidation at a sufficiently low 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math>.</p>
    <p>In comparison, the entrepreneur’s welfare gain due to the control friction is much lower (Panel E). The difference in magnitudes between 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> reflects the power of the control right which allows the entrepreneur to “smooth out” her welfare to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>-variations. Unlike 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math>, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> is not monotonic in 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> and the dividing point is roughly at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mo>
         − 
       </mo> 
       <mn>
         0.28 
       </mn> 
      </mrow> 
     </math>. When 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         &gt; 
       </mo> 
       <mo>
         − 
       </mo> 
       <mn>
         0.28 
       </mn> 
      </mrow> 
     </math>, the decreasing stealing effect explained in the last paragraph is dominant which also drives a decreasing 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. When 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is relatively low, on the other hand, the resource re-allocation effect, which means that the entrepreneur exploits the control friction to re-allocate resources from dividend payouts to investment and asset allocation that helps raise her consumption in the future, becomes the dominant force. A higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> depresses the concern for liquidation and thus enhances the resource re-allocation effect which raises the entrepreneur’s welfare. Consequently, we observe an increasing 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> in the region between 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math> and −0.28. In summary, our model provides the first theoretical study that links the welfare effect of investor protection to the firm’s financial status. By doing so, it predicts that 1) the entrepreneur’s welfare gain following a deterioration of investor protection is hump-shaped; and 2) investor protection is more important for outside investors when the firm is in a worse financial condition.</p>
    <p>In this subsection, we perform comparative analysis with respect to the implied welfare gains (or losses) when we vary some key model parameters. Panel A-C of <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref> plot the results with respect to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math>. Panel A shows the impact of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ϵ 
      </mi> 
     </math> which controls the volatility of investment-specific shocks. A higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ϵ 
      </mi> 
     </math> means a higher firm-level volatility that comes from investment risk which drives up the volatility of the simulated dividend payouts. Consequently, it drives up the volatility of the consumption stream which is disliked by the risk-averse entrepreneur. While a deterioration of investor protection still generates the welfare gain for the entrepreneur at a higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ϵ 
      </mi> 
     </math>, the implied consumption stream 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             , 
           </mo> 
           <mi>
             s 
           </mi> 
          </mrow> 
          <mi>
            β 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> becomes less desirable because of the extra volatility induced by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ϵ 
      </mi> 
     </math>. Consequently, the welfare gain from control friction as measured by 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> is lower at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ϵ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         1 
       </mn> 
      </mrow> 
     </math> (dashed line) than at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ϵ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> (solid line).</p>
    <p>We next allow the firm agents’ degree of risk aversion 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        γ 
      </mi> 
     </math> to vary and plot the implications on 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> in Panel B of <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref>. At a higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         γ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         4 
       </mn> 
      </mrow> 
     </math>, the higher volatility of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mrow> 
         <msubsup> 
          <mi>
            C 
          </mi> 
          <mrow> 
           <mn>
             1 
           </mn> 
           <mo>
             , 
           </mo> 
           <mi>
             s 
           </mi> 
          </mrow> 
          <mi>
            β 
          </mi> 
         </msubsup> 
        </mrow> 
        <mo>
          } 
        </mo> 
       </mrow> 
      </mrow> 
     </math> under the control friction is more disliked by the entrepreneur which implies a lower welfare gain across all 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math>. An interesting observation is that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         γ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         4 
       </mn> 
      </mrow> 
     </math> apparently turns negative when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> gets close to the implied liquidation boundary at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         γ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         4 
       </mn> 
      </mrow> 
     </math>, which implies welfare losses instead of gains to the entrepreneur. Intuitively, a drop of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> towards 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math> raises the concern about the negative effect of the higher volatility at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> because it can trigger the value-destroying liquidation more easily. When the entrepreneur is more risk</p>
    <fig id="fig5" position="float">
     <label>Figure 5</label>
     <caption>
      <title>Figure 5. Comparative analysis with respect to 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math> and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    2
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math>. 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math> and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    2
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math> denotes the welfare gain for the controlling shareholder and the welfare loss for outside shareholders, respectively, when the degree of investor protection deteriorates from 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mi>
          
   ∞
  
         </mi>
 
        </mrow>

       </math> to 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <mi>
          
   β
  
         </mi>
  
         <mo>
          
   =
  
         </mo>
  
         <mn>
          
   20
  
         </mn>
 
        </mrow>

       </math>. Panel A-C plot comparative statics with respect to 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    1
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math> when we vary the volatility parameter for investment-specific shocks 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  ϵ
 
        </mi>

       </math> (Panel A), the firm agents’ degree of risk aversion 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  γ
 
        </mi>

       </math> (Panel B), and the market Sharpe ratio 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  η
 
        </mi>

       </math> which determines the equity risk premium (Panel C). Panel D-F plots comparative statics with respect to 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
         <msub> 
   
          <mi>
           
    k
   
          </mi> 
   
          <mn>
           
    2
   
          </mn> 
  
         </msub> 
 
        </mrow>

       </math> when we vary 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  ϵ
 
        </mi>

       </math> (Panel D), 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  γ
 
        </mi>

       </math> (Panel E), and 

       <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         
  η
 
        </mi>

       </math> (Panel F), respectively.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1491158-rId1107.jpeg?20250210113528" />
    </fig>
    <p>averse, the volatility effect is substantially enhanced and may even dominate the positive cash-flow effect (induced by stealing at the presence of control friction) when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is very close to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
       </msub> 
      </mrow> 
     </math>. Consequently, she may also suffer a welfare loss following a deterioration of investor protection.</p>
    <p>We further examine the impact of equity risk premium which is measured by the market Sharpe ratio 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        η 
      </mi> 
     </math> holding 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          R 
        </mi> 
       </msub> 
      </mrow> 
     </math> unchanged. With the market risk compensation shut down at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         η 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math>, the value-creation effect is gone so that the firm at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         &lt; 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math> no longer takes aggressive positions in the stock market. This has two effects on the entrepreneur’s welfare. First, the volatility of her consumption stream comes down since control friction facilitated by the imperfect investor protection no longer induces her to increase the firm’s market exposure. Second, without the opportunity from the stock market, the resource re-allocation effect now implies that the firm is allocating even more resources to investment. The further strengthened over-investment enables a faster growth of the firm’s capital stock 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math> which allows the entrepreneur to steal even more because the amount that she can divert is proportional to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        K 
      </mi> 
     </math>. Both effects work in the same direction of driving up the welfare gain. Consequently, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> rises uniformly when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        η 
      </mi> 
     </math> is reduced from its baseline level of 0.3 to 0 as plotted in Panel C of <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref><sup>16</sup>.</p>
    <p>We now turn to Panel D-F of <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref> which plots the results of comparative statics for outside investors. Unlike 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math>, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> remains positive irrespective of parametric changes which means that control friction always hurts outside shareholders. The dominant force that determines 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> is apparently the firm’s initial financial slack 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math>. In particular, when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         &lt; 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> so that the firm is in debt, a drop of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> towards the firm’s liquidation boundary substantially raises 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> implying a huge welfare loss to outside investors that is attributed to the control friction. The impact of all other determinants of 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> are relatively minor because they’re subject to offsetting forces. For example, a higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        γ 
      </mi> 
     </math> aggravates the volatility effect which tends to raise 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
      </mrow> 
     </math> implying a larger welfare loss. This is indeed the case when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is relatively small as plotted in Panel E of <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref>. However, a higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        γ 
      </mi> 
     </math> also prompts the entrepreneur to adopt less aggressive policies on investment and asset allocation which reduces firm-level risks as indicated by a smoother dividend payout scheme. This consumption-smoothing effect is more pronounced when the firm is in a better financial status<sup>17</sup> leading to a lower 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> at the higher 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        γ 
      </mi> 
     </math> when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is relatively high.</p>
    <p><sup>16</sup>It is worth noticing that the shape of the implied 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <msub> 
          <mi>
            w 
          </mi> 
          <mn>
            0 
          </mn> 
         </msub> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> in Panel C is more nuanced at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         η 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> (solid line) in that it also decreases a bit when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> is very close to the liquidation boundary (equaling −0.705 at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mi>
         ∞ 
       </mi> 
      </mrow> 
     </math>). Since 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
        <mi>
          β 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> is lower than 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
       <mo>
         = 
       </mo> 
       <mo>
         − 
       </mo> 
       <mn>
         0.705 
       </mn> 
      </mrow> 
     </math>, a deterioration from perfect investor protection to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         β 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         20 
       </mn> 
      </mrow> 
     </math> enables the entrepreneur to gain the breathing room when the firm is very close to its liquidation an instant of time before the change in 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        β 
      </mi> 
     </math>. Apparently, the implied liquidation relief effect becomes stronger as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> drops towards 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math> Still, this effect is uniformly dominated by the resource re-allocation effect in the case with 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         η 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         0.3 
       </mn> 
      </mrow> 
     </math>. When the market's risk compensation is shut down at 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         η 
       </mi> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math>, however, gaining the breathing room following the deterioration of investor protection becomes more valuable because it simultaneously points to a higher percentage welfare gain as discussed in the main text. Consequently, the aforementioned liquidation relief effect is further strengthened and our numerical result indicates that it can become dominant when 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> becomes sufficiently close to 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> leading to an increased 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          k 
        </mi> 
        <mn>
          1 
        </mn> 
       </msub> 
      </mrow> 
     </math> as 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math> further drops towards 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          w 
        </mi> 
        <mi>
          d 
        </mi> 
        <mi>
          ∞ 
        </mi> 
       </msubsup> 
      </mrow> 
     </math> (leftmost of the solid line plotted in Panel C of <xref ref-type="fig" rid="fig5">
      Figure 5
     </xref>).</p>
    <p>To summarize, welfare gains for the entrepreneur that results from stealing under imperfect investor protection is relatively small. Such gains may decrease as firm comes closer to its liquidation and they may even turn negative under certain circumstances. In contrast, outside investors suffer substantial welfare losses from a deterioration of investor protection when the firm is initially in debt (as indicated by a negative 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
      </mrow> 
     </math>). Variations in parameters that govern investment risk, risk preference, and risk compensation deliver clear effects on welfare changes for the entrepreneur, whereas their welfare implications are mixed for outside investors. Overall, our results deliver a clear economic message: While enhancing investor protection is indeed preferrable from the perspective of welfare analyses, it is particularly desirable when the firm is in financial distress.</p>
   </sec>
  </sec><sec id="s6">
   <title>6. Discussions</title>
   <p>Our robust result that imperfect investor protection raises firm valuation for outside investors is quite surprising because it seems to suggest that corporate stealing, despite of its destructive effect in earlier periods, can actually benefit outside shareholders. We emphasize that this result relies critically on the value-creation effect which hinges on a sizable equity risk premium and an expanded opportunity set for the firm that allows it to take unconstrained positions in the stock market. Indeed, we show in the top two panels of <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref> that 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        P 
      </mi> 
      <mi>
        V 
      </mi> 
     </mrow> 
    </math> is lower at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math> than at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math><sup>18</sup> when we either shut down the market Sharpe ratio 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       η 
     </mi> 
    </math> (Panel A) or when we impose an asset allocation constraint of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        x 
      </mi> 
      <mo>
        ≤ 
      </mo> 
      <mover accent="true"> 
       <mi>
         x 
       </mi> 
       <mo>
         ¯ 
       </mo> 
      </mover> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math> (Panel B) where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       x 
     </mi> 
    </math> denotes the asset allocation-capital ratio<sup>19</sup>. Intuitively, when there is no risk compensation for loading on the stock market or when the firm’s asset allocation strategy is severely constrained, the value-creation effect from stock trading is effectively (or largely) shut down so that it can no longer efficiently accumulate its financial wealth. Consequently, the entrepreneur’s empire building motives at the presence of control friction (when 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        &lt; 
      </mo> 
      <mi>
        ∞ 
      </mi> 
      <mo stretchy="false">
        ) 
      </mo> 
     </mrow> 
    </math> can no longer deliver a higher firm valuation to outside investors.</p>
   <p><sup>18</sup>As explained in Section V.B.1, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math> takes into account the entrepreneur’s privileges with the firm. In other words, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is a discounting scheme solely from the entrepreneur’s perspective while 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math> reflects the more objective measure of the firm’s IRR. Consequently, in these exercises we use the common discounting scheme of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mo>
         . 
       </mo> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> to calculate the implied 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        P 
      </mi> 
      <msup> 
       <mi>
         V 
       </mi> 
       <mi>
         T 
       </mi> 
      </msup> 
      <mi>
        s 
      </mi> 
     </mrow> 
    </math> under both 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       β 
     </mi> 
    </math>-scenarios. Also recall that 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        P 
      </mi> 
      <mi>
        V 
      </mi> 
     </mrow> 
    </math> is calculated as 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        P 
      </mi> 
      <msup> 
       <mi>
         V 
       </mi> 
       <mi>
         T 
       </mi> 
      </msup> 
     </mrow> 
    </math> in its convergence region.</p>
   <p><sup>1</sup><sup>9</sup>Imposing the asset allocation constraint poses extra challenges for solving the entrepreneur’s problem. To address the technical challenge, we raise the adjustment cost parameter 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       θ 
     </mi> 
    </math> from its baseline level of 2 to 5 when we impose 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        x 
      </mi> 
      <mo>
        ≤ 
      </mo> 
      <mover accent="true"> 
       <mi>
         x 
       </mi> 
       <mo>
         ¯ 
       </mo> 
      </mover> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>. We find that raising 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       θ 
     </mi> 
    </math> efficiently restores the accuracy of our numerical solution for the case with the asset allocation constraint. Simultaneously, we find that raising 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       θ 
     </mi> 
    </math> leaves firm valuations in the baseline case virtually unaffected which confirms that variations in 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       θ 
     </mi> 
    </math> has little impact on the implied 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        P 
      </mi> 
      <msup> 
       <mi>
         V 
       </mi> 
       <mi>
         T 
       </mi> 
      </msup> 
      <mi>
        s 
      </mi> 
     </mrow> 
    </math>. These unreported results are available upon request.</p>
   <p>In our calculations for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        P 
      </mi> 
      <mi>
        V 
      </mi> 
     </mrow> 
    </math>, we use the cost of capital 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ξ 
     </mi> 
    </math>, referred to as the internal rate of return (IRR) for firm-held capital, as the (time-varying) discount rates for firm-generated dividend payouts. Since the entrepreneurial firm in our setup is 100% equity financed (from both the controlling shareholder and all the outside shareholders), using the cost of capital as the discount rates seems appropriate. Empirically, however, IRR is primarily used for free cash flows instead of for the dividend payouts 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       D 
     </mi> 
    </math><sup>20</sup>. In our setup, the firm’s free cash flows are naturally proxied by its accumulated liquid wealth 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       W 
     </mi> 
    </math>. As a robustness check, we use</p>
   <fig id="fig6" position="float">
    <label>Figure 6</label>
    <caption>
     <title>Figure 6. Firm valuation under different model variants and more results on the internal rate of return (IRR). The top two panels plot 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   P
  
        </mi>
  
        <msup> 
   
         <mi>
          
    V
   
         </mi> 
   
         <mi>
          
    T
   
         </mi> 
  
        </msup> 
 
       </mrow>

      </math>, the present value of firm’s dividend payouts up to period 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  T
 
       </mi>

      </math>, when equity risk premium is shut down and when we impose the asset allocation constraint of 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   x
  
        </mi>
  
        <mo>
         
   ≤
  
        </mo>
  
        <mover accent="true"> 
   
         <mi>
          
    x
   
         </mi> 
   
         <mo>
          
    ¯
   
         </mo> 
  
        </mover> 
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   1
  
        </mn>
 
       </mrow>

      </math>, respectively, where 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  x
 
       </mi>

      </math> denotes the asset allocation-capital ratio. The bottom panel plots the internal rate of return (IRR) for the firm as the function of the firm’s financial slack 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   w
  
        </mi>
  
        <mrow>
   
         <mo>
          
    (
   
         </mo> 
   
         <mrow> 
    
          <mo>
           
     ≡
    
          </mo>
    
          <mrow>
     
           <mi>
             W 
           </mi>
     
           <mo>
             / 
           </mo>
     
           <mi>
             K 
           </mi>
    
          </mrow> 
   
         </mrow> 
   
         <mo>
          
    )
   
         </mo>
  
        </mrow>
 
       </mrow>

      </math>. For comparison, we plot in the same panel the firm-level discount rates under complete markets. All the plots are with respect to two scenarios of 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        
  β
 
       </mi>

      </math>: 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   β
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mn>
         
   20
  
        </mn>
 
       </mrow>

      </math> and 

      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
        <mi>
         
   β
  
        </mi>
  
        <mo>
         
   =
  
        </mo>
  
        <mi>
         
   ∞
  
        </mi>
 
       </mrow>

      </math> (which shuts down the control friction).</title>
    </caption>
    <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/1491158-rId1258.jpeg?20250210113529" />
   </fig>
   <p>IRR as the discount rates for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       W 
     </mi> 
    </math> instead of for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       D 
     </mi> 
    </math>. Calculated in this way, we find that a firm with the unrestricted opportunity set from the stock market still exhibits a higher valuation with the control friction than without. Intuitively, the accumulated liquid wealth in our setup in the main driver for firm-level payouts so they exhibit the same temporal variations of “short-term pain for long-term gain” leading to the very similar implications on firm valuation.</p>
   <p>Admittedly, IRR is only one of many choices for the firm’s discounting scheme. Another choice is to use the traditional cost of capital model (that captures the market risk part) with an addition of idiosyncratic risk represented as a shock with zero expected value and a constant volatility<sup>21</sup>. However, making the compensation adjustment for idiosyncratic risk is in general hard to get done. Compared to some ad hoc way of adding such “idiosyncratic risk premium”, our choice with IRR has the advantage of naturally accounting for both the systematic and the additional idiosyncratic risk premium for firm-levels risk. Furthermore, it helps generate new insights on firm-level compensations when firm agents are subject to the control friction. To illustrate the point, recall from Section V.B.2 that IRR backed out at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math> (with control friction) 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math> (without control friction) are denoted by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, respectively. To identify the idiosyncratic component of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ξ 
     </mi> 
    </math>, we let 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mo>
        → 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math> so that firm-level risks is no longer a concern and the market becomes effectively complete. We calculate the implied 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mover accent="true"> 
       <mi>
         ξ 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         β 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> (for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math>) and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> (for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math>) under this special case<sup>22</sup> which are then plotted in the bottom panel of <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref> together with 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>.</p>
   <p>As shown in Panel C of <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref>, both 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mover accent="true"> 
       <mi>
         ξ 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         β 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> are invariant to 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math>. This is because IRR under complete markets simply reflects the (constant) risk-free rate 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       r 
     </mi> 
    </math> plus the compensation for the firm’s (time-invariant) market exposure where the market risk compensation 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         μ 
       </mi> 
       <mi>
         R 
       </mi> 
      </msub> 
      <mo>
        − 
      </mo> 
      <mi>
        r 
      </mi> 
     </mrow> 
    </math> is also a constant. In comparison, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mover accent="true"> 
       <mi>
         ξ 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         β 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> (line with square marker) stays above 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> (line in circle) which reflects the entrepreneur’s over-investment under control friction that exposes the firm more to the market risk. Intuitively, the entrepreneur gains privileges from the firm through stealing when 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        &lt; 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math>. Consequently, she is willing to run the firm even at a relatively low level of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ξ 
     </mi> 
    </math>. This implication is supported by Jiang, Lee, and Yue <xref ref-type="bibr" rid="scirp.140455-33">
     [33]
    </xref> who use Chinese data to show that controlling shareholders’ private rents may not be fully included in normal expected returns. A similar point is also made in BCY <xref ref-type="bibr" rid="scirp.140455-8">
     [8]
    </xref> who show that the controlling shareholder hoards shares of the firm even if the realized risk premium is low because he is compensated not only by the risk premium but also by the fraction of the diverted output.</p>
   <p><sup>22</sup>At 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math> that rules out control friction, the firm achieves its first-best (FB) when 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mo>
        → 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math>, under which 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
      <mo>
        = 
      </mo> 
      <msubsup> 
       <mi>
         β 
       </mi> 
       <mi>
         A 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msubsup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           μ 
         </mi> 
         <mi>
           R 
         </mi> 
        </msub> 
        <mo>
          − 
        </mo> 
        <mi>
          r 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        + 
      </mo> 
      <msubsup> 
       <mi>
         β 
       </mi> 
       <mi>
         i 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msubsup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           μ 
         </mi> 
         <mi>
           R 
         </mi> 
        </msub> 
        <mo>
          − 
        </mo> 
        <mi>
          r 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msubsup> 
       <mi>
         β 
       </mi> 
       <mi>
         A 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msubsup> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <mi>
          ρ 
        </mi> 
        <msub> 
         <mi>
           σ 
         </mi> 
         <mi>
           A 
         </mi> 
        </msub> 
       </mrow> 
       <mrow> 
        <msub> 
         <mi>
           σ 
         </mi> 
         <mi>
           R 
         </mi> 
        </msub> 
       </mrow> 
      </mfrac> 
      <mfrac> 
       <mn>
         1 
       </mn> 
       <mrow> 
        <msup> 
         <mi>
           q 
         </mi> 
         <mrow> 
          <mi>
            F 
          </mi> 
          <mi>
            B 
          </mi> 
         </mrow> 
        </msup> 
       </mrow> 
      </mfrac> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msubsup> 
       <mi>
         β 
       </mi> 
       <mi>
         i 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msubsup> 
      <mo>
        = 
      </mo> 
      <mfrac> 
       <mrow> 
        <msub> 
         <mi>
           ρ 
         </mi> 
         <mi>
           I 
         </mi> 
        </msub> 
        <mi>
          ϵ 
        </mi> 
        <msup> 
         <mi>
           i 
         </mi> 
         <mrow> 
          <mi>
            F 
          </mi> 
          <mi>
            B 
          </mi> 
         </mrow> 
        </msup> 
       </mrow> 
       <mrow> 
        <msub> 
         <mi>
           σ 
         </mi> 
         <mi>
           R 
         </mi> 
        </msub> 
       </mrow> 
      </mfrac> 
     </mrow> 
    </math>. Financially, the expected rate of return from firm-held capital under FB is characterized by a two-factor version of capital asset pricing (CAPM) model where the two risk factors are 1) the productivity shock with its volatility governed by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         σ 
       </mi> 
       <mi>
         A 
       </mi> 
      </msub> 
     </mrow> 
    </math>; and 2) the investment-specific shock with its volatility governed by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ϵ 
     </mi> 
    </math>. Specifically, the expression of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> degenerates to Equation (23) in WWY <xref ref-type="bibr" rid="scirp.140455-7">
     [7]
    </xref> when there is no investment risk at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        ϵ 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        0 
      </mn> 
     </mrow> 
    </math>.</p>
   <p>By ignoring the control friction, WWY <xref ref-type="bibr" rid="scirp.140455-7">
     [7]
    </xref> interprete the differences between 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> (dashed line) and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> as the idiosyncratic risk premium which they show is always positive. While this is also the case in our plots at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math><sup>23</sup>, we show a fundamentally different result when control friction is present at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        &lt; 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math>: In that case, idisyncratic risk premium is similarly defined as 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        − 
      </mo> 
      <mover accent="true"> 
       <mi>
         ξ 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         β 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> is plotted in solid line, and this difference is positive only for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mo>
        &lt; 
      </mo> 
      <mn>
        0.2 
      </mn> 
     </mrow> 
    </math>. Financially, the cost of capital under imperfect investor protection is determined by two offsetting forces: 1) the nondiversifiable firm-level risk which drives up the cost; 2) the entrepreneur’s willingness to accept a lower IRR when she also derives privilege from the firm through stealing, which drives down the cost. The first force is dominant when the firm is close to its liquidation as indicated by the substantial increase of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         β 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> when 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> nears 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         w 
       </mi> 
       <mi>
         d 
       </mi> 
      </msub> 
     </mrow> 
    </math>. For 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mo>
        &gt; 
      </mo> 
      <mn>
        0.2 
      </mn> 
     </mrow> 
    </math>, however, the second force dominates so that 
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    </math>. This result complements WWY <xref ref-type="bibr" rid="scirp.140455-7">
     [7]
    </xref> by showing that the so-called idisyncratic risk premium may easily change sign when the firm is subject to control friction.</p>
   <p>In sum, our theoretical analyses highlight the key financial mechanism that an expanded opportunity set combined with control friction strengthens the entrepreneur’s empire building motives which would lead to higher firm valuations even to outside shareholders who appear to suffer a loss in the earlier periods. If we treat the firm as if it is the entire economy where the entrepreneur works as the central government that runs the economy, then we can easily find its empirical support in the literature on growth. For example, Castro, Clementi, and MacDonald <xref ref-type="bibr" rid="scirp.140455-34">
     [34]
    </xref> show that South Korea experienced a much higher economic growth than India during the 1967-1996 even though Indian investors during this period have enjoyed better protection than their Korean counterparts. As another example, there is a wide acceptance that China’s rapid economic growth in the past few decades has a lot to do with a powerful central government that direct resources to productive economic activities. Indeed, while resource re-allocation at China leads to the suffering of its older generation, the individuals of its latter generation, irrespective of their control rights in the country, all benefit from China’s rapid economic growth.</p>
  </sec><sec id="s7">
   <title>7. Conclusion and Suggestions</title>
   <p>We develop a dynamic stochastic model that integrates the control-ownership wedge into a framework featuring intertemporal asset allocation, consumption, costly business liquidation, and investment-specific shocks. The model makes numerous testable predictions. The entrepreneur has a stronger incentive to grow the firm at a lower degree of investor protection which prompts her to re-allocate resources from dividend payouts to more productive firm-level activities. Simultaneously, she demands a lower internal rate of return (IRR) for holding the firm. Value-creation effect from financial trading which is enhanced by the strong empire building motives may actually drive up the firm valuation. Deterioration of investor protection induces welfare losses to outside investors whose magnitudes rise substantially when the firm is in financial distress. Despite of the higher firm-level risks that results from empire building activities, the entrepreneur in general obtains welfare gain from the control friction. The magnitudes of welfare gains are higher for a lower investment risk, a lower degree of risk aversion, and a lower equity risk premium. We provide evidences documented in existing literature that support some of the predictions.</p>
   <p>In our model, an outside investor, who lives indefinitely, experiences the whole process of “short-term pain for long-term gain” and we show in Section V.C.2 that the implied cash-flow effect is dominated by the volatility effect so that he always suffers a welfare loss when the degree of investor protection deteriorates. In reality, however, the implied “short-term pain for long-term gain” is usually a combined effect that applies to different generations in the population. Thus, while the older generation of firm agents suffers a pure loss (a lower payout plus a higher volatility), the latter generation may actually benefit if the enhanced cash-flow effect in the longer term dominates the volatility effect. We confirm this benefitting effect in an unreported simulation exercise where we calculate outside shareholders’ utilities only after the simulated average dividend payouts have risen above their perfect-protection counterparts. An interesting extension of our model is thus to introduce inter-generational friction where 1) each firm agent is expected to live for finite amount of time; 2) there are conflicts between the different generations of the controlling agent in that the current generation cares less about cash flows incurred under the management of future generations. Such an extension would allow for a meaningful study on the interplays between the control friction and the inter-generational friction which we leave to future work.</p>
  </sec><sec id="s8">
   <title>Acknowledgements</title>
   <p>The author acknowledges the financial support from the Hong Kong Research Grants Council (GRF #11507320) for the paper.</p>
  </sec><sec id="s9">
   <title>NOTES</title>
   <p><sup>1</sup>Investor protection is defined by the extent to which the commercial law and its enforcement protect investors from expropriation by company insiders.</p>
   <p><sup>2</sup>While we do not exclude the possibility that an outside investor also obtains incomes from other sources, in the paper we focus on his consumption that come from the firm so as to facilitate our welfare analyses.</p>
   <p><sup>3</sup>We assume that 
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    </math> so that the firm-level risks cannot be fully hedged away by taking positions in the stock market.</p>
   <p><sup>4</sup>By pledging its capital as the collateral, the firm-level borrowing is without any risk so it is also assessed at the constant risk-free rate of 
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        </mtext> 
        <msub> 
         <mi>
           W 
         </mi> 
         <mi>
           t 
         </mi> 
        </msub> 
       </mrow> 
       <mo>
         ] 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <msub> 
       <mi>
         ρ 
       </mi> 
       <mi>
         I 
       </mi> 
      </msub> 
      <mi>
        ϵ 
      </mi> 
      <msub> 
       <mi>
         I 
       </mi> 
       <mi>
         t 
       </mi> 
      </msub> 
      <msub> 
       <mi>
         σ 
       </mi> 
       <mi>
         R 
       </mi> 
      </msub> 
      <msub> 
       <mi>
         X 
       </mi> 
       <mi>
         t 
       </mi> 
      </msub> 
     </mrow> 
    </math>. Substituting the obtained 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         E 
       </mi> 
       <mi>
         t 
       </mi> 
      </msub> 
      <mrow> 
       <mo>
         [ 
       </mo> 
       <mo>
         . 
       </mo> 
       <mo>
         ] 
       </mo> 
      </mrow> 
     </mrow> 
    </math>-formulas into (3.1) yields (3.2) where we omit the time-dependences for simplicity. Also note that the formulas for the value function’s derivatives are provided in (3.12)-(3.16).</p>
   <p><sup>7</sup>We can further write the scaled shadow valuation of the firm 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        p 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mo>
         . 
       </mo> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        p 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          w 
        </mi> 
        <mo>
          ; 
        </mo> 
        <mi>
          y 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mi>
        w 
      </mi> 
      <mo>
        + 
      </mo> 
      <mi>
        q 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          w 
        </mi> 
        <mo>
          ; 
        </mo> 
        <mi>
          y 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math>, where 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> denotes the liquid wealth per unit of capital and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        q 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mo>
         . 
       </mo> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> denotes the liquid-wealth valuation of the firm-held capital which is usually referred to as “the average 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       q 
     </mi> 
    </math>” (Tobin <xref ref-type="bibr" rid="scirp.140455-26">
     [26]
    </xref>). 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        q 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mo>
         . 
       </mo> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> in general varies with 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> which reflects the time-varying effect of financial slack on the valuation of capital when the firm faces the liquidation risk.</p>
   <p><sup>8</sup>More specifically, the entrepreneur’s net benefit from stealing, as given by the last term of (3.19), is equal to the diverted amount minus the convex cost of stealing (see Equation (2.5)).</p>
   <p><sup>9</sup>Under 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        p 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <mo>
        = 
      </mo> 
      <mi>
        w 
      </mi> 
      <mo>
        + 
      </mo> 
      <mover accent="true"> 
       <mi>
         q 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
     </mrow> 
    </math>, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       h 
     </mi> 
    </math> defined by (3.22) degenerates to 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       γ 
     </mi> 
    </math>. Furthermore, the definition of 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       b 
     </mi> 
    </math> by (3.9) implies that all terms that are loading on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> get cancelled out. Du <xref ref-type="bibr" rid="scirp.140455-27">
     [27]
    </xref> provides the detailed derivations for such simplications when there is no control-ownership wedge at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        y 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        1 
      </mn> 
     </mrow> 
    </math>.</p>
   <p><sup>10</sup>Financially, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
      <mi>
        q 
      </mi> 
      <mo>
        ^ 
      </mo> 
     </mover> 
    </math> denotes the entrepreneur’s shadow valuation of the firm-held capital after the firm has achieved a very high degree of financial slack. Numerically, we find that both 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mover accent="true"> 
       <mi>
         q 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         y 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mover accent="true"> 
       <mi>
         i 
       </mi> 
       <mo>
         ^ 
       </mo> 
      </mover> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         y 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> are decreasing in 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math> which is intuitive: When 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math> decreases which aggravates the control friction, the entrepreneur can steal more from the firm which 1) raises her valuation of the firm and 2) prompts her to invest more so that she can gain more in the future (recall that the amount of diversion is proportional to the firm’s capital stock).</p>
   <p><sup>11</sup>Since policies plotted in Panel B-D of <xref ref-type="fig" rid="fig2">
     Figure 2
    </xref> also load on the firm’s financial status, we evaluate their dependences on 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math> at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        0 
      </mn> 
     </mrow> 
    </math>. We confirm in unreported exercises that the implications remain qualitatively unchanged when 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math> is set at different levels.</p>
   <p><sup>12</sup>In particular, the resource re-allocation effect is stronger at a lower 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math>. Intuitively, a lower 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       y 
     </mi> 
    </math>, which indicates a wider control-ownership wedge, strengthens the entrepreneur’s empire building motives since she bears less of the downside. Consequently, she over-invests even more and takes a more aggressive position in the stock market which on average allows the firm to grow even bigger.</p>
   <p><sup>13</sup>Recall that the entrepreneur receives 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        y 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <mi>
          W 
        </mi> 
        <mo>
          + 
        </mo> 
        <mi>
          l 
        </mi> 
        <mi>
          K 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> upon the firm’s liquidation. She then retires as a Merton consumer with the initial wealth for her retirement given by 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        y 
      </mi> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mrow> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           d 
         </mi> 
        </msub> 
        <mo>
          + 
        </mo> 
        <mi>
          l 
        </mi> 
       </mrow> 
       <mo>
         ) 
       </mo> 
      </mrow> 
      <msub> 
       <mi>
         K 
       </mi> 
       <mi>
         t 
       </mi> 
      </msub> 
     </mrow> 
    </math>.</p>
   <p><sup>14</sup>In unreported simulation exercise, we find that the firm’s asset allocation 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       X 
     </mi> 
    </math> keeps growing across the time and it is always higher at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mn>
        20 
      </mn> 
     </mrow> 
    </math> than at 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        β 
      </mi> 
      <mo>
        = 
      </mo> 
      <mi>
        ∞ 
      </mi> 
     </mrow> 
    </math>.</p>
   <p><sup>15</sup>We emphasize the difference between 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
     </mrow> 
    </math> and the entrepreneur’s value function 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       J 
     </mi> 
    </math> which is defined by (2.7). While 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       J 
     </mi> 
    </math> accounts for all utilities that entrepreneur accumulates, either from the firm or as a Merton consumer after the liquidation of the firm, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
     </mrow> 
    </math> defined by (5.6) focuses on her utilities obtainable from the firm before its liquidation. In particular, 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
     </mrow> 
    </math> would be quite different than 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       J 
     </mi> 
    </math> when liquidation is imminent which is the case in our simulation when the initial financial slack 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         w 
       </mi> 
       <mn>
         0 
       </mn> 
      </msub> 
     </mrow> 
    </math> is fairly close to the liquidation boundary 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         w 
       </mi> 
       <mi>
         d 
       </mi> 
      </msub> 
     </mrow> 
    </math>. For our welfare analyses, we are interested in calculating the entrepreneur’s utilities with the firm so it seems appropriate to choose 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
     </mrow> 
    </math> over 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       J 
     </mi> 
    </math>. In addition, simultaneously calculating 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mn>
         1 
       </mn> 
      </msub> 
     </mrow> 
    </math> and 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msub> 
       <mi>
         V 
       </mi> 
       <mn>
         2 
       </mn> 
      </msub> 
     </mrow> 
    </math> according to (5.6)-(5.7) enables us to gauge the welfare effect of control friction (or equivalently, investor protection) on different types of firm agents in an internally consistent manner.</p>
   <p><sup>17</sup>This is because the entrepreneur now is less concerned about the potential liquidation, which allows her to focus more on intertemporal smoothing.</p>
   <p><sup>20</sup>One may also be concerned that IRR is typically used as the criterior that helps a firm make its investment decisions. In other words, IRR is the end result of valuation, not the means of it. As will be discussed in next three paragraphs, however, the backed-out IRRs naturally account for both the systematic component and the idiosyncratic component of risk premia demanded by the firm and both components are vital for an appropriate discounting scheme on firm-generated cash flows. In addition, the adoption of IRR for the discounting scheme helps uncover new insights about firm-level risk compensations at the presence of control friction.</p>
   <p><sup>2</sup><sup>1</sup>We thank a referee for making this point. In unreported exercises, we find that our model’s implications on firm valuations remain largely unchanged when we use the traditional cost of capital model to deduce the discount rates without accounting for the idiosyncratic component of firm-level risks.</p>
   <p><sup>23</sup>As plotted in Panel C of <xref ref-type="fig" rid="fig6">
     Figure 6
    </xref>, the implied 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> (dashed line) stays above 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> (line in circle) for 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <mi>
        w 
      </mi> 
      <mi>
        s 
      </mi> 
     </mrow> 
    </math> up to 3. We find that 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> may actually fall below 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math> for a even larger 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       w 
     </mi> 
    </math>. We show the reason lies in the investment-specific shocks which is not considered in WWY. Indeed, in an unreported exercise we shut down 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
       ϵ 
     </mi> 
    </math> and confirms the finding of WWY that the implied 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mi>
         ∞ 
       </mi> 
      </msup> 
      <mrow> 
       <mo>
         ( 
       </mo> 
       <mi>
         w 
       </mi> 
       <mo>
         ) 
       </mo> 
      </mrow> 
     </mrow> 
    </math> always stays above 
    <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
      <msup> 
       <mi>
         ξ 
       </mi> 
       <mrow> 
        <mi>
          F 
        </mi> 
        <mi>
          B 
        </mi> 
       </mrow> 
      </msup> 
     </mrow> 
    </math>. Intuitively, investment-specific shocks depresses capital investment which prompts the entrepreneur to re-allocate more resources to the stock market for a better exploitation of the value-creation effect. Consequently, she demands a lower rate of return from the firm-held capital.</p>
  </sec>
 </body><back>
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