<?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">TEL</journal-id><journal-title-group><journal-title>Theoretical Economics Letters</journal-title></journal-title-group><issn pub-type="epub">2162-2078</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/tel.2012.23057</article-id><article-id pub-id-type="publisher-id">TEL-21502</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Business&amp;Economics</subject></subj-group></article-categories><title-group><article-title>
 
 
  Collusion Sustainability with Multimarket Contacts: Revisiting HHI Tests
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>dmond</surname><given-names>Baranes</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>François</surname><given-names>Mirabel</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jean-Christophe</surname><given-names>Poudou</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>LAMETA UMR 5474, Montpellier, France</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>edmond.baranes@univ-montp1.fr(DB)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>02</day><month>08</month><year>2012</year></pub-date><volume>02</volume><issue>03</issue><fpage>307</fpage><lpage>315</lpage><history><date date-type="received"><day>March</day>	<month>13,</month>	<year>2012</year></date><date date-type="rev-recd"><day>April</day>	<month>15,</month>	<year>2012</year>	</date><date date-type="accepted"><day>May</day>	<month>17,</month>	<year>2012</year></date></history><permissions><copyright-statement>&#169; 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><p>
 
 
  Our paper focuses on the relationship between market concentration and collusion sustainability in a framework of multimarket contacts. We consider two independent and symmetric markets in which a subset of firms are active in both markets. When firms are able to transfer market power from one market to another, firms have strong incentives to collude even in a highly competitive market. This result is relevant for competition policy since assessing market concentration using HHI index could be misleading in some situations.
 
</p></abstract><kwd-group><kwd>Collusion; Multimarkets; HHI</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Competition policy traditionally distinguishes between market structures and market behaviors. Concerning the control of market structures, competition authorities focus on the degree of market concentration. For this reason, many concentration indexes have been built as HHI or concentration ratio as CR1, CR3 and so on. Among them, the Hirschmann Herfindhal Index (HHI) is certainly the most used on market reports. Concerning the control of market behaviors, an academic literature focuses on the distortive behaviors.<sup>1</sup></p><p>However, a few works have study the link between both kinds of market control although it seems that they show strong interactions. It is nevertheless essential to underline these links between market structures and market behaviors in the implementation of competition policy.</p><p>In a simple model of price competition repeated game, it can be shown that a decrease in the number of firms facilitates collusion. This standard result states that little concentrated market structures entails weaker incentives to collude. Consequently, using concentration indexes seems not to be in contradiction with the control of behaviors in markets.</p><p>Nevertheless, some works have moderated this result. In some cases, highly concentrated market structures can give strong collusion incentives. For example, it is shown in [<xref ref-type="bibr" rid="scirp.21502-ref2">2</xref>] that mergers reduce incentives to collude among firms in the industry. In a similar setting of dynamic price competition with capacity constraints, [<xref ref-type="bibr" rid="scirp.21502-ref3">3</xref>] show that collusion incentives are low when the market is highly concentrated or in the contrary when the number of firms is very important. Last, [<xref ref-type="bibr" rid="scirp.21502-ref4">4</xref>] show that collusion is more difficult to sustain when concentration creates asymmetries in production capacities. In that case, increasing HHI index induces sometimes strong incentives to collude.</p><p>Our paper studies the relationship between market concentration and collusion sustainability in the framework of multimarket contacts literature (in [<xref ref-type="bibr" rid="scirp.21502-ref5">5</xref>]). In this setting, one can show that collusion transfers can be made from a market to another when some firms are active in both considered markets: i.e. they are in “multimarket contacts”. In this case, even in a highly competetive market, firms could get incentives to collude if they are also supplying customers in less competitive markets. This result is relevant for competition policy since measuring concentration with HHI index could be misleading. It may not encompass the behavioral dimension of competition, especially when multimarket contacts are a key feature of the industry.<sup>2</sup></p><p>Our paper is organized as follows. In Section 2, we present the model and the benchmark case without multimarket contact. In Sections 3 and 4 multimarket contacts among firms are introduced; in this framework, we analyze if tacit collusion could be transferred from a market to another. Section 5 concludes and gives some implications of results in terms of competition policy. Proofs of Lemma and Propositions are given in an Appendix.</p></sec><sec id="s2"><title>2. Model</title><sec id="s2_1"><title>2.1. Basic Assumptions</title><p>We model two independents markets (A and B) with an identical demand. Goods supplied on these markets are supposed to be homogeneous. Supply is provided by <img src="15-1500126\a22d8fbd-df31-4085-acb5-b8a87dd3e3bd.jpg" /> symmetric firms in market A, and <img src="15-1500126\5379b922-97b4-4bfc-965b-55de2cce5d28.jpg" /> in B. Without loss of generality, we assume market B to be always less concentrated than market A that is<img src="15-1500126\320bd489-f830-4064-a832-e811f8bca440.jpg" />. In this industry, it exists a subset of k firms (<img src="15-1500126\a3d19ad4-f53a-4ca5-8abb-4c3ba3c6ca46.jpg" />) which are active on both markets: we refer to them as multimarket contacts firms. This configuration means that these firms supply the good in both markets A and B.</p><p>As it is standard in the analysis of tacit collusion (see [<xref ref-type="bibr" rid="scirp.21502-ref7">7</xref>]), we consider an infinitely repeated Bertrand price competition game. The punishment strategy for a given firm corresponds to trigger strategy consisting in a reversion to a static competitive equilibrium. We denote <img src="15-1500126\fec4d551-d018-4071-aa0f-521480fd6bd5.jpg" /> <img src="15-1500126\1e00ab93-850a-4146-aa24-fc3666f0ff91.jpg" />, the individual profit gained from a punishment strategy for all active firms in market h. We denote <img src="15-1500126\a85e9376-1c1b-4847-84d4-bd607665566c.jpg" /> individual collusion profit. The determination of <img src="15-1500126\d7a378cb-e647-40f7-93f5-a88ba81be4aa.jpg" /> generally depends on the way the collusive agreement is reached as well as on various factors. Last, <img src="15-1500126\3599a81b-3b15-431a-b0e7-056ddf28a353.jpg" />represents the individual profit gained from deviating from the collusive agreement and corresponds here to the monopolist outcome in market h, we denote<img src="15-1500126\bac10745-db05-4738-9c8f-ba7aea9adff2.jpg" />. One can thus determine a threshold for the discount factor denoted <img src="15-1500126\94208552-25c0-47a9-b983-aca8c3b1cb20.jpg" /> such as:</p><p><img src="15-1500126\65f9060a-0592-4efd-8865-cbe83f3bcfb0.jpg" /><img src="15-1500126\7023a1ea-aff1-494b-9536-99adf8eefb8d.jpg" /> (1)</p><p>Whenever<sup>3<img src="15-1500126\94d6d294-c9d6-4fce-b6ab-04e177ade7af.jpg" /></sup>, collusion is sustainable in market<img src="15-1500126\ddfdc8d3-6b4a-4579-ac2b-9d8896355292.jpg" />. Hereafter, we will consider that market conditions (demand, costs and so on) in markets A and B are identical, one can write<img src="15-1500126\8df282c9-fd24-421a-91c8-742d361f93e9.jpg" />.</p></sec><sec id="s2_2"><title>2.2. Collusion Incentives without Multimarket Contact</title><p>As a benchmark, we study collusion incentives in the case where multimarket contacts are not possible i.e.<img src="15-1500126\11adb1d6-b0ba-4f04-b0e8-070ada4df319.jpg" />. Because of symmetry among firms, individual collusive profits are just given by an equal sharing of the monopolistic outcome that is <img src="15-1500126\6b198184-ac59-423e-b36e-f3579114c3d0.jpg" /> and<img src="15-1500126\deb9b53a-bed7-4e5c-855f-36efa9662456.jpg" />. Then using Equation (1), the critical discount factors in both markets are given by:</p><disp-formula id="scirp.21502-formula37692"><label>(2)</label><graphic position="anchor" xlink:href="15-1500126\3662d6bf-ef42-46ef-985a-e8d2547731f7.jpg"  xlink:type="simple"/></disp-formula><p>One can easily link up the incentives to collude (i.e.<img src="15-1500126\98a66e4e-cc9d-4cea-a004-7bf86ff1222f.jpg" />) to the market concentration degree traditionally measured by the Hirschman-Herfindhal Index (HHI)<sup>4</sup>. In this benchmark case, this index for each market is:</p><p><img src="15-1500126\dcd9d306-eae6-4f88-9981-93754ed58410.jpg" /></p><p>Then we can write thresholds for the discount factor as simple linear functions of the respective HHI in each market that is:</p><p><img src="15-1500126\36254b37-03d7-455c-b8d4-66ca934eb0b8.jpg" /></p><p>It does appear an inverse relationship between the value of these thresholds and HHI’s. Clearly on a given market, the lower HHI is, the less sustainable collusion is.</p><p>Collusion is then sustainable in both markets if and only if the discount factor <img src="15-1500126\e49f0056-6158-47e1-854d-9d99763ae72e.jpg" /> in the industry is such that<img src="15-1500126\f097c8cb-0bb0-48c4-ad72-e38bfb994d95.jpg" />. We call the maximum value for these discount factors as the critical discount factor. In that case, with<img src="15-1500126\25b3602d-82d8-4df2-b766-c67a9fa46f30.jpg" />, the sustainability condition in both markets boils down to <img src="15-1500126\89423bea-fb2d-4a06-bbf1-cb7169990548.jpg" /> .</p><p>Remark 1. Without multimarket contact among firms, the HHI test is not conflicting with the analysis of tacit collusion.</p><p>A competitive market structure (i.e. a weak HHI level) is linked with pro-competitive behaviors (<img src="15-1500126\750c95e3-c289-44c0-9b21-af33adb208c1.jpg" />is high). This is the conventional wisdom in the field of competetion policy.</p><p>In the following, we study market structures with multimarket contacts and we analyze how such contacts could increase incentives for firms to collude.</p></sec></sec><sec id="s3"><title>3. Multimarket Contacts and “Business as Usual”</title><p>In this section, we analyze collusion incentives in the industry in the case where some firms (<img src="15-1500126\0615ee20-bf38-4610-9c42-62c30538c2cd.jpg" />) are active in both markets A and B. Here, we consider that coordination to a given collusive agreement allows firms to keep their customers with respect to the competitive (Bertrand) equilibrium. As a result in case of collusion, market shares are assumed to be “frozen”: firms “in contact” in both markets does not modify the market sharing. In short, a “business as usual” principle applies.</p><p>Now we have to distinguish three thresholds for the discount factor according to the type of firm. The factor <img src="15-1500126\b375a15f-0484-4554-a807-62d25c235aff.jpg" /> corresponds to active firms in the single-market A and <img src="15-1500126\e989c5b8-dfb3-4786-914f-6ff08ee6458f.jpg" /> corresponds to those active in the single-market B. Last <img src="15-1500126\a11694a2-f272-4003-ac79-25a558ae5df7.jpg" /> represents the discount factor for <img src="15-1500126\56ea5e64-d8ad-48ca-ad47-e048201400e1.jpg" /> active firms in both markets. Using again relation (1), we obtain easily thresholds for the discount factor for firms without multimarket contact <img src="15-1500126\6f7813a7-a782-469f-a0ad-62f90bca94b1.jpg" /> and<img src="15-1500126\d1815d6d-1300-432f-bcc3-2b4bf71642f9.jpg" />.</p><p>To determine this threshold for each firm in contact in both markets A and B, the “business as usual” assumption leads to define each firm’s collusive profit as the sum of collusive profits on each market. This is due to the fact that market shares remain at their egalitarian competitive levels (<img src="15-1500126\cc6df07e-751c-4351-bb98-083d19966dd2.jpg" />or<img src="15-1500126\39c9b771-7a8d-4594-8e58-bd05eff6f889.jpg" />). The total collusive profits are then given by</p><p><img src="15-1500126\993f2682-0fb8-4fee-b91d-7ec74a3c7d61.jpg" />. Furthermoreeach firm’s deviation profit equals twice the monopoly profit that is <img src="15-1500126\3f811f48-4b86-4c17-9af5-f80e6ca9e678.jpg" /> Hence:</p><p><img src="15-1500126\f38a2bcb-fb40-4df3-a7f5-cc8fe685fbd3.jpg" /></p><p>As seen in the Section 2, it is easy to write this factor as a function of HHI’s in both markets A and B:</p><p><img src="15-1500126\6c9a1055-6830-4093-958b-0b3be5a909a7.jpg" /></p><p>We find also the same kind of inverse relation that was previously established between the discount factor and the HHI calculated in each market. One can directly find that<sup>5</sup> <img src="15-1500126\beadb8ee-c914-4259-aa23-d16acbee63f9.jpg" /> as soon as<img src="15-1500126\f751fe93-562f-4b9e-bc2d-66c83d519ea2.jpg" />. In that case, the critical discount factor (i.e.<img src="15-1500126\7d694fa0-240d-4432-9d24-456acae0d5cd.jpg" />) is clearly<img src="15-1500126\99340d9d-ed0d-412a-94f9-5c4378a8749c.jpg" />. Therefore, collusion is sustainable in both markets A and B if<sup>6<img src="15-1500126\cd379beb-3bd0-48ea-a973-2e7498a034f3.jpg" /></sup>.</p><p>Remark 2. When “business as usual” applies, multimarket contacts do not constitute a structural factor making easier collusive agreements.</p><p>This remark is directly linked to the “business as usual” assumption. Indeed since no direct link exists between markets<sup>7</sup>, collusion transfers from market A towards B can only occur if active firms in both markets give incentives for “single-market firms” to collude. Such incentives could be developed if market sharing in case of collusive agreements is modified. In that case, we have to enlarge the framework of our paper relaxing the “business as usual” assumption.</p></sec><sec id="s4"><title>4. Multimarket Contacts and Collusion Transfers</title><p>We eliminate now the assumption of market shares freeze in order to allow active firms in both markets to transfer their collusive power from a market to another. Firstly, this leads us to define new collusive market shares; secondly, this allows calculating the critical discount factor in that case.</p><sec id="s4_1"><title>4.1. Sustainable Market Shares and Critical Discount Factors</title><p>We denote now <img src="15-1500126\4b16fec3-946f-4908-ac99-42e31cde92d2.jpg" /> and <img src="15-1500126\08058e04-be08-4bdf-8e0d-8a75859ccced.jpg" /> collusive market shares (resp. in market A and B) for a firm in contact in both markets. These shares are then defined by:</p><disp-formula id="scirp.21502-formula37693"><label>(3)</label><graphic position="anchor" xlink:href="15-1500126\8c791b7c-bf24-4288-bb9a-056aa6201e3d.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="15-1500126\9d6cb7d3-7d31-4d40-84ed-056a57e8b333.jpg" /> with <img src="15-1500126\d9589439-cfcc-40a7-940a-a320f428a1d7.jpg" /> This definition of market shares simply explains that a given firm which is in contact on several markets can be encouraged to reduce his market share (from <img src="15-1500126\ece6b1d7-11ff-4d08-845e-5298da327314.jpg" /> to <img src="15-1500126\dd5e5fd7-8fc8-4d62-88ef-037c883a8d5b.jpg" /> and/or from <img src="15-1500126\33ffa49d-95e5-411d-9ae5-c68202693e6b.jpg" /> to<img src="15-1500126\2d6772c3-4274-4c56-b9c2-36b6ec7bb2ff.jpg" />) in order to increase collusion incentives for other firms. For instance in market A, the gap between <img src="15-1500126\501b3623-d518-47b8-8320-5d89a458797b.jpg" /> and <img src="15-1500126\bf398769-294f-4d2f-9e10-8c7439e59729.jpg" /> represents the opportunity cost that an active firm in both markets has to bear in order to increase the incentives for other firms to collude.</p><p>The individual collusive market share <img src="15-1500126\5137ca04-31da-4fd0-9d97-1064d2a4821a.jpg" /> for a single-market firm in market A (without contact), is defined by the linear equation <img src="15-1500126\63a2610e-6f74-4231-91ac-f82a9a7256d9.jpg" /> Solving it in</p><p><img src="15-1500126\d11c8063-f8c7-4bbf-8f53-e75520d9c20b.jpg" />yields<img src="15-1500126\9762ebe3-d7c6-4097-92a3-208e079cdd62.jpg" />. Symmetrically, we obtain <img src="15-1500126\07faa774-ad1f-4f82-893f-939c20a9487a.jpg" /> for a single-market firm in B.</p><p>As in Section 3, we obtain the threshold for the discount factor for active firms in each single market <img src="15-1500126\f27598c3-76dd-49d0-a5cf-0b1a36e2a457.jpg" /> (denoted<img src="15-1500126\bed2a16e-4494-4cbe-a877-dc037b539729.jpg" />) as well as for active firms in both markets (<img src="15-1500126\13196db1-e17c-4bd2-8b83-020037ec7e53.jpg" />). The new definition of market shares, in Equation (3), modifies these thresholds: they do not only depend on market structures (n and m) but also on the number of active firms in both markets (k). Using relation (1), the threshold for the discount factor for active firms in the single-market A is then given by:</p><p><img src="15-1500126\966184a4-22c3-4997-a6e6-0b8fec79ab1c.jpg" /></p><p>The expression of this threshold depends on the value of<img src="15-1500126\647c201c-43c7-4ffd-8d26-602f68c708ea.jpg" />. Using Equation (3) one can rewrite it as a function of the market A structure (n):</p><disp-formula id="scirp.21502-formula37694"><label>(4)</label><graphic position="anchor" xlink:href="15-1500126\2bb5c973-dc6a-409c-92a1-70761df9eb1b.jpg"  xlink:type="simple"/></disp-formula><p>The threshold for the discount factor for active firms in the single-market B is defined in the same way but is a function of the market B structure (m):</p><disp-formula id="scirp.21502-formula37695"><label>(5)</label><graphic position="anchor" xlink:href="15-1500126\bc2ef0d4-75fc-4b40-9274-3941f9ec5f25.jpg"  xlink:type="simple"/></disp-formula><p>Finally, for firms with multimarket contacts, the threshold for the discount factor writes:</p><p><img src="15-1500126\21fc549a-9f45-4c8f-8ee1-6b9c4788e945.jpg" /></p><p>It takes different values according to the definition in Equation (3) of market shares <img src="15-1500126\e1533f2a-abe1-48e4-8ece-4eca841511cb.jpg" /> and<img src="15-1500126\09b77640-6703-410c-a448-8aafdc4d1daf.jpg" />. Indeed, we have to differentiate between situations where the market shares are “frozen” on a given single market (A or B) and situations where they are simultaneously “frozen” in both markets. More precisely, this threshold rewrites:</p><disp-formula id="scirp.21502-formula37696"><label>(6)</label><graphic position="anchor" xlink:href="15-1500126\8ba987ee-823f-46b6-89b0-3b689644cf4a.jpg"  xlink:type="simple"/></disp-formula></sec><sec id="s4_2"><title>4.2. Critical Discount Factors</title><p>In order to determine the sustainability conditions in both markets, it is sufficient to analyze the corresponding critical discount factor denoted <img src="15-1500126\d26b90ab-b082-444c-8fe0-f1a42e94bf9e.jpg" /> and defined by</p><p><img src="15-1500126\a259abb2-0a9a-49b3-94e0-6aa5d5da0b63.jpg" />. Without loss of generality, we proceed the analysis assuming<img src="15-1500126\c5950724-b9ba-4fb4-bcd0-f85d7e824c41.jpg" />.<sup>8</sup></p><p>Lemma 1. With multimarket contacts, collusion is sustainable in both markets if <img src="15-1500126\d8a13f44-60b9-42db-9277-cb6fff5ac50c.jpg" /> where <img src="15-1500126\8e16bda4-f429-4de1-b9dd-08f4fb486d40.jpg" /> is defined as:</p><disp-formula id="scirp.21502-formula37697"><label>(7)</label><graphic position="anchor" xlink:href="15-1500126\2dd810ac-a193-464e-9bc4-fb32e3d461ac.jpg"  xlink:type="simple"/></disp-formula><p>where</p><p><img src="15-1500126\8d312962-4e1b-4665-b4e9-abd36aa1ec46.jpg" /></p><p><img src="15-1500126\5deabe42-86c9-41ef-b0c4-feb7b5709425.jpg" /></p><p>with <img src="15-1500126\ff0e673e-bbb7-4847-933e-1e5cf21c9ffb.jpg" /> and<img src="15-1500126\80179e1a-98a1-4833-b612-9804e3507605.jpg" />.</p><p>For each type of firms (with and without contacts), we have defined thresholds<img src="15-1500126\252a7543-d89e-4cde-9053-ae85dbb2c84b.jpg" />, <img src="15-1500126\18519870-7309-44a6-bf8e-429370a29e5d.jpg" />and <img src="15-1500126\a9b3cb89-4dbf-42d0-8779-543769897fde.jpg" /> for the discount factor. They allow studying incentives to collude for each type of firms that depend on the values of parameters<img src="15-1500126\0c1ded96-9e17-493c-a451-f683e6207f17.jpg" />.</p><p>Intuitively, active firms in the single-market A have more incentives to collude. They are active in the most concentrated market, so the gain derived from a deviation strategy is relatively lower than for firms supplying singlemarket B (less concentrated): the deviation profit is the same (<img src="15-1500126\afce41eb-8782-41af-9fee-8768aba4d939.jpg" />) whereas collusion profits are decreasing with the number of firms.</p><p>On the other hand, for active firms in the single-market B and for firms with multimarket contacts, the analysis of the incentives to collude is not so obvious. <xref ref-type="fig" rid="fig1">Figure 1</xref> summarizes this analysis in the plane<img src="15-1500126\66a81665-37d2-4814-9c6b-215aa3d9b2dc.jpg" />. More precisely, it represents critical discount factors in the plane <img src="15-1500126\b0700cd4-2f2f-45a5-ac27-904b380a7463.jpg" /> as defined in Lemma 1. In this figure, one can see the values of parameters for which active firms in both markets—respectively without contact in market B—have stronger incentives to deviate (area<img src="15-1500126\68618dba-e2ed-4a0d-b4fb-eda6d8e9c61b.jpg" />) respectively area<img src="15-1500126\6dea3d5f-fa95-4983-904e-d35ad6349c3d.jpg" />.</p><p>Within area<img src="15-1500126\7c4e9bd1-808c-4725-b590-43ddaa58797e.jpg" />, market B is relatively weakly competitive (<img src="15-1500126\0bf31237-e5da-4c76-9e34-9f11346d9339.jpg" />). In that case, the market B share which is supplied by active firms in both markets does not depend directly on the number of active firms in this market since<img src="15-1500126\75050442-fb6d-4f38-a40e-946bb4e6bc31.jpg" />. Incentives to collude for these firms (i.e.<img src="15-1500126\98f5a486-4aef-4dbf-b7e1-a67168b8cb06.jpg" />) are therefore independent of the intensity of competition in this market. However, incentives for firms without contact in market B does depend on m through their market share given by<img src="15-1500126\835a99ab-b116-4ac6-9cf7-10fc28531e96.jpg" />.</p><p>For a given k, the incentives to collude are higher for active firms in the single-market B and increase with the concentration of market (low value of m). Consequently, for a low level of concentration in market B (<img src="15-1500126\a74e062f-69f4-4ac3-8c5a-d62412a124a4.jpg" />), the active firms in both markets have strongest incentives to deviate. Within area X, collusion is then sustainable as<img src="15-1500126\3cf1c536-6b7b-4611-b4f6-7f7570015981.jpg" />. However, as soon as market A is very competitive (<img src="15-1500126\09503c26-6ebd-489d-9bbe-2755c77cb304.jpg" />), this area vanishes.</p><p>In area Y, two situations have to be distinguished. First, when market B remains concentrated (i.e.<img src="15-1500126\e2362902-e74e-4007-91b9-6f20e5fdf459.jpg" />), the incentives to deviate for active firms in both markets are independent from the corresponding market structure (i.e.<img src="15-1500126\c3eaff47-aa79-4014-b961-5e80d4bc65ef.jpg" />). Second, as market B becomes more competitive (<img src="15-1500126\87816367-bb4e-4e1e-a540-434f8ce19ecd.jpg" />), the share of market B supplied by firms with contacts in both markets corresponds to the situation where <img src="15-1500126\b2c43ebb-929f-41ad-a3a2-4a549bb0b0cf.jpg" /> i.e. a freeze of market shares. In that case, their incentive to collude is now linked to the structure of market B. Within this area Y, collusion is sustainable as soon as<img src="15-1500126\341916da-71a1-4c20-8859-b78f77a2863b.jpg" />.</p><p>A simple comparative statics with respect to the number of firms with multimarket contacts (k) allows to state the following result.</p><p>Proposition 1. The number of firms with multimarket contacts is a structural factor facilitating collusion in both markets.</p><p>When the number of firms with multimarket contacts (k) is increasing, the area X is expanding but the area Y is reducing since the frontier <img src="15-1500126\b8e7f580-0e03-42ce-a6d8-feacdaf60425.jpg" />is moving upward. In this case, the share of firms that are supplying in both markets is very high and the number of <img src="15-1500126\019ea7c9-6520-40cd-9895-eebfc0a6c755.jpg" /> active firms in the single market B is very low; in that case, their benefit from a deviation is diminishing since their collusion profit is growing. One can also underline that the critical discount factor decreases with the number of active firms in both markets. Parameter k can be considered therefore as a structural factor facilitating collusion in markets<sup>9</sup>. This critical threshold decreases as a function of k. As the number of firms with contacts in both markets is relatively high, it becomes constant with respect to k since it is equal to<img src="15-1500126\ce0c363d-e96d-4533-abd3-f61645f0e352.jpg" />.</p></sec><sec id="s4_3"><title>4.3. Collusion Transfers</title><p>Now we make the comparison between both critical discount factors in two previous frameworks: the situation where some firms are active in both markets (i.e.<img src="15-1500126\f2eb707d-b989-4331-adef-9095e948456e.jpg" />) and the benchmark case without multimarket contact (<img src="15-1500126\38379fd0-8acb-4b46-9394-a3d76eec657a.jpg" />defined in Section 2).</p><p><xref ref-type="fig" rid="fig2">Figure 2</xref> synthesizes the analysis of the critical discount factors and shows the area (depending on the parameter values) in which the existence of multimarket contacts is a structural factor facilitating collusion transfers from the less concentrated market (i.e. market A ) to the more concentrated market (B).</p><p>In this figure, one can distinguish three areas denoted<img src="15-1500126\bc458b3a-8ba4-408b-9e27-70b9318a0884.jpg" />, <img src="15-1500126\0b345ad1-bcb5-4e6b-9e29-fe5bfe889641.jpg" />and <img src="15-1500126\ef3428f2-69ad-4c60-a176-abb288879d66.jpg" /> according to the values of parameters. Within locus <img src="15-1500126\f009f219-941d-48f8-bb77-90d386f5e902.jpg" /> and<img src="15-1500126\c835cc1a-2de0-4bab-81dc-b302df172f96.jpg" />, multimarket contacts do not increase the incentives for firms to collude. In both regions, the critical discount factor threshold does not decrease with the number of active firms in both markets:</p><p><img src="15-1500126\cde59996-ad39-4c18-8df2-a06e40ec0cf1.jpg" />. In the area<img src="15-1500126\e98bdd9e-8ced-4cde-8722-b599c6c255e3.jpg" />, presence of firms with contacts in both markets entails more incentives for firms to collude in market A and also in market B. One can precise these results when market B becomes more competitive (m increases with n being fixed).</p><p>As market B is relatively concentrated (<img src="15-1500126\37f2e811-f13c-4b94-9d50-811860cc2875.jpg" />)we have <img src="15-1500126\66f62ffc-32d8-4a12-a91c-3a4a949b01d9.jpg" /> (in area<img src="15-1500126\e120f618-5e86-4b95-8b46-0ec95176012b.jpg" />): no collusion transfer occurs. Indeed initially, without multimarket contact, the critical discount factor is already very low. Active firms in market B have thus strong incentives to collude since collusion profits are shared between few firms. In that case, transferring collusion is too costly for active firms in both markets since they should give up a too large market share in market A but also in market B. In this situation, active firms in both markets make collusion less sustainable since<img src="15-1500126\cdc387e5-43fa-48dc-a5fe-ff7d97efd0d4.jpg" />.</p><p>When market B is less concentrated</p><p>(<img src="15-1500126\cf0c3e2d-1194-44b1-88e9-0298e295247b.jpg" />), our results show that firms with contacts in both markets are able to transfer collusion on this market: <img src="15-1500126\2ab3f55d-306a-4006-a255-b5f75ae0f53c.jpg" />(area<img src="15-1500126\d7d3be39-7a3c-4d45-a154-66027fbb853f.jpg" />). We distinguish between two situations according to values of m: 1) whenever <img src="15-1500126\6127e54b-12de-4195-8318-c2546a3429ea.jpg" /><sub> </sub>and 2) whenever</p><p><img src="15-1500126\47773ee2-02c4-4ca3-b67b-f8d2958c9eee.jpg" /></p><p>In the case 1)<img src="15-1500126\84cecf67-c118-46a3-a8d9-a418b52a3d10.jpg" />, market B becomes less concentrated. Individual collusion profits for active firms in this market are relatively low. In that case, the critical discount factor is defined using the incentive constraint for firms with multimarket contacts. These firms are then able to transfer collusion at a lower cost giving up a relatively small part of their market share. On the other side, if 2)<img src="15-1500126\4973bba6-8c8c-46f1-a82f-8ad0f2f7be42.jpg" />, the critical discount factor in the multimarket contacts framework is defined using the incentive constraint for active firms in the single-market B (<img src="15-1500126\87b8540a-1743-46e9-9289-3b835a8ac73c.jpg" />).</p><p>Within the area<img src="15-1500126\259709ae-544e-4655-87d1-b4c04685a4b5.jpg" />, market B is very competitive (<img src="15-1500126\f97b6a5e-8b63-47d4-923b-225363823bae.jpg" />); active firms in this market have then initially a low market share that is<img src="15-1500126\87b4cbe3-5cd4-4efb-8d47-51c0f868cc4f.jpg" />. It is then impossible to transfer collusion since de facto firms with contacts cannot concede an additional part of their market share.</p><p>One can summarize the previous discussion using <xref ref-type="fig" rid="fig3">Figure 3</xref> which represents the variation of the critical discount factor as a function of m when market A is weakly competitive (<img src="15-1500126\25753cd6-1551-4ae8-bf99-0b9b7a0a5e9b.jpg" />).</p><p>In this figure, the thick line represents the critical threshold <img src="15-1500126\08fc4d55-6271-4c44-a1ad-b99e44398a0e.jpg" /> for which a collusion transfer is made. More precisely, for n and <img src="15-1500126\4f487808-29e4-4c40-aa97-b7e3b865d6d2.jpg" /> given, the figure shows the market B structure for which firms with multimarket contacts are able to transfer collusion.</p><p>We can now state the following proposition concerning the impact of market-B concentration on the incentives to collude for firms in market A.</p><p>Proposition 2. When market A is weakly competitive (<img src="15-1500126\8ca40cd4-f5ea-41da-a659-7a47039dfb55.jpg" />), more concentration in market B can reduce incentives to collude for firms in market A.</p><p>This proposition states a relevant result for competition policy. Usually, more market concentration leads to more incentives to collude. Here we show that a reverse result may hold: with multimarket contacts, a weakly competitive adjacent market (A here) relax incentives to collude for firms competing in others markets (as B).</p><p>The intuition of this result is simple. In order to transfer collusion, firms with multimarket contacts have to give up a significant part of their respective market share for firms without contact. Then firms with multimarket contacts may give up a small market share as collusion profits for single-market firms are low<sup>10</sup>. In that case, firms with contacts are able to transfer collusion easily. For example, to transfer collusion towards market B (i.e. <img src="15-1500126\4e6b6985-5eb3-4474-9081-358f7bbf2385.jpg" />high), collusion profits for active firms in single market B must be weak; this is the case when these firms are numerous (<img src="15-1500126\c8295d9e-895e-44b9-9cbc-921d8076a89d.jpg" />high). The idea is obvious: ability for firms to transfer collusion depends on their ability to give up market shares that depends on the value of <img src="15-1500126\39be9a2e-242f-4624-a496-e8d9078fdb6b.jpg" /> or on the number of firms (<img src="15-1500126\bdb32406-2387-48c4-8fea-663f95c48ede.jpg" />) without contact in market B.</p><p>Moreover, one can note that within the “transfer area”<img src="15-1500126\da76819e-6efb-4b9c-891c-d3a5fa8b712d.jpg" />, the difference between both critical factors denoted <img src="15-1500126\4d2218ce-10e0-4837-b1be-84602245822a.jpg" /> is not a monotonic function of m. When the market B structure is not very competitive</p><p>(<img src="15-1500126\7e5303d1-03b1-41f7-ba09-2a574f2d722e.jpg" />), the gap <img src="15-1500126\cb532668-7f53-4e1e-9bc2-6e014eaa1131.jpg" /> is increasing in m.</p><p>In that case, incentives to transfer collusion increase when market B becomes more competitive. On the other hand, as market B<sub> </sub>is sufficiently competitive</p><p>(<img src="15-1500126\4ae88060-12cb-43c9-81f0-1606dd75eb51.jpg" />), incentives to transfers collusion reverse: they decrease with the number of active firms in market</p><p>B. Hence, it exists a degree of market concentration in market B for which incentives to transfer collusion reach a maximum level, i.e. when<img src="15-1500126\44a77ffe-0d66-4186-b7b3-5bbb802503c5.jpg" />. Last, one can see that this value <img src="15-1500126\550faeeb-452d-4fa2-9e39-7d655d253e58.jpg" /><sub> </sub>is increasing in the number of firms with contacts in both markets (i.e. k). <xref ref-type="fig" rid="fig4">Figure 4</xref> illustrates how the gap <img src="15-1500126\a4db281b-357e-4a63-9125-c4878315b6bf.jpg" /> varies with m and k.</p><p>We see in <xref ref-type="fig" rid="fig4">Figure 4</xref> that when k is growing (<img src="15-1500126\99cc58fa-1b0b-4d7f-8e6c-bd96c7b648a2.jpg" />), incentives to transfer collusion are higher for more competitive market B: <img src="15-1500126\ca6d1648-7112-4171-bb96-40291663b169.jpg" />is increasing with k. Moreover, one can note that maximum incentives (corresponding to a market structure<img src="15-1500126\3941c82a-0414-482b-8716-4f93dc5c9271.jpg" />) are increasing in k.</p><p>So far, we have just considered low level of competition in market A (low level of n). When market A is more competitive (<img src="15-1500126\c2fa218e-a4a3-4f04-a8af-cd4bbb102314.jpg" />) and market <img src="15-1500126\016f3e68-c4de-434f-8499-bc82c0f8a4c1.jpg" /> is weakly concentrated (<img src="15-1500126\da6c594b-686a-4913-818e-02d4e6d9c82a.jpg" />), concentration of market A entails more collusive behaviors for firms in market B.</p></sec><sec id="s4_4"><title>4.4. HHI Test and Collusion with Multimarket Contacts</title><p>In order to analyze the link between incentives to collude and the degree of market concentration in the situation where k firms are active in both markets, we first calculate the concentration indexes HHI for each area<img src="15-1500126\336c4fce-03a4-47ad-b198-628252721791.jpg" />, <img src="15-1500126\54089152-d49b-473c-9715-20bf3f24d99c.jpg" />and <img src="15-1500126\e6166bd7-66eb-44cb-8c13-65737679937a.jpg" /> depicted in <xref ref-type="fig" rid="fig3">Figure 3</xref>.</p><p>Hence in those areas, HHI for each market writes:</p><p><img src="15-1500126\1b9b5638-749a-4aeb-b25b-26ae70fe7331.jpg" /></p><p>On the one hand, on can see clearly that <img src="15-1500126\e94de07e-9cfd-444e-ac3f-a5eb0a5d6842.jpg" /> are decreasing functions<sup>11</sup> of each<img src="15-1500126\1ebd22fb-7d69-423e-8623-ceae049ed18c.jpg" />. On the other hand, using relation (7) in Lemma 1, we can see that <img src="15-1500126\85ddfa18-8281-4349-91ee-5688d16fddbd.jpg" /> is an increasing function of <img src="15-1500126\2583c3c2-a0d1-4da5-9c77-1c355fc5ad7e.jpg" /> whereas <img src="15-1500126\7bfab743-d74f-415d-bde3-fbfad8e73820.jpg" /> is a decreasing function of<img src="15-1500126\a91708c8-8ea3-4be5-9059-603ec87ead9e.jpg" />,<img src="15-1500126\549ca7ce-ea92-44a0-b56a-6278e22f7743.jpg" />. Hence, it follows that <img src="15-1500126\04e91dee-68df-4069-bb67-9dc0509c30da.jpg" /> is a</p><p>decreasing function of <img src="15-1500126\147de083-9c18-4654-ba67-0dbbab6721c8.jpg" /> but <img src="15-1500126\b142a1ed-1295-4ab8-acf1-c43c38612dcf.jpg" /> is an increasing function of HHI in markets A and B.</p><p>In the configuration where market A is weakly competitive (<img src="15-1500126\c7935610-cf06-4893-9bcf-c921ab6c7c52.jpg" />), we just have proved the following proposition.</p><p>Proposition 3. When market B is few concentrated</p><p><img src="15-1500126\952c9503-8dff-4dcd-8212-f25fb010ca6c.jpg" />, a low HHI level in market A or B corresponds to a market structure which facilitates collusion.</p><p>This result reverses the established link between collusion sustainability and index of market concentration (see remarks 1 and 2). In the Proposition 3, we show that the analysis of the market structure (HHI test) could generate results in contradiction with results of the analysis of firm’s behaviors (collusion test). In particular, whenever<img src="15-1500126\0b17b55c-da7c-4d24-b889-c252f0bfef58.jpg" />, the critical discount factor (which would be the correct but unobservable collusion test) increases whereas HHI decreases. This reflects the situation where more competitive markets A or B could strengthen incentives to collude for some firms in these markets.</p></sec></sec><sec id="s5"><title>5. Conclusions</title><p>In this paper, we show how the relationship between market concentration and collusive behaviors can be modified when firms are active on several independent markets (firms with multimarket contacts). It turns out that in particular market configurations, the well-known HHI test can generate results opposite to those obtained with the analysis of market behaviors, particularly the control of collusion.</p><p>Concerning the competition policy, three interesting results are underlined. First, the presence of active firms in both markets can increase incentives to collude. In that case, the concentration index HHI would be calculated on larger relevant markets. It is therefore necessary to analyze other geographical markets on which firms are active in order to control there is no collusion transfers from a geographic market to another. Second, the entrance of a firm in a market allows to improve concentration index and to decrease the HHI value. This entrance is therefore very favorable from a structural point of view. However, if this new firm is also active in a more concentrated market, her entrance in the more competitive market would increase incentives for other firms to collude. Indeed, this active firm in both markets could give up market shares on her new market in order to incite other firms to collude. In that case, the entrance of a firm (decrease of HHI) could give more incentives to collude and could be therefore harmful. Third, the process of concentration on a market can question previous collusive agreements and therefore can be favorable in terms of competition policy. More precisely, if the HHI value is increasing on the more competitive market, active firms in both markets can have more difficulties to incite other firms to collude. In this context, for a coherent competetion policy, it is better to analyze the relative levels of market concentration on which firms are active and not only absolute HHI level on each independent relevant market. Such a coherent analysis would allow controlling the structure of market linked to the control of collusive behaviors of firms.</p></sec><sec id="s6"><title>REFERENCES</title></sec><sec id="s7"><title>Appendix</title><p>Proof of Lemma 1. From relation (7) in the text we know that <img src="15-1500126\666d0ce9-f8ca-48d0-b3d3-edcc0e9c3f96.jpg" /> Let us define three difference</p><p><img src="15-1500126\0dee55b4-6eff-4bee-990f-b59de1eec872.jpg" />and</p><p><img src="15-1500126\735c7310-d340-4701-8673-873f7ba13711.jpg" />and study them according to<img src="15-1500126\31aedaf2-6eda-4df0-93e4-3f3b2cd40541.jpg" />.</p><p>First, suppose that <img src="15-1500126\b25c9a86-a36f-4218-baf0-b8ff9e0d40ae.jpg" /> and <img src="15-1500126\bb6b6523-b68a-461c-9374-a0f107e75884.jpg" /> then we turn back in the situations of Sections 2 and 3 where</p><p><img src="15-1500126\abd43fa7-4e1c-414d-8c5d-8cfeaee0aa12.jpg" />for <img src="15-1500126\c19b08c6-6234-48d9-9d6c-182e75eafcf7.jpg" /> then <img src="15-1500126\5033c917-fca1-441a-ac39-0889f507c600.jpg" /> and<img src="15-1500126\fd2fd791-f2c3-4486-a7f8-890bf5fd8788.jpg" />. This implies <img src="15-1500126\89f6098e-5fd6-4614-a871-345d4309b9b7.jpg" /> and<img src="15-1500126\961f8792-2f93-40fd-98cd-8ca374167679.jpg" />hence <img src="15-1500126\8ff7c145-d9e1-4cba-843f-50a4cd011862.jpg" /> so we have<img src="15-1500126\66ad2d29-f59d-4b77-aade-0d89e2c8f3ca.jpg" />. Second, suppose that <img src="15-1500126\48d83358-ac94-44f7-b6e7-0dcb98a33a7d.jpg" /> then from Equations</p><p>(4) to (6) in the text, we have 1) <img src="15-1500126\c58cf7ec-d853-46ac-8ba7-e50a65eba9d4.jpg" />which is bounded below by<img src="15-1500126\16321ce1-05f9-48ae-8cc9-163af444b59a.jpg" />. Thus <img src="15-1500126\4dc18b9e-ae9c-42fc-a407-4d9deaa8e543.jpg" /></p><p>and the sign of <img src="15-1500126\a0a890c8-ee1a-4755-af34-24bd046e8452.jpg" /> is of no relevance here.</p><p>2)<img src="15-1500126\6db308f1-c2df-4f14-ae19-88b8525c59fd.jpg" />, moreover <img src="15-1500126\6eee8158-693b-43f4-a306-f37cef5d689e.jpg" /> when <img src="15-1500126\21fd373a-606f-4002-9791-2ba21a07b6c4.jpg" /> where <img src="15-1500126\4878ce92-7e02-46b2-943b-20769ba3e225.jpg" /> This value <img src="15-1500126\d10047c2-0365-498c-8bc4-12875179a0fb.jpg" /> is an increasing concave function of n which takes values</p><p><img src="15-1500126\143357f4-1544-4809-9e08-2aaf1a9e4762.jpg" />if <img src="15-1500126\cdaaad19-955b-47ab-aca3-7bbf56cd59e3.jpg" /> and <img src="15-1500126\dde9ae46-d5af-49b6-9a72-325adbf1c59e.jpg" /> if<img src="15-1500126\d862185a-91fb-43ea-a70a-36f94f85141b.jpg" />. Last as<img src="15-1500126\4c4377da-7fdb-495b-9072-90cf80afc330.jpg" />, <img src="15-1500126\1782507d-4f88-44f3-8825-cc0f5565f233.jpg" />is monotonic and decreasing in m, so <img src="15-1500126\0f96cb9e-7be4-4d2e-bde1-7a4becefa94c.jpg" /> when</p><p><img src="15-1500126\53997da6-b09a-4ddf-b6c3-c5cab1392acc.jpg" />and when <img src="15-1500126\c2ce8403-30d7-4283-8730-397a3aedfadc.jpg" /> then <img src="15-1500126\3a73c2f9-ffa2-444b-84cd-46f978fd2eb5.jpg" /> To sum up <img src="15-1500126\85012723-6d45-4c11-aa0e-9d82327960cd.jpg" /> if <img src="15-1500126\34389690-aaad-415c-ac95-1f29cd494d96.jpg" /> and</p><p><img src="15-1500126\bd754e14-ff06-474d-a8c0-5e8e35b1f755.jpg" />if<img src="15-1500126\4aedbfba-04de-435d-b037-ca98f6966e5a.jpg" />. Third if</p><p><img src="15-1500126\bb0e12a1-ea3f-4c5f-9197-f3968917a759.jpg" />then again using Equations (4)-(6):</p><p>1) <img src="15-1500126\f6f4fa4e-1609-49de-982e-546c987288ae.jpg" />is again bounded below by<img src="15-1500126\ad3ad91b-118a-4bd9-a1c4-250202c36f80.jpg" />, so <img src="15-1500126\cef3f0dc-b280-491a-871c-68f56e0b4ae1.jpg" /> and studying <img src="15-1500126\71cdfc72-85ea-4117-bcb4-9f22e9f7b393.jpg" /> is useless but 2)<img src="15-1500126\54b83649-f546-4fde-822f-10d3e6a467c6.jpg" />. Hence<img src="15-1500126\75086b59-75f0-4754-b1bf-ae83d756727f.jpg" />.</p><p>Last if <img src="15-1500126\6e826cca-7bfb-4c27-a93b-faf91de35db7.jpg" /> and <img src="15-1500126\e175ae4c-cbdb-448e-b1ec-0e4603c499c1.jpg" /> then 1)</p><p><img src="15-1500126\70b9f2b0-1ae2-4379-b208-052e1cc2b0ff.jpg" />is decreasing in n and is zero for<img src="15-1500126\de384b13-a232-4006-a10f-9bac5783e8dc.jpg" />. Moreover <img src="15-1500126\7cbc1fa6-12a4-47c2-8f87-9705f0f3bce3.jpg" /> since</p><p><img src="15-1500126\13f1f76e-c774-4e90-b4d4-3f29a3b4d8bd.jpg" />Consequently <img src="15-1500126\9fd3dbe1-cd62-41a3-86d3-d107b39bd121.jpg" /> that is<img src="15-1500126\4f523864-4291-4aa2-b259-48d1333833d3.jpg" />; 2) <img src="15-1500126\1a4e6b57-4c9d-4e36-a933-3dde40aa63ca.jpg" />is decreasing in m and is zero for<img src="15-1500126\76f45c03-70a1-4ade-a6ec-ccf0b9006404.jpg" />, but <img src="15-1500126\b048a109-e8d0-40cb-ad53-d54b73c058d3.jpg" /> since<img src="15-1500126\8cd3aba3-9efc-420b-8769-a4c540645e34.jpg" />. Hence <img src="15-1500126\b71de2cc-62df-4c67-93fe-8afc16c3a749.jpg" /> if <img src="15-1500126\bcd9582c-070e-4850-8941-19c6622464e3.jpg" /> and <img src="15-1500126\76a38e36-fb07-48f7-ba60-6939a72c2bf3.jpg" /> if<img src="15-1500126\4046000d-38c9-4db3-951b-926122143edb.jpg" />; 3)</p><p><img src="15-1500126\f938ac8f-18e9-49e4-a4ed-5e4790a3e05a.jpg" />is monotone increasing in m and is zero for</p><p><img src="15-1500126\bd529327-32ed-4e8b-a826-cef2dccf5bba.jpg" />where <img src="15-1500126\8733ead8-cbfb-4d8a-bb41-c94c3796d56d.jpg" /> is increasing in n and take the values <img src="15-1500126\b3b97b93-0087-4a4d-a6f1-e325aeda0050.jpg" /> if <img src="15-1500126\889b8e41-1a49-4c4d-8da5-459f5e643fb3.jpg" /> and</p><p><img src="15-1500126\8a7ee27b-cec6-4446-b65e-b1481da26bf3.jpg" />if<img src="15-1500126\79267f3d-d422-41ac-9a11-47209d23f191.jpg" />. Hence <img src="15-1500126\05c14aa3-048f-4aed-81bb-fbc878190b0c.jpg" /> and thus <img src="15-1500126\913aa4a9-4732-4a26-96a9-ec85fa56d589.jpg" /> if <img src="15-1500126\5d07b43d-d7f8-43c8-aba6-73fc3dc8a97d.jpg" /> and <img src="15-1500126\f744e357-0698-4732-91b3-c1d3a1a1a725.jpg" /> if<img src="15-1500126\811024d1-25b1-4f53-9726-1fb67e9fb64e.jpg" />. In summary 1) if <img src="15-1500126\4d1698d6-0bbb-458c-b6f8-13bd4277d159.jpg" /> then<img src="15-1500126\78b76615-e842-48d4-87af-a0dad8e02a88.jpg" />; 2) if</p><p><img src="15-1500126\dd8e3afb-f302-4c2a-9d70-fdd88488aff4.jpg" />then <img src="15-1500126\7271720c-580a-4ca0-83ac-d4d4d586b20e.jpg" /> and 3) if <img src="15-1500126\b849020a-fa1b-4b1f-b898-e6520b6858de.jpg" /> then<img src="15-1500126\dc6f8fbd-197b-4f93-81b8-883863388024.jpg" />.</p><p>As a result of these developments: <img src="15-1500126\aeee2448-751f-4b52-a972-0ed774c4907b.jpg" />if <img src="15-1500126\63a471c0-0a68-44cb-8868-5738f1d260c2.jpg" /> where</p><p><img src="15-1500126\9069d807-cafb-46d0-9d4b-76cea233a585.jpg" /></p><p>and <img src="15-1500126\6f963b01-7372-493f-a0f3-c54b33bc76b9.jpg" /> if</p><p><img src="15-1500126\7355f498-f274-438f-9d1e-a4256843b4e3.jpg" /></p><p>Proof of Proposition 2. We just have to show that the low boundary of the subset <img src="15-1500126\48723861-0d9c-4ef5-8415-d67855f1f4bb.jpg" /> that is</p><p><img src="15-1500126\79b5f712-5690-4458-809c-3f43cd93ae57.jpg" />is an increasing function of k. We see that <img src="15-1500126\eb1355c4-2987-48f8-972d-c36ac964b47e.jpg" /> and <img src="15-1500126\877294b7-b812-4eba-9ff1-780636d7f457.jpg" /> in their respective definition domains (see above).</p><p>Collusion Transfers. We have to give the sign of the difference <img src="15-1500126\8604e302-d2b2-44f8-aa6c-462e438fcf65.jpg" /> .</p><p>1) Assume that <img src="15-1500126\d29f2188-5e45-428b-bf9a-b57b91e453d3.jpg" /> and <img src="15-1500126\ce8350b7-4353-4cb0-9d82-7106d6555172.jpg" /></p><p>(a) If <img src="15-1500126\870d78b5-d4a7-4010-ab8a-f9e10ad0137c.jpg" /> and <img src="15-1500126\b81dc94f-69a7-4565-9c6b-c12b40e10072.jpg" /> then <img src="15-1500126\cdc427b9-c12c-4697-a75c-4435045ad17f.jpg" /> is decreasing in m and is equal to zero for <img src="15-1500126\8be963a9-e625-4234-be59-4a3711de8568.jpg" /> Moreover, we have <img src="15-1500126\48f7a391-9f53-41a2-85e5-4387b7294096.jpg" /> since <img src="15-1500126\5f8a50d2-da55-4acf-8980-e70321aeea1e.jpg" /> In that case, <img src="15-1500126\82955ee8-d090-4ba6-9091-aa5def996857.jpg" /> if<img src="15-1500126\12efba0c-42c3-4cda-a268-0f558b3f0fa9.jpg" />. (b) If <img src="15-1500126\7d2d1ab3-8513-4a73-8055-72f8178d773f.jpg" /> and <img src="15-1500126\4f34d2d5-e268-40a6-8ed0-b1d0dfbb2958.jpg" /> then <img src="15-1500126\61f4db24-a2ce-4b18-87a7-558d22882f35.jpg" /> is decreasing in m and is equal to zero when <img src="15-1500126\a7fb92f5-6d1c-404a-9897-824ea6777bfa.jpg" /> We have therefore <img src="15-1500126\acaf7c29-9076-49b0-bf87-7df91740c96c.jpg" /> since <img src="15-1500126\cac4df0f-ed9d-4725-9792-f89b6a6bbad7.jpg" /> Moreover, if <img src="15-1500126\bac7630e-f22c-4be0-9298-913a65ada101.jpg" /> then <img src="15-1500126\f6c78daa-7f59-4919-bedc-209a8bdf2a89.jpg" /> and if <img src="15-1500126\6c22e0b0-87f9-4071-b1ee-fe71d809b7d5.jpg" /> then<img src="15-1500126\c5d6da0f-6d73-40a5-a217-a6bb29619f70.jpg" />. In that case, <img src="15-1500126\c399709a-d89b-421e-9ec9-0d79f9f8b91e.jpg" />if<img src="15-1500126\56fd5a15-8557-48a4-9eaf-c907180df47f.jpg" />.</p><p>One can define the area <img src="15-1500126\9d21fa9e-ed7d-49d0-9b28-14e82710041b.jpg" /> as a subset <img src="15-1500126\e0b15214-cc90-4c73-8b22-4f220dfe7ee1.jpg" /> such that</p><p><img src="15-1500126\d70c1c8b-0529-4846-9a6d-f16448b3c8be.jpg" />.</p><p>2) Assume that <img src="15-1500126\0a2bc079-d141-4fe5-9f6d-151693bee1e6.jpg" /> and<img src="15-1500126\79b04d8b-7ac9-4165-9ec5-d7b0fdc9e8b7.jpg" />. (a) If<img src="15-1500126\537feff2-70cb-40a6-8850-e5b7140add5c.jpg" /> and <img src="15-1500126\ebd36acf-ecc2-4a68-b07f-11c113a1690d.jpg" /> then</p><p><img src="15-1500126\86080c16-778b-400c-84a3-dd0f0972a446.jpg" />in that case<img src="15-1500126\5e81c017-9388-41a7-85df-eb69c4457dd4.jpg" />. Idem if</p><p><img src="15-1500126\f7f57c76-58d0-4745-ab0e-accf7e450153.jpg" />and<img src="15-1500126\61a0d3a2-59a5-4a39-8ef8-26542a43c1ab.jpg" />. We can define area <img src="15-1500126\1616a86a-abd5-4b00-8c52-fb8bd33ba4ad.jpg" /> as a subset of <img src="15-1500126\4374539e-0f7d-451e-a0e7-56c794e8fb72.jpg" /> such that</p><p><img src="15-1500126\84ffa35d-ab9d-49c5-9b89-0ab43587b839.jpg" /></p><p>(b) If <img src="15-1500126\e933978e-d1d8-4496-9673-6befed94ce2e.jpg" /> then <img src="15-1500126\d55359e7-23f9-471c-889a-7a96d0460d4e.jpg" /> and <img src="15-1500126\655bba40-6d34-4e88-8440-f8a0ba58443e.jpg" /></p><p>This allows to define the area<img src="15-1500126\9fb6ac2d-2fb2-479e-9035-33929568ffc4.jpg" />, subset of <img src="15-1500126\c45e6203-8b22-481f-8500-2f932bf11650.jpg" /> so that</p><p><img src="15-1500126\1fadcc6e-216f-44b7-be6a-a12f9cd455aa.jpg" /></p><p>Study of <img src="15-1500126\3c1cb843-d8ba-4ca3-81dc-6fad9d8fc72f.jpg" /> in locus<img src="15-1500126\ce007489-2837-45f7-a722-e3a1444353b9.jpg" />. We denote in the text<img src="15-1500126\9b4ef1a1-94cd-45ef-b1c1-ab309d293fa6.jpg" />. If <img src="15-1500126\37f4a5b8-cb1b-42e3-aa7d-ea17590eea8d.jpg" /> and if <img src="15-1500126\3a376b46-57b9-4822-8c78-a64d86d20533.jpg" /> then, we shown above that:</p><p>• For<img src="15-1500126\4cfd00e5-6954-492d-bce6-51355bd1b25a.jpg" />, <img src="15-1500126\d48c2ed7-02b2-483f-8465-c2ae3ddc5f6c.jpg" />is increasing in m.</p><p>However <img src="15-1500126\0a88433e-7683-46ad-8f7b-02aaa5392713.jpg" /></p><p>• For<img src="15-1500126\538c2c62-253f-4892-8089-be2cf3f77f10.jpg" />, <img src="15-1500126\0ea34bd0-2910-43a9-81fc-fe481240806e.jpg" />is decreasing in m since<img src="15-1500126\f6f72d14-5484-43fe-8fa5-a65774ff7f64.jpg" />. Moreover <img src="15-1500126\2c29a465-50d1-4103-bd75-db2288401e10.jpg" /> and we show that<img src="15-1500126\a42c8cb3-2e5c-4d3f-9b54-a937fa1689df.jpg" />.</p><p>Proof of Proposition 3. According to the text, if <img src="15-1500126\9f7b59e1-e6b6-4518-96da-b7f05ecad0ca.jpg" /></p><p><img src="15-1500126\5d9c37a0-15c1-454e-9867-b1844b61d6d8.jpg" /></p><p>Moreover, if <img src="15-1500126\77535b4c-e217-4a2d-a684-be267482c5a6.jpg" /> then <img src="15-1500126\821754a4-58c7-4251-93b9-2baf9063aaef.jpg" /> is an increasing function of <img src="15-1500126\9e75e405-ad1e-40ab-be69-513427992044.jpg" /> since<img src="15-1500126\6cfb7b4d-aa96-45ee-90e5-af4d2df72060.jpg" />. On the other side, <img src="15-1500126\4f22d17d-9de6-4f68-9fe3-2dd78afae6d6.jpg" />is a decreasing function of <img src="15-1500126\0059e67b-4425-4f47-8c77-977c6a863cf7.jpg" /> and <img src="15-1500126\ea90b226-037a-4b03-a971-b69a268f16de.jpg" /> since <img src="15-1500126\e8cbaaf6-fc2e-4490-afa4-d337b043e674.jpg" /> for<img src="15-1500126\f936f781-8da9-4e08-b9ac-0329c7cc974b.jpg" />.</p></sec><sec id="s8"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.21502-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">M. Ivaldi, B. Jullien, P. Rey, P. Seabright and J. Tirole, “The Economics of Tacit Collusion,” IDEI Working Paper, No. 186, Report for DG Competition, European Commission, 2003,.</mixed-citation></ref><ref id="scirp.21502-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">C. Davidson and R. Deneckere, “Horizontal Mergers and Collusive Behavior,” International Journal of Industrial Organization, Vol. 2, No. 2, 1984, pp. 117-132.</mixed-citation></ref><ref id="scirp.21502-ref3"><label>3</label><mixed-citation publication-type="other" xlink:type="simple">W. A. Brock and J. Scheinkman, “Price Setting Supergames with Capacity Constraints,” Review of Economic Studies, Vol. 52, No. 3, 1985, pp. 371-382. 
doi:10.1016/S0014-2921(01)00099-X</mixed-citation></ref><ref id="scirp.21502-ref4"><label>4</label><mixed-citation publication-type="other" xlink:type="simple">O. F. Compte, F. Jenny and P. Rey, “Capacity Constraints, Mergers and Collusion,” European Economic Review, Vol. 46, No. 1, 2002, pp. 1-29.</mixed-citation></ref><ref id="scirp.21502-ref5"><label>5</label><mixed-citation publication-type="other" xlink:type="simple">B. D. Bernheim and M. D. Whinston, “Multimarket Contact and Collusive Behavior,” Rand Journal of Economics, Vol. 21, No. 1, 1990, pp. 1-26.</mixed-citation></ref><ref id="scirp.21502-ref6"><label>6</label><mixed-citation publication-type="other" xlink:type="simple">F. Domanico, “Concentration in the European Electricity Industry: The Internal Market as Solution?” Energy Policy, Vol. 35, No. 10, 2007, pp. 5064-5076. 
doi:10.1016/j.enpol.2007.04.014.</mixed-citation></ref><ref id="scirp.21502-ref7"><label>7</label><mixed-citation publication-type="other" xlink:type="simple">J. W. Friedman, “A Non Cooperative Equilibrium for Supergames,” Review of Economic Studies, Vol. 28, 1971, pp. 1-12.</mixed-citation></ref></ref-list></back></article>