<?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">
    ce
   </journal-id>
   <journal-title-group>
    <journal-title>
     Creative Education
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2151-4755
   </issn>
   <issn publication-format="print">
    2151-4771
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ce.2025.1610097
   </article-id>
   <article-id pub-id-type="publisher-id">
    ce-146579
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Social Sciences 
     </subject>
     <subject>
       Humanities
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Application of Engineering Management Principles in Research and Innovation Governance in Higher Education Institutions: A Systematic Review
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Allen Paul
      </surname>
      <given-names>
       Esteban
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Noel
      </surname>
      <given-names>
       Florencondia
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Feliciana
      </surname>
      <given-names>
       Jacoba
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Christopher
      </surname>
      <given-names>
       Ladignon
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Marvin
      </surname>
      <given-names>
       Mallari
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Michael John
      </surname>
      <given-names>
       Villar
      </given-names>
     </name>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Ofelia
      </surname>
      <given-names>
       Bawan
      </given-names>
     </name>
    </contrib>
   </contrib-group> 
   <aff id="affnull">
    <addr-line>
     aGraduate School Department, Nueva Ecija University of Science and Technology, Cabanatuan, Philippines
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     09
    </day> 
    <month>
     10
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    16
   </volume> 
   <issue>
    10
   </issue>
   <fpage>
    1605
   </fpage>
   <lpage>
    1614
   </lpage>
   <history>
    <date date-type="received">
     <day>
      6,
     </day>
     <month>
      September
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      20,
     </day>
     <month>
      September
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      20,
     </day>
     <month>
      October
     </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>
    The rapid transformation of higher education institutions (HEIs) into drivers of innovation has intensified the need for structured governance frameworks. This systematic review examines the application of engineering management principles: portfolio and project management, risk analysis, knowledge management, systems thinking, and commercialization strategies, in research and innovation governance. Following PRISMA 2020 guidelines, 52 peer-reviewed studies published between 2010 and 2025 were analyzed from Scopus, Web of Science, IEEE Xplore, and Google Scholar. Descriptive metrics show that knowledge management (35%) and commercialization/technology transfer (23%) dominate the literature, while governance models (19%), portfolio management (13%), and emerging IT/blockchain tools (10%) remain underexplored. Findings reveal that Asian universities emphasize knowledge management for capacity building, European HEIs focus on Triple Helix collaborations and commercialization, and Latin American institutions highlight social innovation but face infrastructure gaps. Despite best practices such as hybrid governance, professional research managers, and Agile-Stage-Gate methods, persistent barriers include bureaucracy, fragmented policies, and limited digital readiness. A conceptual framework is proposed that aligns engineering management principles with HEI governance to optimize innovation outcomes and global competitiveness. Future research should empirically validate this framework, explore digital twins and AI-enabled governance, and conduct comparative studies between developed and developing contexts to identify scalable best practices.
   </abstract>
   <kwd-group> 
    <kwd>
     Engineering Management
    </kwd> 
    <kwd>
      Higher Education Institutions
    </kwd> 
    <kwd>
      Research Governance
    </kwd> 
    <kwd>
      Knowledge Management
    </kwd> 
    <kwd>
      Commercialization
    </kwd> 
    <kwd>
      Triple Helix
    </kwd> 
    <kwd>
      Innovation Systems
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>Higher education institutions (HEIs) are evolving into principal architects of innovation ecosystems, with mounting responsibility to transform research into patents, startups, and societal benefits (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R08">
     Etzkowitz &amp; Zhou, 2018
    </xref>). This shift accentuates the limitations of traditional academic governance, which often lacks the responsiveness and coordination needed for complex, multi-stakeholder innovation tasks (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R19">
     Schuetzenmeister, 2010
    </xref>).</p>
   <p>Engineering management principles—project and portfolio management, risk systems thinking, knowledge management (KM), and commercialization strategies—offer structured methodologies to manage this complexity. Recent literature highlights HEIs implementing Enterprise Risk Management (ERM) to gain holistic visibility over interrelated risks (<xref ref-type="bibr" rid="scirp.146579-6">
     Deloitte, 2025
    </xref>) and applying continuous improvement frameworks like DMAIC and Kaizen to enhance administrative and support systems (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R22">
     Yelamarthi, 2025
    </xref>).</p>
   <p>Knowledge management continues to dominate HEI innovation strategies, especially in regions like Asia, where resource constraints necessitate efficient internal capacities (<xref ref-type="bibr" rid="scirp.146579-14">
     Ngoc-Tan &amp; Gregar, 2018
    </xref>). Meanwhile, European institutions increasingly rely on Triple Helix models—integrating university-industry-government collaborations—to drive research commercialization (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R08">
     Etzkowitz &amp; Zhou, 2018
    </xref>; <xref ref-type="bibr" rid="scirp.146579-4">
     Brierley, 2024
    </xref>). New domains, such as generative AI governance, are gaining traction, with frameworks developed for U.S., Japanese, and Chinese universities to manage emerging ethical and procedural challenges (<xref ref-type="bibr" rid="scirp.146579-11">
     Li et al., 2025
    </xref>).</p>
   <p>Despite these developments, systematic synthesis of engineering management applications in HEI governance is sparse and regionally fragmented. This review addresses the academic and practical gap by systematically mapping the adoption of engineering management in HEI governance, identifying best practices and outcomes, and proposing a conceptual framework for enhancing research and innovation effectiveness—particularly in resource-constrained contexts.</p>
   <p>This review addresses that gap by systematically synthesizing global evidence on the use of engineering management in HEI research governance. The study aims to:</p>
   <p>1) Identify engineering management principles applied in HEI research governance and innovation hubs.</p>
   <p>2) Synthesize best practices and models for integrating engineering management into university research management.</p>
   <p>3) Evaluate outcomes in terms of efficiency, productivity, and commercialization.</p>
   <p>4) Propose a conceptual framework for engineering management-driven research governance in HEIs.</p>
   <p>By doing so, this study contributes both theoretically and practically to advancing the discourse on how HEIs can strategically leverage engineering management principles to strengthen innovation ecosystems and enhance global competitiveness.</p>
  </sec><sec id="s2">
   <title>2. Methodology and Materials</title>
   <sec id="s2_1">
    <title>2.1. Review Protocol</title>
    <p>The review followed PRISMA 2020 guidelines to ensure transparency in search, screening, and synthesis.</p>
    <fig id="fig1" position="float">
     <label>Figure 1</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146579-"></xref>Figure 1. PRISMA flow diagram.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/6309011-rId13.jpeg?20251023040637" />
    </fig>
    <p>In total, 112 records were identified, of which 89 were screened after duplicate removal; 76 full-text articles were assessed for eligibility, and 52 studies were finally included in the review (see <xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>).</p>
   </sec>
   <sec id="s2_2">
    <title>2.2. Search Strategy</title>
    <p>Search was conducted in Scopus, Web of Science, IEEE Xplore, ScienceDirect, SpringerLink, and Google Scholar. Boolean strings included:</p>
    <p>The Boolean search string applied in article indexing databases was:</p>
    <p>(“engineering management” OR “technology management” OR “innovation management”)</p>
    <p>AND (“higher education” OR “university” OR “HEIs” OR “academic institution”)</p>
    <p>AND (“research governance” OR “research management” OR “R&amp;D centers” OR “innovation hubs”</p>
    <p>OR “technology transfer” OR “intellectual property management” OR “knowledge management”</p>
    <p>OR “portfolio management” OR “commercialization” OR “research productivity”)</p>
    <p>AND (PUBYEAR &gt; 2009 AND PUBYEAR &lt; 2026)</p>
   </sec>
   <sec id="s2_3">
    <title>2.3. Inclusion/Exclusion</title>
    <p>Inclusion: peer-reviewed journal articles, books, and proceedings from 2010-2025, explicitly addressing HEIs and innovation governance.</p>
    <p>Exclusion: non-peer-reviewed materials, editorials, and studies outside HEIs.</p>
    <p>Google Scholar results were cross-checked with Scopus and Web of Science to remove duplicates using title-author-year matching. Screening was then applied to ensure relevance to higher education governance and engineering management principles, and low-quality or non-peer-reviewed items were excluded. This process minimized selection bias while retaining only eligible, high-quality studies.</p>
   </sec>
   <sec id="s2_4">
    <title>2.4. Data Extraction</title>
    <p>Studies were coded by governance model, engineering management principle applied, outcomes, barriers, and best practices.</p>
   </sec>
   <sec id="s2_5">
    <title>2.5. Quality Assessment</title>
    <p>Articles were assessed using the CASP and JBI tools for clarity, rigor, and reliability.</p>
    <table-wrap id="table1">
     <label>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146579-"></xref>Table 1. Quality assessment (CASP/JBI summary).</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="37.02%"><p style="text-align:center">Criteria</p></td> 
       <td class="custom-bottom-td acenter" width="24.97%"><p style="text-align:center">High Quality</p></td> 
       <td class="custom-bottom-td acenter" width="15.96%"><p style="text-align:center">Moderate</p></td> 
       <td class="custom-bottom-td acenter" width="9.32%"><p style="text-align:center">Low</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="37.02%"><p style="text-align:center">Clarity of Objectives</p></td> 
       <td class="custom-top-td acenter" width="24.97%"><p style="text-align:center">48</p></td> 
       <td class="custom-top-td acenter" width="15.96%"><p style="text-align:center">4</p></td> 
       <td class="custom-top-td acenter" width="9.32%"><p style="text-align:center">0</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.02%"><p style="text-align:center">Methodological Rigor</p></td> 
       <td class="acenter" width="24.97%"><p style="text-align:center">45</p></td> 
       <td class="acenter" width="15.96%"><p style="text-align:center">6</p></td> 
       <td class="acenter" width="9.32%"><p style="text-align:center">1</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.02%"><p style="text-align:center">Reliability of Findings</p></td> 
       <td class="acenter" width="24.97%"><p style="text-align:center">44</p></td> 
       <td class="acenter" width="15.96%"><p style="text-align:center">7</p></td> 
       <td class="acenter" width="9.32%"><p style="text-align:center">1</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.02%"><p style="text-align:center">Relevance to HEI Governance</p></td> 
       <td class="acenter" width="24.97%"><p style="text-align:center">50</p></td> 
       <td class="acenter" width="15.96%"><p style="text-align:center">2</p></td> 
       <td class="acenter" width="9.32%"><p style="text-align:center">0</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="37.02%"><p style="text-align:center">Overall Score</p></td> 
       <td class="acenter" width="24.97%"><p style="text-align:center">47/52 high-quality</p></td> 
       <td class="acenter" width="15.96%"><p style="text-align:center">4 moderates</p></td> 
       <td class="acenter" width="9.32%"><p style="text-align:center">1 low</p></td> 
      </tr> 
     </table>
    </table-wrap>
    <p>In <xref ref-type="table" rid="table1">
      Table 1
     </xref>, most studies demonstrated clear objectives, rigorous methods, and relevance, though a few lacked methodological detail (especially in Asia/Latin America case studies).</p>
    <p>Using the adapted CASP/JBI checklist in <xref ref-type="table" rid="table1">
      Table 1
     </xref>, studies scoring ≥ /10 were classified as high quality, those with 5 - 7 as moderate, and those with ≤4 as low. Of the 52 included studies, 47 were high quality, 4 moderates, and only 1 low quality. The single low-quality study was excluded from the synthesis, ensuring that no findings were influenced by evidence judged unreliable.</p>
   </sec>
  </sec><sec id="s3">
   <title>3. Results and Discussion</title>
   <sec id="s3_1">
    <title>3.1. Overview of Included Studies</title>
    <p>A total of 52 studies met the inclusion criteria. They covered a range of themes including portfolio and project management (<xref ref-type="bibr" rid="scirp.146579-13">
      Mikkola, 2001
     </xref>; <xref ref-type="bibr" rid="scirp.146579-16">
      Philbin, 2017
     </xref>), knowledge management (KM) and innovation (<xref ref-type="bibr" rid="scirp.146579-15">
      Parikh, 2001
     </xref>; <xref ref-type="bibr" rid="scirp.146579-18">
      Boroujerdi, Hasani, &amp; Delshab, 2020
     </xref>; <xref ref-type="bibr" rid="scirp.146579-14">
      Ngoc-Tan &amp; Gregar, 2018
     </xref>), governance frameworks (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R08">
      Etzkowitz &amp; Zhou, 2018
     </xref>; <xref ref-type="bibr" rid="scirp.146579-19">
      Schuetzenmeister, 2010
     </xref>; <xref ref-type="bibr" rid="scirp.146579-1">
      Arciénaga Morales et al., 2018
     </xref>), commercialization and technology transfer (<xref ref-type="bibr" rid="scirp.146579-7">
      Dill, 1995
     </xref>; <xref ref-type="bibr" rid="scirp.146579-12">
      McAdam, Keogh, Galbraith, &amp; Laurie, 2004
     </xref>; <xref ref-type="bibr" rid="scirp.146579-20">
      Swamidass, 2013
     </xref>), and emerging IT and blockchain tools (<xref ref-type="bibr" rid="scirp.146579-2">
      Batubara, Ubacht, &amp; Janssen, 2018
     </xref>; <xref ref-type="bibr" rid="scirp.146579-21">
      van Haaren-van Duijn, Bonnin Roca, Romme, &amp; Weggeman, 2023
     </xref>; <xref ref-type="bibr" rid="scirp.146579-17">
      Rampersad et al., 2012
     </xref>).</p>
   </sec>
   <sec id="s3_2">
    <title>3.2. Meta-Analysis Metrics (Descriptive Counts)</title>
    <p>KM dominates the literature (esp. in Asia/Iran/Vietnam), while commercialization studies are concentrated in the US/Europe. Emerging blockchain/IT governance tools are still underexplored.</p>
    <p>All studies were double-coded independently by two reviewers, and discrepancies were resolved through discussion. An inter-rater agreement of 0.87 (Cohen’s kappa) confirmed the reliability of the coding used to generate the percentage distributions in <xref ref-type="table" rid="table2">
      Table 2
     </xref>.</p>
    <table-wrap id="table2">
     <label>
      <xref ref-type="table" rid="table2">
       Table 2
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146579-"></xref>Table 2. Meta-Analysis Metrics</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="58.32%"><p style="text-align:center">Engineering Management Principle</p></td> 
       <td class="custom-bottom-td acenter" width="24.84%"><p style="text-align:center">No. of Studies (%)</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="58.32%"><p style="text-align:center">Knowledge Management (KM)</p></td> 
       <td class="custom-top-td acenter" width="24.84%"><p style="text-align:center">18 (35%)</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="58.32%"><p style="text-align:center">Commercialization/TT (Tech Transfer, Startups)</p></td> 
       <td class="acenter" width="24.84%"><p style="text-align:center">12 (23%)</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="58.32%"><p style="text-align:center">Governance Models (Triple Helix, Hybrid)</p></td> 
       <td class="acenter" width="24.84%"><p style="text-align:center">10 (19%)</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="58.32%"><p style="text-align:center">Portfolio/Project Management</p></td> 
       <td class="acenter" width="24.84%"><p style="text-align:center">7 (13%)</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="58.32%"><p style="text-align:center">Emerging Tools (Blockchain, IT Systems)</p></td> 
       <td class="acenter" width="24.84%"><p style="text-align:center">5 (10%)</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_3">
    <title>3.3. Portfolio and Project Management in HEIs</title>
    <p>Portfolio and project management are increasingly adopted to optimize university research investments. In <xref ref-type="table" rid="table3">
      Table 3
     </xref>, <xref ref-type="bibr" rid="scirp.146579-13">
      Mikkola (2001)
     </xref> developed the R&amp;D Project Portfolio Matrix as a tool to balance projects across risk and innovation value. <xref ref-type="bibr" rid="scirp.146579-16">
      Philbin (2017)
     </xref> showed how applying project management methodologies (e.g., stage-gates, milestones, and risk registers) to research projects enhances accountability and resource efficiency. <xref ref-type="bibr" rid="scirp.146579-5">
      Cooper &amp; Sommer (2016)
     </xref> proposed the Agile-Stage-Gate hybrid, which allows adaptability in dynamic research settings.</p>
    <table-wrap id="table3">
     <label>
      <xref ref-type="table" rid="table3">
       Table 3
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146579-"></xref>Table 3. Portfolio and project management applications in HEIs.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="26.27%"><p style="text-align:center">Study</p></td> 
       <td class="custom-bottom-td acenter" width="32.60%"><p style="text-align:center">Principle Applied</p></td> 
       <td class="custom-bottom-td acenter" width="46.04%"><p style="text-align:center">Key Contribution</p></td> 
       <td class="custom-bottom-td acenter" width="41.49%"><p style="text-align:center">Outcome in HEIs</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="26.27%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-13">
          Mikkola (2001)
         </xref></p></td> 
       <td class="custom-top-td acenter" width="32.60%"><p style="text-align:center">R&amp;D Portfolio Matrix</p></td> 
       <td class="custom-top-td acenter" width="46.04%"><p style="text-align:center">Evaluates research projects vis-à-vis value creation</p></td> 
       <td class="custom-top-td acenter" width="41.49%"><p style="text-align:center">Strategic prioritization of research portfolios</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.27%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-16">
          Philbin (2017)
         </xref></p></td> 
       <td class="acenter" width="32.60%"><p style="text-align:center">PM frameworks (stage-gates, risk)</p></td> 
       <td class="acenter" width="46.04%"><p style="text-align:center">Adapted PM tools to research contexts</p></td> 
       <td class="acenter" width="41.49%"><p style="text-align:center">Increased efficiency and reduced delays</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="26.27%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-5">
          Cooper &amp; Sommer (2016)
         </xref></p></td> 
       <td class="acenter" width="32.60%"><p style="text-align:center">Agile-Stage-Gate</p></td> 
       <td class="acenter" width="46.04%"><p style="text-align:center">Hybrid management of R&amp;D</p></td> 
       <td class="acenter" width="41.49%"><p style="text-align:center">Enhanced adaptability for HEI research units</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_4">
    <title>3.4. Knowledge Management (KM) and Innovation Outcomes</title>
    <p>KM is a recurring success factor. In <xref ref-type="table" rid="table4">
      Table 4
     </xref>, <xref ref-type="bibr" rid="scirp.146579-15">
      Parikh (2001)
     </xref> conceptualized the KM cycle for R&amp;D knowledge, while <xref ref-type="bibr" rid="scirp.146579-18">
      Boroujerdi et al. (2020)
     </xref> empirically validated the link between KM practices and organizational innovation in 63 Iranian HEIs. <xref ref-type="bibr" rid="scirp.146579-17">
      Rampersad et al. (2012)
     </xref> found that IT-enabled KM platforms in technology transfer offices improved collaboration and reduced delays in commercialization. In Malaysia and Vietnam, studies confirmed KM’s predictive role in research productivity and innovation culture (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R10">
      Kowang et al., 2015
     </xref>; <xref ref-type="bibr" rid="scirp.146579-14">
      Ngoc-Tan &amp; Gregar, 2018
     </xref>).</p>
    <table-wrap id="table4">
     <label>
      <xref ref-type="table" rid="table4">
       Table 4
      </xref></label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146579-"></xref>Table 4. KM Practices and innovation outcomes.</title>
     </caption>
     <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
      <tr> 
       <td class="custom-bottom-td acenter" width="33.77%"><p style="text-align:center">Study</p></td> 
       <td class="custom-bottom-td acenter" width="27.38%"><p style="text-align:center">KM Principle</p></td> 
       <td class="custom-bottom-td acenter" width="29.25%"><p style="text-align:center">Evidence</p></td> 
       <td class="custom-bottom-td acenter" width="53.41%"><p style="text-align:center">Innovation Outcome</p></td> 
      </tr> 
      <tr> 
       <td class="custom-top-td acenter" width="33.77%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-15">
          Parikh (2001)
         </xref></p></td> 
       <td class="custom-top-td acenter" width="27.38%"><p style="text-align:center">KM cycle in R&amp;D</p></td> 
       <td class="custom-top-td acenter" width="29.25%"><p style="text-align:center">Conceptual framework</p></td> 
       <td class="custom-top-td acenter" width="53.41%"><p style="text-align:center">Improved knowledge flow in R&amp;D units</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="33.77%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-18">
          Boroujerdi et al. (2020)
         </xref></p></td> 
       <td class="acenter" width="27.38%"><p style="text-align:center">KM in HEIs</p></td> 
       <td class="acenter" width="29.25%"><p style="text-align:center">Regression analysis</p></td> 
       <td class="acenter" width="53.41%"><p style="text-align:center">KM predicted OI dimensions</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="33.77%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-14">
          Ngoc-Tan &amp; Gregar (2018)
         </xref></p></td> 
       <td class="acenter" width="27.38%"><p style="text-align:center">KM in Vietnam HEIs</p></td> 
       <td class="acenter" width="29.25%"><p style="text-align:center">Empirical evidence</p></td> 
       <td class="acenter" width="53.41%"><p style="text-align:center">KM → technical &amp; organizational innovation</p></td> 
      </tr> 
      <tr> 
       <td class="acenter" width="33.77%"><p style="text-align:center">
         <xref ref-type="bibr" rid="scirp.146579-17">
          Rampersad et al. (2012)
         </xref></p></td> 
       <td class="acenter" width="27.38%"><p style="text-align:center">IT-enabled KM</p></td> 
       <td class="acenter" width="29.25%"><p style="text-align:center">Case study in TT office</p></td> 
       <td class="acenter" width="53.41%"><p style="text-align:center">Increased commercialization success</p></td> 
      </tr> 
     </table>
    </table-wrap>
   </sec>
   <sec id="s3_5">
    <title>3.5. Governance and Collaboration Models</title>
    <p>Governance models highlight the systems nature of HEIs. <xref ref-type="bibr" rid="scirp.146579-19">
      Schuetzenmeister (2010)
     </xref> framed research management as “boundary work” connecting science and society. <xref ref-type="bibr" rid="scirp.146579-8">
      Etzkowitz &amp; Zhou (2018)
     </xref> emphasized the Triple Helix of university-industry-government as a framework for entrepreneurship. In Europe and Latin America, <xref ref-type="bibr" rid="scirp.146579-1">
      Arciénaga Morales et al. (2018)
     </xref> noted competence-based innovation management frameworks, while <xref ref-type="bibr" rid="scirp.146579-3">
      Blass &amp; Hayward (2014)
     </xref> foresaw a growing role for social innovation in universities.</p>
    <p>Key Insight: Governance is shifting from centralized control toward hybrid multi-actor frameworks, but many universities in developing regions still rely on bureaucratic models that stifle agility.</p>
   </sec>
   <sec id="s3_6">
    <title>3.6. Commercialization and Technology Transfer</title>
    <p>Commercialization is a critical governance outcome. <xref ref-type="bibr" rid="scirp.146579-7">
      Dill (1995)
     </xref> highlighted how technology transfer units (TTUs) structure licensing and entrepreneurship. <xref ref-type="bibr" rid="scirp.146579-12">
      McAdam et al. (2004)
     </xref> proposed process mapping to improve licensing and venture building. <xref ref-type="bibr" rid="scirp.146579-20">
      Swamidass (2013)
     </xref> showed that university startups, when supported by structured governance (proof-of-concept funds, OTT staff training), outperform traditional licensing in commercialization success.</p>
   </sec>
   <sec id="s3_7">
    <title>3.7. IT and Blockchain Tools for Governance</title>
    <p>Emerging tools transform governance structures. <xref ref-type="bibr" rid="scirp.146579-17">
      Rampersad et al. (2012)
     </xref> demonstrated that IT integration in TT offices improved knowledge flows. <xref ref-type="bibr" rid="scirp.146579-2">
      Batubara et al. (2018)
     </xref> reviewed blockchain adoption in e-government, identifying scalability, security, and regulation as barriers. <xref ref-type="bibr" rid="scirp.146579-21">
      Van Haaren-van Duijn et al. (2023)
     </xref> warned of “seven sins” in blockchain ecosystem governance, such as power imbalances and lack of accountability. For HEIs, these insights suggest that while blockchain can secure IP and research contracts, governance design remains a bottleneck.</p>
   </sec>
   <sec id="s3_8">
    <title>3.8. Conceptual Framework</title>
    <p>Drawing from the synthesis of studies, a conceptual framework was developed to illustrate how engineering management principles shape research and innovation governance in HEIs.</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>
       <xref ref-type="bibr" rid="scirp.146579-"></xref>Figure 2. Conceptual framework of engineering management principles in HEI research and innovation governance.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/6309011-rId14.jpeg?20251023040640" />
    </fig>
    <p>The conceptual framework (<xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>) models how engineering management (EM) principles enhance research and innovation governance in HEIs. Contextual inputs (mandates and policies, resources, and external pressures) activate EM mechanisms (portfolio/project management, knowledge and risk management, systems thinking, lean/agile routines, and commercialization strategies). These mechanisms are operationalized through governance structures (centralized, decentralized, or hybrid), shaping decision rights, coordination, and accountability. The configuration yields measurable outputs across academic productivity, innovation and technology transfer, societal impact, and global reach. A feedback loop via KPIs, evaluation, and benchmarking (continuously refines inputs and governance choices, driving improvement over time). Effects are moderated by institutional maturity, discipline mix, digital capability, IP/regulatory context, and incentive systems, clarifying why similar tools perform differently across universities.</p>
   </sec>
   <sec id="s3_9">
    <title>3.9. Challenges and Best Practices</title>
    <p>Challenges: structural rigidity (<xref ref-type="bibr" rid="scirp.146579-9">
      Jonsson et al., 2015
     </xref>), cultural resistance (<xref ref-type="bibr" rid="scirp.146579-3">
      Blass &amp; Hayward, 2014
     </xref>), funding constraints (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R10">
      Kowang et al., 2015
     </xref>), and policy fragmentation (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R01">
      Arciénaga Morales et al., 2018
     </xref>).</p>
    <p>Best Practices: professional research managers bridging academia and industry (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R19">
      Schuetzenmeister, 2010
     </xref>), integrated KM systems (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R18">
      Boroujerdi et al., 2020
     </xref>; <xref ref-type="bibr" rid="scirp.146579-14">
      Ngoc-Tan &amp; Gregar, 2018
     </xref>), Agile-Stage-Gate methods (<xref ref-type="bibr" rid="scirp.146579-5">
      Cooper &amp; Sommer, 2016
     </xref>), and Triple/Quadruple Helix collaborations (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R08">
      Etzkowitz &amp; Zhou, 2018
     </xref>).</p>
   </sec>
   <sec id="s3_10">
    <title>3.10. Cross-Regional Comparison</title>
    <p>Asia: Strong emphasis on KM and innovation capacity building due to funding/resource constraints (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R10">
      Kowang et al., 2015
     </xref>; <xref ref-type="bibr" rid="scirp.146579-14">
      Ngoc-Tan &amp; Gregar, 2018
     </xref>). Governance remains bureaucratic, making agile adoption slower.</p>
    <p>Europe: Focus on collaborative governance and Triple Helix frameworks (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R08">
      Etzkowitz &amp; Zhou, 2018
     </xref>). Strong policy integration drives commercialization.</p>
    <p>Latin America: Innovation management models often emphasize social innovation and sustainability (<xref ref-type="bibr" rid="scirp.146579-#HYPERLINK  l R01">
      Arciénaga Morales et al., 2018
     </xref>). However, limited infrastructure weakens commercialization capacity.</p>
   </sec>
  </sec><sec id="s4">
   <title>4. Conclusion</title>
   <p>This review confirms that engineering management principles are increasingly embedded in HEI governance, from project portfolio tools to KM frameworks and collaborative Triple Helix models. Their adoption leads to stronger research productivity, commercialization outcomes, and partnerships. However, systemic barriers remain. A proposed conceptual framework combines:</p>
   <p>1) Strategic portfolio management for alignment.</p>
   <p>2) Knowledge-driven governance for innovation.</p>
   <p>3) Risk and systems-based decision-making for adaptability.</p>
   <p>4) Collaborative models (Triple Helix/Quadruple Helix) for sustainability.</p>
   <p>However, systemic barriers remain. Future research should:</p>
   <p>1) Empirically test the conceptual framework through longitudinal case studies.</p>
   <p>2) Investigate digital twins and AI-based governance tools for research management.</p>
   <p>3) Explore regional adaptations of KM and governance frameworks to ensure inclusivity.</p>
   <p>4) Conduct comparative studies across developed vs. developing HEIs to identify scalable best practices.</p>
   <p>This synthesis provides guidance for universities, particularly in resource-constrained settings, to balance efficiency with academic values and societal impact.</p>
  </sec>
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