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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Built Environ.</journal-id>
<journal-title>Frontiers in Built Environment</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Built Environ.</abbrev-journal-title>
<issn pub-type="epub">2297-3362</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="publisher-id">1644333</article-id>
<article-id pub-id-type="doi">10.3389/fbuil.2025.1644333</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Built Environment</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Assessing governmental roles in the success of infrastructure projetcs implemented through public-private partnership in Vietnam</article-title>
<alt-title alt-title-type="left-running-head">Thai et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fbuil.2025.1644333">10.3389/fbuil.2025.1644333</ext-link>
</alt-title>
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<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Thai</surname>
<given-names>Nguyen Hong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3167981/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Phu</surname>
<given-names>Tran Quang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
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<contrib contrib-type="author">
<name>
<surname>Thao</surname>
<given-names>Huynh Thi Yen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Falcuty of Transport Economic</institution>, <institution>University of Transport and Communications</institution>, <addr-line>Hanoi</addr-line>, <country>Vietnam</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Transport Economics and Development</institution>, <institution>University of Transport Hochiminh City</institution>, <addr-line>Hochiminh</addr-line>, <country>Vietnam</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2993031/overview">Tiep Nguyen</ext-link>, International University, Vietnam</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3105849/overview">Duong Vuong</ext-link>, Mientrung University of Civil Engineering, Vietnam</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3112473/overview">MohammedShakil Malek</ext-link>, Gujarat Technological University, India</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Tran Quang Phu, <email>phu.tran@ut.edu.vn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>11</volume>
<elocation-id>1644333</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Thai, Phu and Thao.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Thai, Phu and Thao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The demand for diversification of funding sources and promotion of private sector participation in infrastructure development is a necessity in Vietnam. Through the public-private partnership (PPP) model, approximately $30 billion has been mobilized for traffic infrastructure development. However, there are still many shortcomings, and growth has shown signs of stagnation. Many factors contribute to this situation, but one of the fundamental reasons is that the management policies and implementation of PPP projects in Vietnam have significant drawbacks. Based on the research results from both domestic and international sources, as well as practical experience, 20 factors relating to the role of the government in attracting infrastructure development investment projects in Vietnam were identified. Then, these factors can be categorized into five groups through factor analysis, as follows: (1) Establishing a suitable legal/regulatory framework, (2) Creating a favorable investment economic environment, (3) Establishing a coordinating and supporting agency, (4) Selecting appropriate franchise partners, (5) Actively participating in various stages of the project life cycle. Accurately assessing the current situation to develop solutions to resolve practical obstacles will be an important basis for mobilizing investment capital for traffic infrastructure development in Vietnam today.</p>
</abstract>
<kwd-group>
<kwd>public-private Partnership</kwd>
<kwd>infrastructure project</kwd>
<kwd>roles of government</kwd>
<kwd>legal and regulatory framework</kwd>
<kwd>government capacity and commitment</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Construction Management</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>In recent years, the public-private partnership (PPP) model has attracted private sector investment in traffic infrastructure, contributing to both domestic and foreign investment. This approach has stimulated economic and social development, protected the environment, ensured national defense and security, and enhanced the country&#x2019;s competitiveness. Compared to traditional investment methods, PPP has demonstrated higher efficiency in the use of public funds while opening up an attractive investment option. Many businesses have had the opportunity to participate in large projects, utilizing significant amounts of domestically produced raw materials, creating thousands of jobs for workers, and providing citizens with better quality services at reasonable costs. The success of PPP in infrastructure, particularly in traffic infrastructure, is closely linked to the establishment and implementation of a robust legal and policy framework for PPP in Vietnam. This framework has created a solid legal basis for investment activities in infrastructure projects under the PPP model.</p>
<p>In Vietnam, the projected investment demand is estimated to be around $30 billion by 2030. Developing a comprehensive infrastructure system is a key focus for the country to achieve sustainable development goals and enhance national competitiveness in a synchronized and modern manner, addressing the requirements for socio-economic development. However, the limited investment capital from the state budget poses a significant challenge to meeting this investment demand. In this context, Vietnam&#x2019;s strategy is to maximize resources for infrastructure investment through socialization policies, with one of the main channels being the PPP model. Vietnam has enacted many policies for mobilizing and managing investments through this model, achieving some initial results. However, numerous shortcomings remain, and there are signs of stagnation. Many factors contribute to this situation, with one fundamental issue being the inadequacies in the policies governing the management and implementation of PPP projects. Accurately assessing the current government policies and developing solutions to address the practical challenges will be crucial for mobilizing investment capital for traffic infrastructure development in Vietnam through the PPP model.</p>
</sec>
<sec id="s2">
<title>2 Overview of research on the role of government in influencing the success of PPP investment projects</title>
<p>Research indicates that the government plays a crucial role in the success of public-private partnership (PPP) investment projects. Many organizations and individual researchers worldwide have published findings that clarify the government&#x2019;s role in supporting PPP projects (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>PPP Summary of research on the role and responsibilities of the government regarding PPP projects.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">No</th>
<th align="center">Authors</th>
<th align="center">PPP model</th>
<th align="center">Research scope</th>
<th align="center">Main findings</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">
<xref ref-type="bibr" rid="B1">Abdel (2007)</xref>
</td>
<td align="center">PPP</td>
<td align="center">United Kingdom and Canada</td>
<td align="left">The principles that need to be addressed to ensure the successful implementation of PPP projects include: understanding the objectives of using private finance when selecting a PPP agreement, allocating risks to the private sector, establishing a comprehensive legal framework for PPP, assessing value for money when choosing a delivery system, setting up a PPP unit to develop and/or implement policy, maintaining transparency in the partner selection process, standardizing processes and contracts, and technical performance metrics</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">
<xref ref-type="bibr" rid="B6">Durchslag, Puri and Rao (1994)</xref>
</td>
<td align="center">PPP</td>
<td align="center">Not specific</td>
<td align="left">A series of conditions must be met for PPP to succeed in the long term: ensuring that the highest government authorities make commitments and provide full support to promote the PPP program as quickly as possible; maximizing transparency and minimizing the scope for decision-making to ensure the integrity of the process; minimizing the provision of guarantees, incentives, and government credits; empowering a small committee of carefully selected individuals to oversee the privatization process across all sectors; establishing and issuing a legal and regulatory framework for the industry before undertaking any actual divestiture or privatization processes; ensuring the integrity of the restructuring process; and maximizing competition through the use of public bidding</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">
<xref ref-type="bibr" rid="B13">Koch and Buser (2006)</xref>
</td>
<td align="center">PPP</td>
<td align="center">Denmark</td>
<td align="left">The role of the Danish government in managing PPP projects includes: establishing a central advisory unit; developing a set of guidelines, tools, and standard contracts; selecting a set of pilot projects; subsidizing feasibility studies; and exploring potential areas for PPP.</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">
<xref ref-type="bibr" rid="B14">Kumaraswamy and Zhang (2001)</xref>
</td>
<td align="center">BOT</td>
<td align="center">Not specific</td>
<td align="left">The issues that the government needs to address for the BOT model to operate smoothly include: establishing a comprehensive legal and regulatory framework, ensuring a stable political environment, developing the domestic capital market, ensuring fair and competitive bidding, providing adequate government support and guarantees, conducting project feasibility studies, selecting the most suitable concession partner, and continuously assessing project progress and performance</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">
<xref ref-type="bibr" rid="B17">Pongsiri (2002)</xref>
</td>
<td align="center">PPP</td>
<td align="center">Not specific</td>
<td align="left">The author emphasizes the necessity of establishing a clearly defined legal framework, but not one that is overly centralized</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">
<xref ref-type="bibr" rid="B23">VCCI (2023)</xref>
</td>
<td align="center">PPP</td>
<td align="center">Vietnam</td>
<td align="left">The main purpose of the PPP policy is to attract investment from private investors and enhance the efficiency of government investment funds. Additionally, the government needs to create a flexible mechanism that ensures the harmonization of various interests, avoiding the attraction of investment at any cost to safeguard public interests and the benefits of citizens when using public goods and services through PPP. The government must also have mechanisms to protect the environment, ensuring that environmental considerations are not compromised in the execution of PPP projects. In this case, the government is not only a PPP partner but also a policy architect for PPP to balance and maintain the interests of all participants, ensuring the integrity of the government through transparency and accountability</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Besides the context of several countries metioned above, the Governments&#x2019; roles varied in the success of public-private partnership (PPP) projects across countries. Forexample, in China, strong local government capacity and credible institutional frameworks have been shown to significantly influence private sector participation, although state-owned enterprises still dominate many PPP contracts (<xref ref-type="bibr" rid="B19">Qin and Zhao, 2025</xref>). India faces persistent challenges related to land acquisition, limited public-sector experience, and high project risks, highlighting the need for stronger contract management and policy support (<xref ref-type="bibr" rid="B15">Malek and Gundaliya, 2023</xref>). Brazil offers lessons on the importance of post-award governance, as frequent contract renegotiations have revealed gaps in regulatory oversight and fiscal risk control (<xref ref-type="bibr" rid="B26">World Bank, 2020</xref>). In Vietnam, the government has made progress with a dedicated PPP law and growing experience in infrastructure delivery, but still faces challenges in investor selection, legal harmonization, and project risk allocation (<xref ref-type="bibr" rid="B22">Thai and Son, 2015</xref>; <xref ref-type="bibr" rid="B23">VCCI, 2023</xref>). To be more specific, as of November 2019, Vietnam has signed contracts for 336 PPP projects, of which 140 projects use the BOT contract type, 188 projects use the BT contract type, and 8 projects use other contract types. The total capital mobilized for the development of the national infrastructure system is approximately 1.6 trillion VND. Among them, the total number of transport infrastructure investment projects under the PPP model in Vietnam is 220 projects, with an investment of approximately 672,345 billion VND, including BOT investment with a total capital of 181,542 billion VND (accounting for 86.6% of the total investment) (<xref ref-type="bibr" rid="B23">VCCI, 2023</xref>). Over more than 20 years of implementing PPPs, certain contributions have been made. However, in practice, there are still many challenges and barriers that need to be overcome to enhance the effectiveness and develop PPP models for the upcoming period.</p>
<p>Based on the research results from both domestic and international sources, as well as practical experience regarding the role of the government in attracting infrastructure development investment projects in Vietnam, the research team summarizes the results of the study on the government&#x2019;s influence on transportation infrastructure project development in Vietnam, as shown in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>List of factors regarding the government&#x2019;s responsibility for PPP projects.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">No</th>
<th align="center">Critical success factor (CSF)</th>
<th align="center">Authors</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1</td>
<td align="left">Favorable legal framework</td>
<td align="left">
<xref ref-type="bibr" rid="B4">Boyfield (1992)</xref>; (<xref ref-type="bibr" rid="B20">Stein, 1995</xref>)</td>
</tr>
<tr>
<td align="center">2</td>
<td align="left">Determining suitable projects to be implemented in the form of PPP</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Jefferies, Gameson and Rowlinson (2002)</xref>; (<xref ref-type="bibr" rid="B18">Qiao et al., 2001</xref>)</td>
</tr>
<tr>
<td align="center">3</td>
<td align="left">Appropriate risk allocation and risk sharing</td>
<td align="left">
<xref ref-type="bibr" rid="B8">Grant (1996)</xref>; (<xref ref-type="bibr" rid="B18">Qiao et al., 2001</xref>)</td>
</tr>
<tr>
<td align="center">4</td>
<td align="left">Commitment/responsibility of public/private sectors</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Stonehouse (1996)</xref>
</td>
</tr>
<tr>
<td align="center">5</td>
<td align="left">PPP project development planning</td>
<td align="left">
<xref ref-type="bibr" rid="B2">Akintoye et al. (2003)</xref>; (<xref ref-type="bibr" rid="B12">Jefferies et al., 2002</xref>; <xref ref-type="bibr" rid="B18">Qiao et al., 2001</xref>)</td>
</tr>
<tr>
<td align="center">6</td>
<td align="left">Government involvement by providing guarantees</td>
<td align="left">
<xref ref-type="bibr" rid="B18">Qiao et al. (2001)</xref>; (<xref ref-type="bibr" rid="B21">Stonehouse, 1996</xref>)</td>
</tr>
<tr>
<td align="center">7</td>
<td align="left">Investment incentives and guarantees</td>
<td align="left">
<xref ref-type="bibr" rid="B2">Akintoye et al. (2003)</xref>
</td>
</tr>
<tr>
<td align="center">8</td>
<td align="left">Multi-benefit objectives</td>
<td align="left">
<xref ref-type="bibr" rid="B8">Grant (1996)</xref>
</td>
</tr>
<tr>
<td align="center">9</td>
<td align="left">Stable macro-economic environment</td>
<td align="left">
<xref ref-type="bibr" rid="B5">Dailami and Klein (1998)</xref>; (<xref ref-type="bibr" rid="B18">Qiao et al., 2001</xref>)</td>
</tr>
<tr>
<td align="center">10</td>
<td align="left">Available financial market</td>
<td align="left">
<xref ref-type="bibr" rid="B2">Akintoye et al. (2003)</xref>; (<xref ref-type="bibr" rid="B12">Jefferies et al., 2002</xref>; <xref ref-type="bibr" rid="B18">Qiao et al., 2001</xref>)</td>
</tr>
<tr>
<td align="center">11</td>
<td align="left">Comprehensive economic policy</td>
<td align="left">
<xref ref-type="bibr" rid="B7">European Investment (2021)</xref>
</td>
</tr>
<tr>
<td align="center">12</td>
<td align="left">Develop appropriate PPP project implementation policies</td>
<td align="left">
<xref ref-type="bibr" rid="B2">Akintoye et al. (2003)</xref>; (<xref ref-type="bibr" rid="B12">Jefferies et al., 2002</xref>; <xref ref-type="bibr" rid="B18">Qiao et al., 2001</xref>)</td>
</tr>
<tr>
<td align="center">13</td>
<td align="left">Well-organized public agency</td>
<td align="left">
<xref ref-type="bibr" rid="B3">Asian Development Bank (2013)</xref>; (<xref ref-type="bibr" rid="B4">Boyfield, 1992</xref>; <xref ref-type="bibr" rid="B20">Stein, 1995</xref>)</td>
</tr>
<tr>
<td align="center">14</td>
<td align="left">The State&#x2019;s Experience in PPP</td>
<td align="left">
<xref ref-type="bibr" rid="B25">World Bank (2007)</xref>
</td>
</tr>
<tr>
<td align="center">15</td>
<td align="left">Transparency in the bidding process</td>
<td align="left">
<xref ref-type="bibr" rid="B11">Jay-Hyung et al. (2011)</xref>; (<xref ref-type="bibr" rid="B12">Jefferies et al., 2002</xref>; <xref ref-type="bibr" rid="B22">Thai and Son, 2015</xref>
</td>
</tr>
<tr>
<td align="center">16</td>
<td align="left">Competitive procurement process</td>
<td align="left">
<xref ref-type="bibr" rid="B12">Jefferies, Gameson and Rowlinson (2002)</xref>
</td>
</tr>
<tr>
<td align="center">17</td>
<td align="left">Communication about the form of PPP</td>
<td align="left">
<xref ref-type="bibr" rid="B3">Asian Development Bank (2013)</xref>
</td>
</tr>
<tr>
<td align="center">18</td>
<td align="left">Shared authority between public and private sectors</td>
<td align="left">
<xref ref-type="bibr" rid="B21">Stonehouse (1996)</xref>
</td>
</tr>
<tr>
<td align="center">19</td>
<td align="left">Thorough and realistic cost/benefit assessment</td>
<td align="left">
<xref ref-type="bibr" rid="B18">Qiao et al. (2001)</xref>
</td>
</tr>
<tr>
<td align="center">20</td>
<td align="left">Government support in site clearance</td>
<td align="left">
<xref ref-type="bibr" rid="B18">Qiao et al. (2001)</xref>; (<xref ref-type="bibr" rid="B27">Zhang et al., 1998</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3">
<title>3 Research survey design</title>
<sec id="s3-1">
<title>3.1 Research theory</title>
<p>The overview study has indicated the factors related to the role and responsibilities of the government that influence the success of investment projects under the PPP model for developing transportation infrastructure in Vietnam. The research model has based on several theoretical framework for PPP effectiveness. The first theory is institutional theory, which show that multiple institutional factors inluding regulatory quality, political stability, rule of law, voice and accountability work in combination to drive private investment in infrastructure PPPs (<xref ref-type="bibr" rid="B24">Wang et al., 2024</xref>). This suggests that Vietnam&#x2019;s PPP outcomes could be analyzed through an institutional lens, such as assessing whether legal frameworks, anti-corruption measures, and governance norms create an enabling environment. The second theoretical framework in PPP research mentioned by <xref ref-type="bibr" rid="B19">Qin and Zhao (2025)</xref> is transaction cost economics including the economics of contracting and risk-sharing. Their analysis finds that strong government credibility and capacity and an active local private sector significantly encourage private firms to participate, whereas higher project complexity or uncertainty tends to favor state-owned enterprise involvement. Therefore, this paper involves discussing how Vietnam&#x2019;s government mitigates negotiation costs, uncertainty, and opportunistic behavior in PPP contracts. The third idea should be mentioned is Governance and Collaborative Frameworks. <xref ref-type="bibr" rid="B10">Hodge and Carsten (2019)</xref> emphasize governments leverage private capital and expertise to deliver public infrastructure, offloading financial risk to private partners in exchange for profit opportunities. In this paper, discussion of Vietnam&#x2019;s PPP oversight structures, transparency measures, and stakeholder engagement in light of global best practices for PPP governance is ivestigated arcurately.</p>
<p>The critical factors have been listed from the huge litterature review and assessed by several experts in this field. A carefully selected experts, including private sector leaders, PPP policymakers offered diverse, high-level insights. Their contributions shaped the identification of key drivers and the design of a targeted questionnaire. Feedback was largely positive, with only minor wording suggestions, indicating strong consensus. Finally, the identified factors were indecated, showed in the <xref ref-type="table" rid="T5">Table 5</xref>.</p>
</sec>
<sec id="s3-2">
<title>3.2 Research survey</title>
<p>Based on the synthesis of factors related to the roles and responsibilities of the government that influence the success of transportation infrastructure investment projects under the PPP model in Vietnam (<xref ref-type="table" rid="T5">Table 5</xref>), the content of these factors was incorporated into a survey questionnaire sent to private sectors and public sectors in Vietnam. The questionnaire consists of two parts, including:</p>
<p>Part 1: Questions about the information of the surveyed organizations and individuals.</p>
<p>Part 2: Questions about the factors related to the roles and responsibilities of the government that affect the success of transportation infrastructure investment projects in Vietnam.</p>
<p>Out of 150 distributed surveys, 132 were returned, of which 122 were usable. Among these, 32 surveys came from public organizations (26.23%) and 90 from private organizations (73.77%). The completion rate of the survey was 61%. <xref ref-type="table" rid="T3">Table 3</xref> below shows the roles of the respondents in PPP projects, indicating that the respondents have an average experience of 15.57 years <xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref> provide further details.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Roles of respondents in PPP projects.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Sector</th>
<th align="center">Role</th>
<th align="center">Quantity</th>
<th align="center">Percentage (%)</th>
<th align="center">Cuulative (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="3" align="left">Public sector</td>
<td align="left">State management agency</td>
<td align="center">24</td>
<td align="right">75</td>
<td align="right">75</td>
</tr>
<tr>
<td align="left">Research institute, University</td>
<td align="center">8</td>
<td align="right">25</td>
<td align="right">25</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="center">32</td>
<td align="right">100</td>
<td align="left"/>
</tr>
<tr>
<td rowspan="4" align="left">Private sector</td>
<td align="left">State-owned enterprise</td>
<td align="center">58</td>
<td align="right">64, 44</td>
<td align="right">64, 44</td>
</tr>
<tr>
<td align="left">Private enterprise</td>
<td align="center">27</td>
<td align="right">30</td>
<td align="right">94, 44</td>
</tr>
<tr>
<td align="left">Credit institutions, Banks</td>
<td align="center">5</td>
<td align="right">5, 56</td>
<td align="right">100</td>
</tr>
<tr>
<td align="left">Total</td>
<td align="center">90</td>
<td align="right">100</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Experience of respondents.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Years of experiences</th>
<th align="center">State-owned enterprise</th>
<th align="center">Private enterprise</th>
<th align="center">Total</th>
<th align="center">Percentage %</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0&#x2013;10</td>
<td align="center">3</td>
<td align="center">22</td>
<td align="center">25</td>
<td align="center">6</td>
</tr>
<tr>
<td align="center">10&#x2013;20</td>
<td align="center">16</td>
<td align="center">56</td>
<td align="center">72</td>
<td align="center">31</td>
</tr>
<tr>
<td align="center">20&#x2013;30</td>
<td align="center">9</td>
<td align="center">9</td>
<td align="center">18</td>
<td align="center">34</td>
</tr>
<tr>
<td align="center">&#x3e;30</td>
<td align="center">4</td>
<td align="center">3</td>
<td align="center">7</td>
<td align="center">23</td>
</tr>
<tr>
<td align="center">Total</td>
<td align="center">32</td>
<td align="center">90</td>
<td align="center">122</td>
<td align="center">100</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref> provide an overview of the respondents&#x2019; backgrounds, offering insight into the diversity and experience of participants involved in PPP projects in Vietnam. <xref ref-type="table" rid="T4">Table 4</xref> shows that 73.77% of the responses were from private sector organizations including state owned enterprises, private firms, and financial institutions, meanwhile the remaining 26.23% came from public agencies and academic institutions. This reflects a strong representation from the private sector, which is crucial for understanding investor perspectives. <xref ref-type="table" rid="T4">Table 4</xref> highlights the distribution of professional experience among respondents, with a majority (65%) having over 10 years of experience in PPP-related roles, ensuring the reliability and relevance of the insights gathered through the survey.</p>
</sec>
<sec id="s3-3">
<title>3.3 Exploratory factor analysis (EFA)</title>
<p>Exploratory Factor Analysis (EFA) was employed in this study given the exploratory nature of the research and the absence of a well-established theoretical model specific to the Vietnamese context of PPP governance. EFA is particularly appropriate when the primary objective is to identify latent constructs and uncover the underlying structure of relationships among observed variables, without imposing <italic>a priori</italic> assumptions (<xref ref-type="bibr" rid="B9">Hair et al., 2019</xref>). This method facilitated the empirical classification of twenty government-related success factors into coherent dimensions based on the observed intercorrelations within the dataset. To address potential subjective biases commonly associated with Likert-scale survey instruments, the questionnaire was carefully designed to ensure neutrality in wording and clarity in interpretation. Furthermore, internal consistency of the data was assessed using Cronbach&#x2019;s alpha, with all identified factors exceeding the commonly accepted reliability threshold of 0.70 (<xref ref-type="bibr" rid="B16">Nunnally and Bernstein, 1994</xref>), thereby reinforcing the robustness of the findings.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Analysis of survey data and results</title>
<sec id="s4-1">
<title>4.1 Ranking the importance of government in influencing the success of infrastructure investment projects in transport under PPP in Vietnam</title>
<p>The analysis of the survey data has provided the average importance values for 20 variants regarding the role of the government in influencing the success of transport infrastructure development projects in Vietnam (<xref ref-type="table" rid="T5">Table 5</xref>).</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>The relative importance of the variants.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Variants</th>
<th colspan="2" align="center">State-owned enterprise</th>
<th colspan="2" align="center">Private enterprise</th>
<th colspan="4" align="center">Total</th>
</tr>
<tr>
<th align="center">Mean</th>
<th align="center">Rank</th>
<th align="center">Mean</th>
<th align="center">Rank</th>
<th align="center">Mean</th>
<th align="center">Rank</th>
<th align="center">
<italic>F</italic>
</th>
<th align="center">Sign</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Adequate and favorable legal framework</td>
<td align="center">3, 47</td>
<td align="center">13</td>
<td align="center">3, 69</td>
<td align="center">7</td>
<td align="center">3, 63</td>
<td align="center">9</td>
<td align="center">0, 748</td>
<td align="center">0, 391</td>
</tr>
<tr>
<td align="left">Identification of suitable projects for PPP</td>
<td align="center">3, 53</td>
<td align="center">12</td>
<td align="center">3, 88</td>
<td align="center">6</td>
<td align="center">3, 79</td>
<td align="center">6</td>
<td align="center">1.465</td>
<td align="center">0, 231</td>
</tr>
<tr>
<td align="left">Appropriate risk allocation and sharing</td>
<td align="center">3, 73</td>
<td align="center">10</td>
<td align="center">4, 17</td>
<td align="center">2</td>
<td align="center">4, 05</td>
<td align="center">2</td>
<td align="center">2.011</td>
<td align="center">0, 162</td>
</tr>
<tr>
<td align="left">Commitment/responsibility of the public/private sector</td>
<td align="center">3, 60</td>
<td align="center">11</td>
<td align="center">4, 12</td>
<td align="center">3</td>
<td align="center">3, 98</td>
<td align="center">4</td>
<td align="center">3,107</td>
<td align="center">0, 084</td>
</tr>
<tr>
<td align="left">Development planning for PPP projects</td>
<td align="center">3, 86</td>
<td align="center">6</td>
<td align="center">4, 19</td>
<td align="center">1</td>
<td align="center">4, 11</td>
<td align="center">1</td>
<td align="center">1,379</td>
<td align="center">0, 245</td>
</tr>
<tr>
<td align="left">Government guarantees</td>
<td align="center">2, 87</td>
<td align="center">19</td>
<td align="center">3, 26</td>
<td align="center">14</td>
<td align="center">3, 16</td>
<td align="center">17</td>
<td align="center">0, 779</td>
<td align="center">0, 381</td>
</tr>
<tr>
<td align="left">Investment incentives and guarantees</td>
<td align="center">2, 62</td>
<td align="center">20</td>
<td align="center">3, 25</td>
<td align="center">13</td>
<td align="center">3, 09</td>
<td align="center">18</td>
<td align="center">0, 759</td>
<td align="center">0, 371</td>
</tr>
<tr>
<td align="left">Multi-benefit objectives</td>
<td align="center">3, 13</td>
<td align="center">15</td>
<td align="center">3, 21</td>
<td align="center">16</td>
<td align="center">3, 19</td>
<td align="center">15</td>
<td align="center">0, 058</td>
<td align="center">0, 811</td>
</tr>
<tr>
<td align="left">Stable macroeconomic environment</td>
<td align="center">3, 27</td>
<td align="center">14</td>
<td align="center">3, 17</td>
<td align="center">17</td>
<td align="center">3, 19</td>
<td align="center">16</td>
<td align="center">0, 100</td>
<td align="center">0, 753</td>
</tr>
<tr>
<td align="left">Comprehensive economic policies</td>
<td align="center">3, 07</td>
<td align="center">16</td>
<td align="center">3, 24</td>
<td align="center">15</td>
<td align="center">3, 19</td>
<td align="center">14</td>
<td align="center">0, 401</td>
<td align="center">0, 529</td>
</tr>
<tr>
<td align="left">Developed financial market</td>
<td align="center">3, 80</td>
<td align="center">8</td>
<td align="center">4, 12</td>
<td align="center">4</td>
<td align="center">4, 04</td>
<td align="center">3</td>
<td align="center">1.681</td>
<td align="center">0.200</td>
</tr>
<tr>
<td align="left">Establishment of appropriate PPP project policies</td>
<td align="center">3, 90</td>
<td align="center">4</td>
<td align="center">3, 64</td>
<td align="center">9</td>
<td align="center">3, 72</td>
<td align="center">8</td>
<td align="center">0, 940</td>
<td align="center">0, 337</td>
</tr>
<tr>
<td align="left">Well-organized PPP focal unit of the government</td>
<td align="center">3, 93</td>
<td align="center">2</td>
<td align="center">3, 67</td>
<td align="center">8</td>
<td align="center">3, 74</td>
<td align="center">7</td>
<td align="center">0, 567</td>
<td align="center">0, 455</td>
</tr>
<tr>
<td align="left">Government experience with PPP</td>
<td align="center">3, 83</td>
<td align="center">7</td>
<td align="center">3, 54</td>
<td align="center">11</td>
<td align="center">3, 72</td>
<td align="center">10</td>
<td align="center">0, 910</td>
<td align="center">0, 317</td>
</tr>
<tr>
<td align="left">Transparency in the bidding process</td>
<td align="center">3, 73</td>
<td align="center">9</td>
<td align="center">3, 55</td>
<td align="center">10</td>
<td align="center">3, 60</td>
<td align="center">11</td>
<td align="center">0, 271</td>
<td align="center">0, 605</td>
</tr>
<tr>
<td align="left">Competitive bidding process</td>
<td align="center">4, 00</td>
<td align="center">1</td>
<td align="center">3, 14</td>
<td align="center">18</td>
<td align="center">3, 37</td>
<td align="center">13</td>
<td align="center">4,694</td>
<td align="center">0, 035 &#x2a;</td>
</tr>
<tr>
<td align="left">Communication about public-private partnerships</td>
<td align="center">3, 07</td>
<td align="center">17</td>
<td align="center">2, 71</td>
<td align="center">20</td>
<td align="center">2, 81</td>
<td align="center">20</td>
<td align="center">0, 774</td>
<td align="center">0, 383</td>
</tr>
<tr>
<td align="left">Sharing authority between public and private sectors</td>
<td align="center">3, 00</td>
<td align="center">18</td>
<td align="center">2, 98</td>
<td align="center">19</td>
<td align="center">2, 98</td>
<td align="center">19</td>
<td align="center">0, 005</td>
<td align="center">0, 945</td>
</tr>
<tr>
<td align="left">Comprehensive and realistic cost/benefit assessment</td>
<td align="center">3, 87</td>
<td align="center">5</td>
<td align="center">3, 98</td>
<td align="center">5</td>
<td align="center">3, 95</td>
<td align="center">5</td>
<td align="center">0, 183</td>
<td align="center">0, 711</td>
</tr>
<tr>
<td align="left">Support in land clearance</td>
<td align="center">3, 92</td>
<td align="center">3</td>
<td align="center">3, 43</td>
<td align="center">12</td>
<td align="center">3, 56</td>
<td align="center">12</td>
<td align="center">2.115</td>
<td align="center">0, 152</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note: &#x2a;represent statistically significance at the 5%.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>
<xref ref-type="table" rid="T5">Table 5</xref> provides a detailed comparison of the perceived importance of 20 government-related success factors in PPP projects, based on responses from both public and private sector participants. Overall, the highest-rated factor across all respondents was &#x201c;PPP project development planning&#x201d; with a mean score of 4.11, followed by &#x201c;appropriate risk allocation and sharing&#x201d; (4.05), and &#x201c;availability of financial markets&#x201d; (4.04). These results underscore the critical importance of structured planning, risk-sharing mechanisms, and financial infrastructure in attracting private investment to PPP projects. The factor &#x201c;competitive bidding process&#x201d; showed a significant divergence, rated 4.00 by public sector respondents (Rank 1), but only 3.14 by private sector respondents, reflecting a possible difference in trust or satisfaction with current procurement practices. Similarly, &#x201c;support in land clearance&#x201d; was ranked 3rd by public sector respondents (mean 3.92), but 12th by the private sector (mean 3.43), indicating differing views on government performance in this area.</p>
<p>At the lower end of the spectrum, both groups rated &#x201c;communication about PPP&#x201d; (mean &#x3d; 2.81) and &#x201c;sharing authority between sectors&#x201d; (mean &#x3d; 2.98) among the least important, suggesting limited perceived value or unclear implementation in practice. Notably, private respondents assigned higher importance to &#x201c;commitment/responsibility of the public/private sector&#x201d; (4.12) than public respondents (3.60), highlighting the private sector&#x2019;s emphasis on government accountability. Meanwhile, &#x201c;investment incentives and guarantees&#x201d; received a relatively low overall score (3.09), reflecting ongoing concerns about the adequacy or effectiveness of current incentive mechanisms. These results reveal sectoral divergences and confirm that while legal frameworks and financial arrangements are universally important, perceptions vary widely in areas such as bidding transparency, government guarantees, and operational coordination.</p>
<p>Next, exploratory factor analysis is used to uncover hidden relationships and underlying structures within the data related to government roles influencing PPP in Vietnam This technique is applied to survey data to explore potential groups among factors related to the roles and responsibilities of the government. The correlation matrix of 20 variables from the survey data has been calculated. The value of the Bartlett&#x2019;s test of sphericity is high (Bartlett&#x2019;s test &#x3d; 464.4103) with a small significance level (p &#x3d; 0.000), indicating that the correlation matrix is not an identity matrix. All variables show significant correlations at the 5% significance level, suggesting that there is no need to eliminate any variables in the principal component analysis. The Kaiser-Meyer-Olkin (KMO) statistic value of 0.754 is satisfactory for factor analysis.</p>
<p>
<xref ref-type="table" rid="T6">Table 6</xref> summarizes the results of the exploratory factor analysis (EFA), identifying five key dimensions underlying the 20 government-related success factors. These groups are named: (1) Legal and Regulatory Framework, (2) Financial and Risk Management, (3) Government Capacity and Commitment, (4) Project Planning and Implementation, and (5) Stakeholder Coordination. All factor loadings exceed the 0.5 threshold, indicating strong construct validity, and the cumulative variance explained is satisfactory. The grouping reflects logical thematic clusters, supporting the structural integrity of the model.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Factor rotation matrix for the role of the government in developing transportation infrastructure through the PPP model in Vietnam.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Factor component</th>
<th colspan="5" align="center">Components</th>
</tr>
<tr>
<th align="center">Factor 1</th>
<th align="center">Factor 2</th>
<th align="center">Factor 3</th>
<th align="center">Factor 4</th>
<th align="center">Factor 5</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Adequate and favorable legal framework</td>
<td align="center">0, 8181</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Identification of suitable projects for PPP</td>
<td align="center">0, 6970</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Appropriate risk allocation and sharing</td>
<td align="center">0, 6657</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Commitment/responsibility of the public/private sector</td>
<td align="center">0, 6603</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Development planning for PPP projects</td>
<td align="center">0, 6390</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Government guarantees</td>
<td align="left"/>
<td align="center">0, 7046</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Investment incentives and guarantees</td>
<td align="left"/>
<td align="center">0, 7012</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Multi-benefit objectives</td>
<td align="left"/>
<td align="center">0, 6054</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Stable macroeconomic environment</td>
<td align="left"/>
<td align="center">0, 9266</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Comprehensive economic policies</td>
<td align="left"/>
<td align="center">0, 8231</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Developed financial market</td>
<td align="left"/>
<td align="center">0, 8685</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Establishment of appropriate PPP project policies</td>
<td align="left"/>
<td align="left"/>
<td align="center">0, 7362</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Well-organized PPP focal unit of the government</td>
<td align="left"/>
<td align="left"/>
<td align="center">0, 7121</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Government experience with PPP</td>
<td align="left"/>
<td align="left"/>
<td align="center">0, 7012</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">Transparency in the bidding process</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">0, 7817</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Competitive bidding process</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">0, 7501</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Communication about public-private partnerships</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">0, 7007</td>
</tr>
<tr>
<td align="left">Sharing authority between public and private sectors</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">0, 6557</td>
</tr>
<tr>
<td align="left">Comprehensive and realistic cost/benefit assessment</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">0, 5448</td>
</tr>
<tr>
<td align="left">Support in land clearance</td>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="left"/>
<td align="center">0, 6789</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4-2">
<title>4.2 Discussions on the roles and responsibilities of the government in transport infrastructure development projects in the form of PPP</title>
<p>The results of the exploratory factor analysis (<xref ref-type="table" rid="T6">Table 6</xref>) provide empirical support for the classification of 20 government-related success factors into five distinct thematic dimensions: (1) Legal and Regulatory Framework, (2) Financial and Risk Management, (3) Government Capacity and Commitment, (4) Project Planning and Implementation, and (5) Stakeholder Coordination. This classification aligns with existing literature and highlights the multifaceted role of the public sector in shaping successful PPP outcomes.</p>
<p>Among these dimensions, the &#x201c;Legal and Regulatory Framework&#x201d; emerged as the most influential, with strong factor loadings on items such as the clarity of laws, enforceability of contracts, and transparency in procurement processes. This underscores the critical importance of a stable and predictable institutional environment in fostering investor confidence. This conclusion widely supported in global PPP studies (<xref ref-type="bibr" rid="B10">Hodge and Carsten, 2019</xref>; Malek and Shah, 2024). In Vietnam, a law on PPP has been enacted, effective from 1 January 2021; however, its implementation depends on other subordinate legal documents, which raises concerns among private investors about the stability and consistency of the system of subordinate legal documents to ensure that the PPP law is effectively and conveniently put into practice. An important factor in this group is Identification of suitable projects for PPP (mean value of 3.79), which is crucial for the private sector to secure a PPP contract. Project enterprises must demonstrate that the proposed project will meet all relevant legal requirements. For example, in the Ben Thuy Bridge investment project and the Cai Lay&#x2013;Tien Giang bypass road project under the PPP model, when the toll collection location under the BOT model was deemed unreasonable due to pressure from the public, the project enterprise was forced to allow free passage and adjust the toll collection level and location, which affected the project&#x2019;s revenue until a suitable toll collection plan was proposed.</p>
<p>The &#x201c;Financial and Risk Management&#x201d; factor highlights the need for well-structured risk-sharing mechanisms and accessible financial markets. The high ranking of these elements, particularly from private sector respondents, reflects concerns about fiscal guarantees, return on investment, and cost recovery&#x2014;all of which are decisive in private participation (<xref ref-type="bibr" rid="B19">Qin and Zhao, 2025</xref>). In the Vietnamese context, the lack of credit enhancement tools and limited participation of domestic banks in long-term project finance has been a recurring barrier, as seen in cases like the Dau Giay&#x2013;Phan Thiet expressway project, which faced funding delays.</p>
<p>The &#x201c;Government Capacity and Commitment&#x201d; dimension further reinforces the necessity of strong leadership, administrative capability, and sustained political will in PPP delivery. This is particularly relevant in Vietnam, where decentralized responsibilities can pose coordination challenges. For example, inconsistencies between central ministries and provincial departments in project approvals and land clearance have led to delays in infrastructure development. The data reveal differing perceptions across sectors, with private stakeholders placing more emphasis on public sector accountability.</p>
<p>The dimension &#x201c;Project Planning and Implementation&#x201d; emphasizes the foundational role of comprehensive feasibility studies, clear objectives, and readiness criteria in mitigating project-level uncertainties. Empirical evidence from other emerging markets such as Malaysia and Brazil, confirms that robust pre-implementation frameworks are critical to long-term PPP performance (<xref ref-type="bibr" rid="B15">Malek and Gundaliya, 2023</xref>). In Vietnam, projects such as the Ben Luc&#x2013;Long Thanh expressway have demonstrated how insufficient pre-feasibility assessments and shifting investment structures can compromise timelines and cost efficiency.</p>
<p>Finally, the &#x201c;Stakeholder Coordination&#x201d; factor which received lower average rating points to underlying issues in cross-sector collaboration, communication, and authority sharing. This reflects broader governance challenges in transitional economies and underscores the need for institutionalized dialogue platforms. In practice, PPP projects in Vietnam often face fragmented coordination between agencies, resulting in overlapping responsibilities and unclear accountability issues noted by the Vietnam Chamber of Commerce and Industry (VCCI) and other independent assessments.</p>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion and recommendations</title>
<p>It can be affirmed that the government is the decision-making entity in creating the most favorable investment environment to unlock resources and promote the development of public-private partnerships (PPP) and projects that provide numerous net benefits to society, including: enhancing government capacity; innovation in public service delivery; reducing project costs and timelines; and transferring primary risks to the private sector. This is influenced by five groups of factors with 20 categories of elements that reflect the government&#x2019;s role and responsibilities, arranged in order of importance from highest to lowest impact on the success of PPP projects in Vietnam&#x2019;s transportation infrastructure. The factor analysis provides both theoretical and practical insights into how the Vietnamese government can enhance PPP performance. By aligning national efforts with global benchmarks and addressing specific governance gaps such as inter-agency coordination, financial instrument development, and transparent regulatory enforcement. The findings contribute to a more nuanced understanding of public sector roles in infrastructure partnerships. These results may also hold transferable relevance for other developing economies with similar institutional contexts. Besides, the majority of respondents have come from private sector, which seen as the research limitation and will improve in the further research.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s12">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>NT: Methodology, Writing &#x2013; review and editing, Investigation, Writing &#x2013; original draft, Funding acquisition, Data curation, Formal Analysis, Conceptualization. TP: Data curation, Formal Analysis, Methodology, Conceptualization, Writing &#x2013; review and editing, Funding acquisition, Investigation, Writing &#x2013; original draft. HT: Resources, Visualization, Validation, Project administration, Supervision, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="s12">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fbuil.2025.1644333/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fbuil.2025.1644333/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Supplementaryfile1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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