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<front>
<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>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1207564</article-id>
<article-id pub-id-type="doi">10.3389/fbuil.2023.1207564</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>Investigation of PESTEL factors driving change in capital project organizations</article-title>
<alt-title alt-title-type="left-running-head">Bou Hatoum 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.2023.1207564">10.3389/fbuil.2023.1207564</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bou Hatoum</surname>
<given-names>Makram</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1162924/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nassereddine</surname>
<given-names>Hala</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1154069/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Musick</surname>
<given-names>Sean</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>El-Jazzar</surname>
<given-names>Mahmoud</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Civil Engineering Department</institution>, <institution>University of Kentucky</institution>, <addr-line>Lexington</addr-line>, <addr-line>KY</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Business Management Operations</institution>, <institution>Faithful&#x2b;Gould</institution>, <addr-line>Houston</addr-line>, <addr-line>TX</addr-line>, <country>United States</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/2085180/overview">Raj Shah</ext-link>, Liverpool John Moores University, United Kingdom</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/541885/overview">Fidelis A. Emuze</ext-link>, Central University of Technology, South Africa</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/923418/overview">Andrew Agapiou</ext-link>, University of Strathclyde, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Makram Bou Hatoum, <email>makram.bouhatoum@outlook.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>9</volume>
<elocation-id>1207564</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>04</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Bou Hatoum, Nassereddine, Musick and El-Jazzar.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bou Hatoum, Nassereddine, Musick and El-Jazzar</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>In a volatile, uncertain, complex, and ambiguous environment, organizational change has been a central concern for capital project organizations, that continue to suffer from poor project performance in a growing industry. As such, capital project organizations must understand the changing environment and the factors driving change within their organizations to remain successful in a changing environment and adapt to change. To help the capital projects industry achieve successful organizational change efforts, this paper aims to 1) identify the external factors that are pushing capital project organizations to change and 2) investigate whether these factors impact organizations differently. To achieve the desired objective, a total of 22 PESTEL (political, economic, social, technological, environmental, and legal) factors were identified and validated with a group of 14 subject matter experts and defined via the context of literature. Then, the factors were evaluated via an online survey to understand whether they impact organizations differently based on their age maturity (including contemporary, transitional, and legacy organizations) and type of work (including owners, contractors, and service providers). Findings from this study can provide capital project practitioners and researchers with valuable insights needed to understand the external factors shaping change within the industry.</p>
</abstract>
<kwd-group>
<kwd>capital projects</kwd>
<kwd>change management</kwd>
<kwd>construction industry</kwd>
<kwd>external change factors</kwd>
<kwd>organizational change</kwd>
<kwd>PESTEL</kwd>
</kwd-group>
<contract-num rid="cn001">RT-381</contract-num>
<contract-sponsor id="cn001">Construction Industry Institute, University of Texas at Austin<named-content content-type="fundref-id">10.13039/100019947</named-content>
</contract-sponsor>
<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>Capital projects organizations can be defined as project-based organizations that &#x201c;involve the creation of temporary systems for the performance of projects tasks&#x201d; and carrying out their projects (<xref ref-type="bibr" rid="B164">Thiry, 2007</xref>). These organizations are spread across different industries including construction, energy, and manufacturing, where they handle complex, high-value projects such as airports, data centers, refineries, and powerplants (traditional or renewables) to either improve operating-level capabilities or create new products, services, and assets for an expected profit (<xref ref-type="bibr" rid="B151">Scott-Young and Samson, 2008</xref>; <xref ref-type="bibr" rid="B33">Caldas et al., 2015</xref>; <xref ref-type="bibr" rid="B18">Barone, 2022</xref>).</p>
<p>In recent years, capital projects have suffered from poor performance (<xref ref-type="bibr" rid="B68">Forrest et al., 2017</xref>). On average, projects require a 38% extension in schedule, cost 40% more than their original budget, and undershot target quality and repeatability by 25% (<xref ref-type="bibr" rid="B38">Chandrasekaran et al., 2021</xref>). This poor performance stems from various industry-wide issues including challenges with the workforce, productivity, stakeholder collaborations, material costs, business models, government spending, technology adoption, and traditional project delivery systems (<xref ref-type="bibr" rid="B33">Caldas et al., 2015</xref>; <xref ref-type="bibr" rid="B68">Forrest et al., 2017</xref>; <xref ref-type="bibr" rid="B45">CII RT-360, 2019</xref>; <xref ref-type="bibr" rid="B38">Chandrasekaran et al., 2021</xref>). More recently, the COVID-19 pandemic caused further disruptions in capital projects as it accelerated the capital project industry&#x2019;s push toward digitization and sustainability (<xref ref-type="bibr" rid="B131">Orze&#x142; and Wolniak, 2022</xref>).</p>
<p>Consequently, the poor performance of capital projects, the industry-wide challenges, and the coronavirus impact have placed greater emphasis on organizational change within the capital projects industry and the need for construction organizations to successfully navigate the changing environment (<xref ref-type="bibr" rid="B46">CII RT-381, 2022</xref>). Organizational change can be defined as an alternation of a core aspect of an organization&#x2019;s operation, structure, or culture, which transforms the organization from a current state to a desired future state (<xref ref-type="bibr" rid="B142">Quattrone and Hopper, 2001</xref>; <xref ref-type="bibr" rid="B159">Stobierski, 2020</xref>). The need for change is well recognized by capital project organizations with around 75% of senior executives and top decision-makers acknowledging a fundamental necessity to rethink the <italic>status quo</italic> (<xref ref-type="bibr" rid="B38">Chandrasekaran et al., 2021</xref>).</p>
<p>As such, studying organizational change for capital project organizations becomes crucial, as it provides leaders with the insights needed to learn, grow, and survive changing environments (<xref ref-type="bibr" rid="B159">Stobierski, 2020</xref>). This is especially important as global capital spending is expected to reach $130 trillion by 2027 notably to decarbonize and renew critical infrastructure (<xref ref-type="bibr" rid="B71">Fuchs et al., 2022</xref>). Researchers argue that only organizations with proper change strategies, structures, processes, and technologies can undergo a smooth and efficient change effort, and as a result, reduce resource utilization, adapt to shifting market trends, and maintain their competitiveness (<xref ref-type="bibr" rid="B32">Burnes and Jackson, 2011</xref>; <xref ref-type="bibr" rid="B31">Burke, 2018</xref>; <xref ref-type="bibr" rid="B64">Errida and Lotfi, 2021</xref>). In fact, it is commonly known that change efforts have a 30% success rate, a percentage that has both been ascertained and debunked over the years (<xref ref-type="bibr" rid="B95">Hughes, 2011</xref>; <xref ref-type="bibr" rid="B166">Tobias, 2015</xref>; <xref ref-type="bibr" rid="B91">Heracleous and Bartunek, 2021</xref>). Whether this percentage overestimates or underestimates the reality of change efforts for the capital projects industry, the success rate will increase when the organization properly understands the factors that affect the changing environment and drive its change efforts (<xref ref-type="bibr" rid="B97">Isaksson et al., 2011</xref>).</p>
<sec id="s1-1">
<title>1.1 Point of departure</title>
<p>Factors that drive organizational change can be &#x201c;internal&#x201d; and stem from within the organization, or &#x201c;external&#x201d; and are driven by outside forces that affect an organization&#x2019;s operations (<xref ref-type="bibr" rid="B83">Hartzell, 2021</xref>). Several studies on organizational change in the capital projects industry discussed change types and presented case studies such as alternative project delivery methods, new workflow implementations, the application of various technological tools, new safety programs, or knowledge transfer (<xref ref-type="bibr" rid="B76">Gerdin et al., 2010</xref>; <xref ref-type="bibr" rid="B33">Caldas et al., 2015</xref>; <xref ref-type="bibr" rid="B174">VardiReddy, 2017</xref>). However, studies did not explore the internal and external factors that may lead capital project organizations into undergoing such change efforts (<xref ref-type="bibr" rid="B61">El Jazzar, 2022</xref>). While internal factors can be unique to every organization depending on its structure and function, external factors are more global and common across most organizations within the industry. As such, this paper will address the gap by identifying and investigating the external factors that are driving change in the capital projects industry. Understanding such factors can allow organizations to anticipate and adapt to change in their industry and marketplace, identify opportunities and threats that can impact operations, make informed decisions and take proactive measures to stay ahead of competitors, and maintain a solid reputation and strong relationships with stakeholders (<xref ref-type="bibr" rid="B169">Tripathi and Jha, 2018</xref>; <xref ref-type="bibr" rid="B113">Maali et al., 2020</xref>; <xref ref-type="bibr" rid="B137">Pfn&#xfc;r and Wagner, 2020</xref>).</p>
</sec>
<sec id="s1-2">
<title>1.2 Research objectives</title>
<p>To address the gaps in the literature, this paper answers two major research questions.<list list-type="simple">
<list-item>
<p>&#x2022; What are the external factors that drive change for capital project organizations?</p>
</list-item>
<list-item>
<p>&#x2022; Are capital projects with different age maturity and type of work impacted differently by the identified factors?</p>
</list-item>
</list>
</p>
<p>As such, the main objectives of this paper are to.<list list-type="simple">
<list-item>
<p>&#x2022; Identify the external factors driving organizational change in the capital projects industry.</p>
</list-item>
<list-item>
<p>&#x2022; Investigate if capital project organizations with different age maturity (i.e., years of experience) and type of work (i.e., type of experience) are impacted by the same external factors.</p>
</list-item>
</list>
</p>
<p>To achieve the desired objectives, the study utilized the political, economic, social, technological, environmental, and legal (PESTEL) framework. The PESTEL framework is commonly used in studies that investigate the external factors that drive or pressure organizations to implement changes (<xref ref-type="bibr" rid="B165">Tijani et al., 2022</xref>). The framework has proven successful in analyzing the macro-business environment that is external to the firm, as it allows organizations to understand the underlying characteristics that are not within their control (<xref ref-type="bibr" rid="B105">Lamas Leite et al., 2017</xref>; <xref ref-type="bibr" rid="B179">Wei et al., 2019</xref>).</p>
</sec>
</sec>
<sec id="s2">
<title>2 Research methodology</title>
<p>A mixed four-step research methodology was adopted in this study. First, a comprehensive literature review was performed to identify the PESTEL factors that drive change for capital project organizations. The review included academic publications like journal articles, conference proceedings, and book chapters, as well as annual reports and industry findings published by capital project organizations, consultants, and government entities (<xref ref-type="table" rid="T1">Table 1</xref>). Such a comprehensive review is a common approach for PESTEL related-studies in the industry (<xref ref-type="bibr" rid="B106">Lau et al., 2019</xref>; <xref ref-type="bibr" rid="B171">Turkyilmaz et al., 2019</xref>; <xref ref-type="bibr" rid="B52">Dalirazar and Sabzi, 2023</xref>). A total of 25 factors were identified and shared with a group of 14 subject matter experts for validation. The validation process resulted in 22 factors (<xref ref-type="table" rid="T3">Table 3</xref>), where some original factors were joined together, edited, or dropped. Every factor was redefined and explained in the context of literature and then shared in an online survey with capital project organizations. A survey was then designed to investigate the driving factors, where respondents were asked to select the factors that drive their organizational change initiatives. Two demographic variables were collected as well to describe the organization&#x2019;s experience (<xref ref-type="table" rid="T2">Table 2</xref>): the organization&#x2019;s total years of experience (contemporary&#x2013;transitional&#x2013;legacy), as well as the type of work that they perform (owner&#x2013;contractor&#x2013;service provider). Finally, statistical analysis was employed to analyze the collected data and address the two objectives.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Identified references for the PESTEL factors.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">PESTEL</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Political</td>
<td align="left">
<xref ref-type="bibr" rid="B136">Petrovic-Lazarevic (2008)</xref>; <xref ref-type="bibr" rid="B130">Oparin et al. (2016)</xref>; <xref ref-type="bibr" rid="B111">Loosemore and Lim (2017)</xref>; <xref ref-type="bibr" rid="B173">UNEP (2017)</xref>; <xref ref-type="bibr" rid="B112">Loosemore and Lim (2018)</xref>; <xref ref-type="bibr" rid="B178">Walsh (2018)</xref>; <xref ref-type="bibr" rid="B183">Xia et al. (2018)</xref>; <xref ref-type="bibr" rid="B146">Regan (2019)</xref>; <xref ref-type="bibr" rid="B27">Bou Hatoum, Faisal, et al. (2021a)</xref>; <xref ref-type="bibr" rid="B110">Lim et al. (2021)</xref>; <xref ref-type="bibr" rid="B139">Phillips (2021)</xref>; <xref ref-type="bibr" rid="B145">Regan (2021)</xref>; <xref ref-type="bibr" rid="B155">Smith Schafer (2021)</xref>; <xref ref-type="bibr" rid="B28">Bou Hatoum, Nassereddine, et al. (2021b)</xref>; <xref ref-type="bibr" rid="B132">Pamidimukkala and Kermanshachi (2022)</xref>; <xref ref-type="bibr" rid="B138">Phillips (2022)</xref>
</td>
</tr>
<tr>
<td align="left">Economic</td>
<td align="left">
<xref ref-type="bibr" rid="B79">Gunhan and Arditi (2005)</xref>; <xref ref-type="bibr" rid="B109">Lewis (2007)</xref>; <xref ref-type="bibr" rid="B55">Darwish et al. (2012)</xref>; <xref ref-type="bibr" rid="B182">Winters (2014)</xref>; <xref ref-type="bibr" rid="B56">De Groote and Lefever (2016)</xref>; <xref ref-type="bibr" rid="B10">Aramburu (2019)</xref>; <xref ref-type="bibr" rid="B17">Auberger et al. (2020)</xref>; <xref ref-type="bibr" rid="B120">Mew (2020)</xref>; <xref ref-type="bibr" rid="B147">Ribeirinho et al. (2020)</xref>; <xref ref-type="bibr" rid="B162">Tetteh et al. (2020)</xref>; <xref ref-type="bibr" rid="B163">The Economist Intelligence Unit (2020)</xref>; <xref ref-type="bibr" rid="B58">Deloitte (2021b)</xref>; <xref ref-type="bibr" rid="B96">Huthwaite and Ward (2022)</xref>; <xref ref-type="bibr" rid="B185">Yoon and Pishdad-Bozorgi (2022)</xref>
</td>
</tr>
<tr>
<td align="left">Social</td>
<td align="left">
<xref ref-type="bibr" rid="B49">Cooper et al. (2002)</xref>; <xref ref-type="bibr" rid="B181">Winston (2002)</xref>; <xref ref-type="bibr" rid="B121">Moodley et al. (2008)</xref>; <xref ref-type="bibr" rid="B176">Vennstr&#xf6;m (2008)</xref>; <xref ref-type="bibr" rid="B42">Chong and Chen (2010)</xref>; <xref ref-type="bibr" rid="B158">Spence (2011)</xref>; <xref ref-type="bibr" rid="B150">Schwatka et al. (2012)</xref>; <xref ref-type="bibr" rid="B126">Mohd Nawi, Mohd Nasrun et al. (2014)</xref>; <xref ref-type="bibr" rid="B118">Merriman and Valerio (2016)</xref>; <xref ref-type="bibr" rid="B153">SHRM (2016)</xref>; <xref ref-type="bibr" rid="B167">Tortajada (2016)</xref>; <xref ref-type="bibr" rid="B4">Ainsworth (2017)</xref>; <xref ref-type="bibr" rid="B143">Quint (2017)</xref>; <xref ref-type="bibr" rid="B90">Haupt and Harinarain (2017)</xref>; <xref ref-type="bibr" rid="B60">Dworak and De Villiers (2018)</xref>; <xref ref-type="bibr" rid="B184">Yang and Manoosingh (2018)</xref>; <xref ref-type="bibr" rid="B184">Yang and Manoosingh (2018)</xref>; <xref ref-type="bibr" rid="B40">Chengjie (2019)</xref>; <xref ref-type="bibr" rid="B81">Hamid and Tutt (2019)</xref>; <xref ref-type="bibr" rid="B156">Sokas et al. (2019)</xref>; <xref ref-type="bibr" rid="B34">Caminiti (2020)</xref>; <xref ref-type="bibr" rid="B37">Ceesay (2020)</xref>; <xref ref-type="bibr" rid="B59">Dickey et al. (2020)</xref>; <xref ref-type="bibr" rid="B63">Ernst and Young (2020)</xref>; <xref ref-type="bibr" rid="B75">Gallagher (2020)</xref>; <xref ref-type="bibr" rid="B24">BLS (2021)</xref>; <xref ref-type="bibr" rid="B74">Gabrielova and Buchko (2021)</xref>; <xref ref-type="bibr" rid="B134">Peng and Chan (2021)</xref>; <xref ref-type="bibr" rid="B152">Sethi and Goodman (2021)</xref>; <xref ref-type="bibr" rid="B154">Skanska (2021)</xref>; <xref ref-type="bibr" rid="B3">AGC (2022)</xref>; <xref ref-type="bibr" rid="B20">Bechtel (2022)</xref>; <xref ref-type="bibr" rid="B84">Hatoum et al. (2022)</xref>
</td>
</tr>
<tr>
<td align="left">Technological</td>
<td align="left">
<xref ref-type="bibr" rid="B148">Rose and Manley (2012)</xref>; <xref ref-type="bibr" rid="B124">Nagy et al. (2014)</xref>; <xref ref-type="bibr" rid="B23">Bilal et al. (2016)</xref>; <xref ref-type="bibr" rid="B175">Vazquez et al. (2016)</xref>; <xref ref-type="bibr" rid="B30">Breugel (2017)</xref>; <xref ref-type="bibr" rid="B188">Zou et al. (2017)</xref>; <xref ref-type="bibr" rid="B72">Fuchs et al. (2018)</xref>; <xref ref-type="bibr" rid="B22">Bertram et al. (2019)</xref>; <xref ref-type="bibr" rid="B26">Boomen et al. (2019)</xref>; <xref ref-type="bibr" rid="B115">Markets and Markets (2019)</xref>; <xref ref-type="bibr" rid="B104">Kusimo et al. (2019)</xref>; <xref ref-type="bibr" rid="B54">Darko et al. (2020)</xref>; <xref ref-type="bibr" rid="B80">Hall et al. (2020)</xref>; <xref ref-type="bibr" rid="B82">Hao et al. (2020)</xref>; <xref ref-type="bibr" rid="B94">Hossain et al. (2020a)</xref>; <xref ref-type="bibr" rid="B99">Jansen van Vuuren and Middleton (2020)</xref>; <xref ref-type="bibr" rid="B62">El-Sayegh et al. (2020)</xref>; <xref ref-type="bibr" rid="B29">Bou Hatoum et al. (2020)</xref>; <xref ref-type="bibr" rid="B9">Arabshahi (2021)</xref>; <xref ref-type="bibr" rid="B12">ASCE and EBP (2021)</xref>; <xref ref-type="bibr" rid="B35">Carson (2021)</xref>; <xref ref-type="bibr" rid="B186">Yousif et al. (2021)</xref>; <xref ref-type="bibr" rid="B6">Ammar et al. (2022)</xref>; <xref ref-type="bibr" rid="B15">Assaad et al. (2022)</xref>; <xref ref-type="bibr" rid="B88">Hatoum and Nassereddine (2022b)</xref>; <xref ref-type="bibr" rid="B107">Lawrence (2022)</xref>; <xref ref-type="bibr" rid="B89">Hatoum and Nassereddine (2022a)</xref>; <xref ref-type="bibr" rid="B5">Ammar et al. (2023)</xref>; <xref ref-type="bibr" rid="B16">Atuahene et al. (2023)</xref>; <xref ref-type="bibr" rid="B85">Hatoum, Ammar, et al. (2023a)</xref>; <xref ref-type="bibr" rid="B172">Umar (2021)</xref>
</td>
</tr>
<tr>
<td align="left">Environmental</td>
<td align="left">
<xref ref-type="bibr" rid="B92">Hong et al. (2011)</xref>; <xref ref-type="bibr" rid="B50">Dadhich et al. (2015)</xref>; <xref ref-type="bibr" rid="B122">Murtagh et al. (2016)</xref>; <xref ref-type="bibr" rid="B180">Agung Wibowo et al. (2018)</xref>; <xref ref-type="bibr" rid="B8">Anupoju (2020)</xref>; <xref ref-type="bibr" rid="B21">Benachio et al. (2020)</xref>; <xref ref-type="bibr" rid="B65">European Commission (2020)</xref>; <xref ref-type="bibr" rid="B93">Hossain et al. (2020b)</xref>; <xref ref-type="bibr" rid="B108">Lebling et al. (2020)</xref>; <xref ref-type="bibr" rid="B36">CDP (2021)</xref>; <xref ref-type="bibr" rid="B78">Guettler (2021)</xref>; <xref ref-type="bibr" rid="B1">Abdelshafy and Walther (2022)</xref>; <xref ref-type="bibr" rid="B7">Andersson and Buser (2022)</xref>; <xref ref-type="bibr" rid="B47">Climate Action 100&#x2b; (2022)</xref>; <xref ref-type="bibr" rid="B71">Fuchs et al. (2022)</xref>; <xref ref-type="bibr" rid="B100">Jensen et al. (2022)</xref>; <xref ref-type="bibr" rid="B101">Jowkar et al. (2022)</xref>; <xref ref-type="bibr" rid="B140">Pourmokhtarian et al. (2022)</xref>; <xref ref-type="bibr" rid="B39">Chen et al. (2023)</xref>
</td>
</tr>
<tr>
<td align="left">Legal</td>
<td align="left">
<xref ref-type="bibr" rid="B116">Matthews and Howell (2005)</xref>; <xref ref-type="bibr" rid="B13">Asmar et al. (2013)</xref>; <xref ref-type="bibr" rid="B117">McKay (2015)</xref>; <xref ref-type="bibr" rid="B69">Franz and Leicht (2016)</xref>; <xref ref-type="bibr" rid="B119">Mesa et al. (2016)</xref>; <xref ref-type="bibr" rid="B141">Prabhu (2017)</xref>; <xref ref-type="bibr" rid="B127">Nyquist (2018)</xref>; <xref ref-type="bibr" rid="B44">CII RT-341 (2019)</xref>; <xref ref-type="bibr" rid="B53">Dargham et al. (2019)</xref>; <xref ref-type="bibr" rid="B67">FHWA (2022)</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Distribution of survey responses.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Demographic variable</th>
<th align="left">Categories</th>
<th align="center">Frequency</th>
<th align="center">Frequency (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="left">Years of Experience</td>
<td align="left">Contemporary (11&#x2013;25 years)</td>
<td align="center">7</td>
<td align="center">11.48</td>
</tr>
<tr>
<td align="left">Transitional (25&#x2013;50 years)</td>
<td align="center">12</td>
<td align="center">19.67</td>
</tr>
<tr>
<td align="left">Legacy (50&#x2b; years)</td>
<td align="center">38</td>
<td align="center">62.29</td>
</tr>
<tr>
<td align="left">Unspecified</td>
<td align="center">4</td>
<td align="center">6.56</td>
</tr>
<tr>
<td rowspan="4" align="left">Types of Experience</td>
<td align="left">Owner</td>
<td align="center">30</td>
<td align="center">49.18</td>
</tr>
<tr>
<td align="left">Contractor</td>
<td align="center">18</td>
<td align="center">29.51</td>
</tr>
<tr>
<td align="left">Service Provider</td>
<td align="center">9</td>
<td align="center">14.75</td>
</tr>
<tr>
<td align="left">Unspecified</td>
<td align="center">4</td>
<td align="center">6.56</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s2-1">
<title>2.1 Selection of expert panel</title>
<p>The Construction Industry Institute (CII) commissioned a research team to investigate organizational change management within the capital project industry and appointed a task force of 14 subject matter experts (SMEs) to support the research team. The subject matter experts (SMEs) represented owners (5 SMEs), contractors (2 SMEs), service providers (5 SMEs), and academics (2 SMEs). The group had on average 15.5 years of experience in the construction industry and each expert has been through at least one organizational change at their organization in the last 5&#xa0;years and had great visibility into the process. In general, the number of participants in expert panels varies between 3 and 15, making 10 an acceptable representation (<xref ref-type="bibr" rid="B128">Ogbeifun et al., 2016</xref>; <xref ref-type="bibr" rid="B114">Mansour et al., 2022</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Survey sample</title>
<p>The online survey was first pilot tested with the subject matter experts and then distributed via Qualtrics using the snowball sampling technique. The technique depends on referrals, and it is a common approach to gathering data from a targeted population (<xref ref-type="bibr" rid="B123">Naderifar et al., 2017</xref>). The snowball technique was used in various change-related construction studies because it is a time-saving, efficient, and suitable method to reach targeted participants that are difficult to access (<xref ref-type="bibr" rid="B66">Eze et al., 2021</xref>; <xref ref-type="bibr" rid="B77">Gerlak et al., 2021</xref>; <xref ref-type="bibr" rid="B102">Justina et al., 2022</xref>; <xref ref-type="bibr" rid="B114">Mansour et al., 2022</xref>; <xref ref-type="bibr" rid="B129">Omar et al., 2022</xref>).</p>
<p>In this study, the targeted population was individuals involved in organizational change initiatives within capital project organizations. The survey was distributed through CII to their members. Additionally, the panel of subject matter experts was asked to promote the survey and share it on their social media accounts to reach a broader audience. The survey asked respondents to verify that their organization has undergone change efforts in the past 5&#xa0;years, the change affected the capital projects division of their organization, and that the respondents had great visibility into its process (e.g., how it was conceived and how it was executed). A total of 159 responses were received, out of which 61 responses were complete for analysis (around 38%). The distribution of responses (<xref ref-type="table" rid="T2">Table 2</xref>) shows that a range of organizations was represented in the data sample. The &#x201c;unspecified&#x201d; data points were excluded from the analysis.</p>
</sec>
<sec id="s2-3">
<title>2.3 Methods of analysis</title>
<p>To investigate the PESTEL factors and understand how they vary between organizations, survey results were used to compute six matrices: a matrix for contemporary organizations, a matrix for transitional organizations, a matrix for legacy organizations, a matrix for owners, a matrix for contractors, and a matrix for service providers. The matrices were then used to compute a normalized score for every factor. The normalized scores can standardize and streamline comparisons across demographic groups, and to that end provide valuable insights regarding the analyzed factors (<xref ref-type="bibr" rid="B14">Assaad and El-adaway, 2020</xref>).</p>
<sec id="s2-3-1">
<title>2.3.1 Computing the matrices</title>
<p>Each matrix was computed in three steps as shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The first step involved forming an &#x201c;Applicable/Not Applicable&#x201d; matrix where every column represented a factor f), and every row represented a response r). The maximum number of factors F) was F &#x3d; 22, and the maximum number of responses R) was R &#x3d; 61. The response for every factor was &#x201c;Applicable&#x201d; if the survey respondent selected the factor, or &#x201c;Not Applicable&#x201d; if the survey respondent did not select the factor. For example, Response 3) shows &#x201c;Applicable&#x201d; for Factor 2), Factor 3), and the very last Factor (22) (i.e., Factor F)), while it shows &#x201c;Not Applicable&#x201d; for Factor 1). This indicates that the survey respondent who answered Response 3) selected Factors 2, 3, and 22 as factors that are driving the change efforts in their organization but did not select Factor 1. The next step involved forming an (FxR) matrix where &#x201c;Applicable&#x201d; values were changed to 1, and &#x201c;Not Applicable&#x201d; values were changed to 0. The matrix was then transposed to an (RxF) matrix where the columns reference responses and the rows reference factors.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Computation of the matrices.</p>
</caption>
<graphic xlink:href="fbuil-09-1207564-g001.tif"/>
</fig>
</sec>
<sec id="s2-3-2">
<title>2.3.2 Calculating the scores</title>
<p>After forming the (RxF) matrix, every factor received a score by adding all the cells for every row using Eq <xref ref-type="disp-formula" rid="e1">1</xref>. Then a normalized score was calculated for every factor by dividing the score of the factor by the maximum score among all factors inside the matrix using Eq <xref ref-type="disp-formula" rid="e2">2</xref>. The normalized score was calculated to standardize the comparisons between factors and ensure accurate comparisons and reliable conclusions when comparing the three matrices for the years of experience matrices (Contemporary&#x2013;transitional&#x2013;legacy) and comparing between the three matrices for the types of experience (owner&#x2013;contractor&#x2013;service provider). The calculation process is illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>.<disp-formula id="e1">
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<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Calculation of scores.</p>
</caption>
<graphic xlink:href="fbuil-09-1207564-g002.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s3">
<title>3 Identification of the external factors driving change</title>
<p>As discussed in the research methodology, the total number of external drivers resulting from the panel validation process was 22 PESTEL factors as presented in <xref ref-type="table" rid="T3">Table 3</xref>. Each of the factors is explained below.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Identified PESTEL factors.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Code</th>
<th align="left">PESTEL</th>
<th align="left">Driver</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">PL1</td>
<td align="left">Political</td>
<td align="left">Streamlined tax and trade policies from the government</td>
</tr>
<tr>
<td align="left">PL2</td>
<td align="left">Political</td>
<td align="left">Greater awareness and support for human rights</td>
</tr>
<tr>
<td align="left">PL3</td>
<td align="left">Political</td>
<td align="left">Strengthened union activities for worker representation</td>
</tr>
<tr>
<td align="left">EC1</td>
<td align="left">Economic</td>
<td align="left">Globalization of markets and heightened competition driving growth</td>
</tr>
<tr>
<td align="left">EC2</td>
<td align="left">Economic</td>
<td align="left">Increased regionalization and more localized opportunities</td>
</tr>
<tr>
<td align="left">EC3</td>
<td align="left">Economic</td>
<td align="left">Diversified construction value chain with participation from non-construction actors</td>
</tr>
<tr>
<td align="left">SC1</td>
<td align="left">Social</td>
<td align="left">Aging workforce and the rising threat of knowledge loss</td>
</tr>
<tr>
<td align="left">SC2</td>
<td align="left">Social</td>
<td align="left">Inclusive workplace policies promoting equity, diversity, and inclusion</td>
</tr>
<tr>
<td align="left">SC3</td>
<td align="left">Social</td>
<td align="left">Evolving customer needs and preferences shaping industry trends</td>
</tr>
<tr>
<td align="left">SC4</td>
<td align="left">Social</td>
<td align="left">Pressure from non-governmental organizations driving social responsibility</td>
</tr>
<tr>
<td align="left">SC5</td>
<td align="left">Social</td>
<td align="left">Reduced flow of younger workers in the workforce</td>
</tr>
<tr>
<td align="left">TN1</td>
<td align="left">Technological</td>
<td align="left">Opportunity for modernizing and revitalizing aging infrastructure</td>
</tr>
<tr>
<td align="left">TN2</td>
<td align="left">Technological</td>
<td align="left">Powerful data analytics tools for informed decision-making</td>
</tr>
<tr>
<td align="left">TN3</td>
<td align="left">Technological</td>
<td align="left">Increase in off-site construction for faster and more efficient project completion</td>
</tr>
<tr>
<td align="left">TN4</td>
<td align="left">Technological</td>
<td align="left">Cutting-edge new and first-of-a-kind technologies enhancing project and industry outcomes</td>
</tr>
<tr>
<td align="left">TN5</td>
<td align="left">Technological</td>
<td align="left">3D Printing enabling intricate and customized designs</td>
</tr>
<tr>
<td align="left">EV1</td>
<td align="left">Environmental</td>
<td align="left">Pressure from environmentally conscious owners and investors</td>
</tr>
<tr>
<td align="left">EV2</td>
<td align="left">Environmental</td>
<td align="left">Increasing legislation for resource efficiency and waste reduction</td>
</tr>
<tr>
<td align="left">EV3</td>
<td align="left">Environmental</td>
<td align="left">Progressive regulations for reducing greenhouse gas emissions</td>
</tr>
<tr>
<td align="left">EV4</td>
<td align="left">Environmental</td>
<td align="left">Trend toward renovation projects</td>
</tr>
<tr>
<td align="left">LG1</td>
<td align="left">Legal</td>
<td align="left">New collaborative delivery systems for efficient project management</td>
</tr>
<tr>
<td align="left">LG2</td>
<td align="left">Legal</td>
<td align="left">Innovative project development models for improved business outcomes</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s3-1">
<title>3.1 Political factors</title>
<p>The political factors are mostly associated with government rules and laws that regulate organizations and the way they conduct their business (<xref ref-type="bibr" rid="B98">Issa et al., 2010</xref>). Examples of political factors include government arrangements, labor law, natural laws, and policies for corporate taxation (<xref ref-type="bibr" rid="B170">Turk, 2021</xref>; <xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). This study identified three political drivers related to union activities, taxation and trading, and human rights.</p>
<sec id="s3-1-1">
<title>3.1.1 Streamlined tax and trade policies from the government</title>
<p>Changes in domestic and international trade policies, such as the wave of tariffs that recent US administrations imposed on importing materials like steel, aluminum, and lumber, can have indirect and unintended consequences on industries including construction (<xref ref-type="bibr" rid="B146">Regan, 2019</xref>; <xref ref-type="bibr" rid="B145">2021</xref>). Examples of such consequences include an increase in material costs that the buyer of imported material needs to pay, volatility in pricing which negatively impacts project contracts and budgets, delays in receiving material as processing time at ports of entry become longer and thus delaying project schedules, and disruption of the supply chain when looking to new vendors for lower prices and changing projects&#x2019; types of material to lower costs (<xref ref-type="bibr" rid="B155">SmithSchafer, 2021</xref>). Such consequences worsen project cost estimation for an industry that already struggles with cost estimation, budgeting, and overruns (<xref ref-type="bibr" rid="B130">Oparin et al., 2016</xref>; <xref ref-type="bibr" rid="B28">Bou Hatoum et al., 2021b</xref>).</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Greater awareness and support for human rights</title>
<p>Workers in capital projects notably those in construction are highly susceptible to fatal hazards, excessive work hours, heavy workloads, and mental health problems like depression and anxiety (<xref ref-type="bibr" rid="B27">Bou Hatoum et al., 2021a</xref>; <xref ref-type="bibr" rid="B132">Pamidimukkala and Kermanshachi, 2022</xref>). Moreover, various human rights violations are being documented in major capital projects such as mistreatment and discrimination against migrant workers, forced resettlement of communities, and negative environmental impacts including noise emissions, waste, and pollution (<xref ref-type="bibr" rid="B173">UNEP, 2017</xref>). Such ongoing problems have enhanced government efforts to structure corporate governance and created political establishments that are pushing organizations for accountability, transparency, and development of corporate social responsibility (CSR) (<xref ref-type="bibr" rid="B136">Petrovic-Lazarevic, 2008</xref>; <xref ref-type="bibr" rid="B183">Xia et al., 2018</xref>; <xref ref-type="bibr" rid="B110">Lim et al., 2021</xref>). Through CSR organizations can develop multiple strategies with a notable focus on critical issues such as safety, health, welfare, ethics, discrimination, harassment, bullying, racism, sexism, ageism, and corruption (<xref ref-type="bibr" rid="B111">Loosemore and Lim, 2017</xref>; <xref ref-type="bibr" rid="B112">2018</xref>).</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Strengthened union activities for worker representation</title>
<p>Labor unions play a critical role in providing workers with job security, proper compensation and benefits, appropriate training, and fair treatment in the workplace (<xref ref-type="bibr" rid="B178">Walsh, 2018</xref>). The labor-intensive nature of the capital projects industry provides unique labor forces for union representations such as laborers, electricians, and steel workers (<xref ref-type="bibr" rid="B178">Walsh, 2018</xref>). Recently, the general public&#x2019;s approval of labor unions is at its highest since the 1960s, notably after the COVID-19 pandemic were more non-union workers lost their jobs compared to union workers (<xref ref-type="bibr" rid="B138">Phillips, 2022</xref>). This is accompanied by reintroducing legislation such as the &#x201c;Protecting the Right to Organize Act&#x201d; (PRO Act) that redefines the terms &#x201c;employers&#x201d; and &#x201c;employees&#x201d;, protects workers who are seeking to form a union from firing, and increases the government&#x2019;s legislative power to penalize employers who violate workers&#x2019; rights (<xref ref-type="bibr" rid="B139">Phillips, 2021</xref>). One of the effects of the PRO Act on capital projects is that independent contractors would qualify for union representation and their unique status while working on construction projects would make contractors more liable and responsible for them (<xref ref-type="bibr" rid="B139">Phillips, 2021</xref>).</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Economic factors</title>
<p>The economic factors relate to the broader economy and impact organizations&#x2019; profitability and the overall attractiveness of a market or an industry (<xref ref-type="bibr" rid="B149">Sammut-Bonnici and Galea, 2014</xref>; <xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). Such factors can have a financial nature and are easily quantifiable for modeling and analysis, while others are more economic with a qualitative nature (<xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). This study identified three economic factors including globalization, regionalization, and new actors entering the supply chain.</p>
<sec id="s3-2-1">
<title>3.2.1 Globalization of markets and heightened competition driving growth</title>
<p>Globalization is one of the most important dimensions of the economy in the 21st century, where most industries experience high capital mobility with trillions of dollars moving around the world each day (<xref ref-type="bibr" rid="B182">Winters, 2014</xref>). The capital projects industry is no stranger to globalization, as capital projects can be considered an &#x201c;engine of growth&#x201d; in many countries due to their size, contribution to economies, strong industrial linkages, and service-oriented nature (<xref ref-type="bibr" rid="B109">Lewis, 2007</xref>; <xref ref-type="bibr" rid="B162">Tetteh et al., 2020</xref>). Capital projects organizations can take advantage of the opportunities offered by the global economy and expand their business into international markets for several reasons including stagnant domestic markets, spreading risk through diversification into new markets, competitive use of resources, and finding opportunities in emerging countries with population growth and greater urbanization and concentration in megacities (<xref ref-type="bibr" rid="B79">Gunhan and Arditi, 2005</xref>; <xref ref-type="bibr" rid="B58">Deloitte, 2021b</xref>). While globalization increases access to other markets, it also increases direct competition with multi-billion dollar companies (<xref ref-type="bibr" rid="B55">Darwish et al., 2012</xref>). To face competition, organizations need to be proactive by using reliable project management capabilities and committed resources, building strong networks to improve their supply chain, investing in the latest innovative technologies and start-ups, ensuring compliance with regulations, and promoting sustainability practices (<xref ref-type="bibr" rid="B79">Gunhan and Arditi, 2005</xref>; <xref ref-type="bibr" rid="B58">Deloitte, 2021b</xref>).</p>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Increased regionalization and more localized opportunities</title>
<p>The world&#x2019;s supply chain is unpredictable as it can always be subjected to major disruptions, especially with recent major events such as the COVID-19 pandemic, the US-China trade war, Brexit, and armed or military conflicts (<xref ref-type="bibr" rid="B17">Auberger et al., 2020</xref>; <xref ref-type="bibr" rid="B96">Huthwaite and Ward, 2022</xref>). Such disruptions have had a major effect on the sourcing of materials including for capital projects, where organizations are rethinking their dependencies on certain international markets and searching for regionalized supply chains that allow them to keep inventories close to their areas of operations (<xref ref-type="bibr" rid="B96">Huthwaite and Ward, 2022</xref>). For example, the US construction industry procures around 30% of its construction materials from China, and this percentage can go up to 80% for some US firms (<xref ref-type="bibr" rid="B120">Mew, 2020</xref>). Because of the COVID-19 pandemic, and in light of the reduced workforce, backup orders from suppliers, elongated lead times, and delays in shipping ports, the construction material availability wildly reduced resulting in aggressive purchasing patterns and spikes in national prices for materials like copper, aluminum, and casework (<xref ref-type="bibr" rid="B120">Mew, 2020</xref>). Given such major disruptions that could result from an event like the global pandemic, industries are considering regionalization as an alternative to the current model (<xref ref-type="bibr" rid="B163">The Economist Intelligence Unit, 2020</xref>). Successful regionalization efforts require capital project organizations to become more customer-centric, optimize the sourcing/distribution footprint, understand the multimodal models of transit, digitize business models, and strengthen risk mitigation (<xref ref-type="bibr" rid="B17">Auberger et al., 2020</xref>; <xref ref-type="bibr" rid="B163">The Economist Intelligence Unit, 2020</xref>).</p>
</sec>
<sec id="s3-2-3">
<title>3.2.3 Diversified construction value chain with participation from non-construction actors</title>
<p>The technological innovations and the market shifts towards green practices and analytics have introduced non-construction players into the construction industry&#x2019;s supply chain (<xref ref-type="bibr" rid="B147">Ribeirinho et al., 2020</xref>; <xref ref-type="bibr" rid="B185">Yoon and Pishdad-Bozorgi, 2022</xref>). Examples of such players include suppliers that mass produce standardized and customized modular components, software vendors, IT service providers, data aggregators, energy and Information and Communications Technologies (IVT), and utility companies (<xref ref-type="bibr" rid="B56">De Groote and Lefever, 2016</xref>; <xref ref-type="bibr" rid="B10">Aramburu, 2019</xref>; <xref ref-type="bibr" rid="B162">Tetteh et al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Social factors</title>
<p>The social factors can refer to the factors that represent the &#x201c;human and social characteristics, norms, customs, and values&#x201d; of the people that concern the organization&#x2019;s business such as the staff, partners, and customers (<xref ref-type="bibr" rid="B170">Turk, 2021</xref>). Social factors can have an outsized impact on organizations and industries, especially when shaping project performance, influencing the workforce attitude, collaborating with local communities, and targeting customers or constituents (<xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>; <xref ref-type="bibr" rid="B165">Tijani et al., 2022</xref>). This study identified five social factors including an aging workforce, changes in customer needs, Equity-Diversity-Inclusion efforts, pressure from non-governmental organizations, and reduced flow of young workers.</p>
<sec id="s3-3-1">
<title>3.3.1 Aging workforce and the rising threat of knowledge loss</title>
<p>The aging workforce is a critical demographic factor that is adding pressure to the capital projects industry. For example, according to the latest statistics of the Bureau of Labor Statistics (BLS), nearly 43% of the total workforce in the construction industry in the U.S. are above 44 years old, and the median age of the construction workforce is 42.3 (<xref ref-type="bibr" rid="B24">BLS, 2021</xref>). The delayed retirement of the aging workforce is mostly attributed to economic needs (<xref ref-type="bibr" rid="B156">Sokas et al., 2019</xref>). While research has shown that the aging workforce has caused a decrease in productivity in manufacturing and Information and Communications Technology (ICT) businesses, a different trend is observed for the capital project industry (<xref ref-type="bibr" rid="B40">Chengjie, 2019</xref>). For capital projects, older construction workers are a valuable source of knowledge and expertise which are a necessity in a complex industry, and retaining skilled workers is crucial for the success of capital projects as well as ensuring knowledge transfer to younger inexperienced workers (<xref ref-type="bibr" rid="B184">Yang and Manoosingh, 2018</xref>). However, the aging workforce poses two major challenges to the capital projects industry. The first challenge is a health concern where the older workforce is likely to get severely ill/injured causing frequent disruptions to operations, and the second challenge is the risk of talent deficit caused by the increasing number of older construction workers exiting the workforce for various reasons including retirement, stringent work requirements, age discrimination, lack of clear lifting limits, and the digital transformation (<xref ref-type="bibr" rid="B150">Schwatka et al., 2012</xref>; <xref ref-type="bibr" rid="B184">Yang and Manoosingh, 2018</xref>; <xref ref-type="bibr" rid="B156">Sokas et al., 2019</xref>; <xref ref-type="bibr" rid="B134">Peng and Chan, 2021</xref>). Capital project organizations have taken steps to retain the older workforce and fill the skills gap, but the approaches have been variable and fragmented across capital project organizations (<xref ref-type="bibr" rid="B59">Dickey et al., 2020</xref>). Examples of such approaches include offering flexible work hours, providing proper subsidized lodging, providing financial education and health support, creating a new strategy for recruiting older workers by revising recruitment plans, publicizing an age-diverse workforce at the organization to attract older ones, and providing better leave policies and attractive retirement plans (<xref ref-type="bibr" rid="B153">SHRM, 2016</xref>; <xref ref-type="bibr" rid="B59">Dickey et al., 2020</xref>; <xref ref-type="bibr" rid="B154">Skanska, 2021</xref>).</p>
</sec>
<sec id="s3-3-2">
<title>3.3.2 Inclusive workplace policies promoting equity, diversity, and inclusion (EDI)</title>
<p>Recent EDI surveys on capital project organizations show that the majority of organizations (around 75%) consider EDI a priority area, and several organizations (around 30%) agree that not having EDI poses a barrier to organizational growth (<xref ref-type="bibr" rid="B152">Sethi and Goodman, 2021</xref>). It is expected that by 2025, approximately three-quarters of the global workforce will be millennials, and by 2030, almost every entry-level role will be filled by Generation Z, both of which will cause a demographic change in the workforce and give rise to a new customer base (<xref ref-type="bibr" rid="B118">Merriman and Valerio, 2016</xref>; <xref ref-type="bibr" rid="B74">Gabrielova and Buchko, 2021</xref>). This younger workforce is the most diverse workforce among any generation, and it distances itself from organizations that do not promote EDI values (<xref ref-type="bibr" rid="B84">Hatoum et al., 2022</xref>). Additionally, clients are also participating in the diversity and inclusion dialogue and embracing these values as they believe they are essential for growth (<xref ref-type="bibr" rid="B118">Merriman and Valerio, 2016</xref>). In efforts to combat discrimination and improve their reputation, capital project organizations are taking steps to promote EDI by offering mandatory training courses for their employees, supporting minorities and women in STEM education by offering student scholarships, providing platforms for employees to voice opinions within the organizations, closely monitoring their employment demographics, and advising new strategies to diversify the workforce annually (<xref ref-type="bibr" rid="B154">Skanska, 2021</xref>; <xref ref-type="bibr" rid="B20">Bechtel, 2022</xref>).</p>
</sec>
<sec id="s3-3-3">
<title>3.3.3 Evolving customer needs and preferences shaping industry trends</title>
<p>Most change is driven by changes in customer behavior and demand which can have a significant impact on how organizations operate (<xref ref-type="bibr" rid="B75">Gallagher, 2020</xref>). This is especially true for the construction industry and capital projects due to the fragmented nature of the industry as well as the length of such projects that can span for years between conceptualization and commission (<xref ref-type="bibr" rid="B126">Mohd Nawi, Mohd Nasrun et al., 2014</xref>). In fact, studies showed that the variation of customer needs over the project&#x2019;s lifecycle, which can be referred to as &#x201c;dynamic customer requirement&#x201d;, contributes to uncertainty in the project&#x2019;s success, and makes changing customer requirements a global factor that should be considered cross-functionally across all stakeholders (<xref ref-type="bibr" rid="B42">Chong and Chen, 2010</xref>). Thus, customer demand and needs to play an essential role in shaping change initiatives and driving the portfolio of service providers, and failure to understand or meet the change in needs can cause loss of business opportunities, financial consequences, and damaged reputation (<xref ref-type="bibr" rid="B176">Vennstr&#xf6;m, 2008</xref>). Organizations should thus invest in technologies that strengthen customer engagement communication, improve processes and touch points through &#x201c;customer-centricity&#x201d; groundwork, and proactively analyze customer needs and preferences via comprehensive research (<xref ref-type="bibr" rid="B60">Dworak and De Villiers, 2018</xref>).</p>
</sec>
<sec id="s3-3-4">
<title>3.3.4 Pressure from non-governmental organizations driving social responsibility</title>
<p>Non-Governmental Organizations&#x2019; (NGOs) power relies upon small bureaucratic apparatus that makes their decision-making processes efficient and allows them to quickly adapt to changing situations through strategic alliances, therefore &#x201c;becoming catalysts with triggering effects and mobilizers and opinion makers in society&#x201d; (<xref ref-type="bibr" rid="B49">Cooper et al., 2002</xref>; <xref ref-type="bibr" rid="B167">Tortajada, 2016</xref>). NGOs have the potential to engage corporations in change efforts through effective nonmanagerial stakeholder engagement that extends to a complex network of organizations including global suppliers, NGOs, distributors, and public servants (<xref ref-type="bibr" rid="B37">Ceesay, 2020</xref>). Such change efforts can be related to different critical aspects including accountability, conducts, labor and human rights, health and safety, environment and sustainability, communities, products and projects, and the supply chain (<xref ref-type="bibr" rid="B121">Moodley et al., 2008</xref>; <xref ref-type="bibr" rid="B81">Hamid and Tutt, 2019</xref>). NGOs can force organizations to change their practices in two ways: either <italic>confrontational practices</italic> like name shaming, protesting, and calling for boycotts, or <italic>collaborative practices</italic> like negotiations, sharing expertise, and funding research (<xref ref-type="bibr" rid="B181">Winston, 2002</xref>; <xref ref-type="bibr" rid="B37">Ceesay, 2020</xref>). Thus, with the threat of NGOs slowing or halting the construction of critical capital projects that can raise environmental or social impacts, capital project organizations have been developing transparent corporate social responsibility (CSR) programs and establishing partnership initiatives to manage social risks and enhance project delivery (<xref ref-type="bibr" rid="B158">Spence, 2011</xref>).</p>
</sec>
<sec id="s3-3-5">
<title>3.3.5 Reduced flow of younger workers in the workforce</title>
<p>According to the latest statistics of the Bureau of Labor Statistics, the younger construction workforce (age 16&#x2013;25) composes around 10% of the total construction workforce (<xref ref-type="bibr" rid="B25">BLS, 2022</xref>). According to a survey conducted by the National Association of Home Builders (NAHB), more than half of young adults (63%) said that there is no or little chance they would consider a career in construction trades mainly due to wanting less physically-demanding jobs or believing that construction work is difficult (<xref ref-type="bibr" rid="B143">Quint, 2017</xref>). Moreover, despite raising wages and expanding benefits, the majority of construction organizations are considering filling open positions a &#x201c;major challenge&#x201d; (<xref ref-type="bibr" rid="B3">AGC, 2022</xref>). This is attributed to the change in the needs of the young workforce who care about respect, honesty, safety, growth, and professional development when looking for employers, while the industry suffers from a poor reputation in different aspects including unclear career advancement opportunities, poor health and safety records, corruption, and high sensitivity to economic conditions (<xref ref-type="bibr" rid="B90">Haupt and Harinarain, 2017</xref>; <xref ref-type="bibr" rid="B84">Hatoum et al., 2022</xref>). As such, organizations need to undergo changes that can allow them to attract and hire the younger workforce and find the right skills to enhance the construction of capital projects. Examples of change efforts include collaborations and partnerships with educational institutions to support STEM education, expanding internships programs, offering various professional development camps, building campus-like environments similar to those offered by Google and Facebook, adopting and promoting new technologies, and re-skilling their workforce in critical and emerging technologies for future visions such as Artificial Intelligence (AI) for green energy (<xref ref-type="bibr" rid="B4">Ainsworth, 2017</xref>; <xref ref-type="bibr" rid="B34">Caminiti, 2020</xref>; <xref ref-type="bibr" rid="B63">Ernst and Young, 2020</xref>).</p>
</sec>
</sec>
<sec id="s3-4">
<title>3.4 Technological factors</title>
<p>The technological factors reflect the technological innovations that can disrupt the business environment and the organizations&#x2019; operations (<xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). In fact, the awareness of the industry&#x2019;s trending and upcoming technology matters is very critical to the long-term strategic decisions of any business (<xref ref-type="bibr" rid="B170">Turk, 2021</xref>). This study identified five technology factors related to aging infrastructure, data analytics, increase in off-site construction, new/first-of0akind technology, and 3D printing.</p>
<sec id="s3-4-1">
<title>3.4.1 Opportunity for modernizing and revitalizing aging infrastructure</title>
<p>Infrastructure projects are the backbone of a country&#x2019;s economic stability and growth, and with most infrastructure projects currently operating beyond their presumed lifetime, governments will be investing trillions of dollars in replacing and repairing these projects (<xref ref-type="bibr" rid="B30">Breugel, 2017</xref>). For example, in the USA, failing to act on the aging infrastructure will cost every American household approximately $3,300 in annual disposable income and $10.3 trillion in GDP losses by 2039 (<xref ref-type="bibr" rid="B12">ASCE and EBP, 2021</xref>). Thus, governments will have to make optimized replacement decisions and increase infrastructure investments (<xref ref-type="bibr" rid="B26">Boomen et al., 2019</xref>). In turn, the demand for capital projects and capital organization services is expected to significantly increase (<xref ref-type="bibr" rid="B35">Carson, 2021</xref>). To keep up with the investments, traditional business-as-usual methods will not work, and capital project organizations will have to integrate technologies in their projects and invest in sustainable material research (<xref ref-type="bibr" rid="B30">Breugel, 2017</xref>; <xref ref-type="bibr" rid="B107">Lawrence, 2022</xref>). Examples of major technologies for smart infrastructure projects include artificial intelligence (<xref ref-type="bibr" rid="B54">Darko et al., 2020</xref>), cloud computing (<xref ref-type="bibr" rid="B188">Zou et al., 2017</xref>), drones (<xref ref-type="bibr" rid="B88">Hatoum and Nassereddine, 2022b</xref>), digital twins (<xref ref-type="bibr" rid="B6">Ammar et al., 2022</xref>; <xref ref-type="bibr" rid="B5">2023</xref>), and wireless and sensing technologies (<xref ref-type="bibr" rid="B87">Hatoum et al., 2023c</xref>).</p>
</sec>
<sec id="s3-4-2">
<title>3.4.2 Powerful data analytics tools for informed decision-making</title>
<p>A construction capital project is built on reams of data generated from various sources throughout the project lifecycle, making data a critical element as the capital projects industry progresses into the future (<xref ref-type="bibr" rid="B29">Bou Hatoum et al., 2020</xref>). With the rapid advances in computing and data science, data analytics can have major use cases such as designing projects, selecting materials and resources, streamlining construction processes, optimizing resource management, scheduling and applying predictive maintenance, mitigating risks, simulating activities and performance, balancing emissions and monitoring the performance of projects in real-time (<xref ref-type="bibr" rid="B124">Nagy et al., 2014</xref>; <xref ref-type="bibr" rid="B23">Bilal et al., 2016</xref>; <xref ref-type="bibr" rid="B104">Kusimo et al., 2019</xref>). Such use cases can translate into major benefits in terms of productivity, safety, cost, sustainability, and quality (<xref ref-type="bibr" rid="B186">Yousif et al., 2021</xref>). Capital project organizations can adopt a combination strategy to leverage big data for transformation that involves developing an in-house data management policy, collaborating with external firms for resource development, and outsourcing big data services to address any capability gaps that may hinder digital transformation (<xref ref-type="bibr" rid="B16">Atuahene et al., 2023</xref>).</p>
</sec>
<sec id="s3-4-3">
<title>3.4.3 Increase in off-site construction for faster and more efficient project completion</title>
<p>Offsite construction can significantly impact projects, stakeholders, and the environment by improving project metrics like cost and time, enhancing sustainable approaches through reducing waste and establishing end-of-life recycling potential, and boosting societal impacts like workforce quality of life and stakeholder collaboration (<xref ref-type="bibr" rid="B82">Hao et al., 2020</xref>; <xref ref-type="bibr" rid="B99">Jansen van Vuuren and Middleton, 2020</xref>). Studies showed that offsite construction could claim $130 billion in the U.S. and Europe markets by 2030 delivering cost savings that exceed $22 billion annually (<xref ref-type="bibr" rid="B22">Bertram et al., 2019</xref>). Moreover, future off-site construction operations in industrial, residential, commercial, and infrastructure projects are expected by 2030 to move from single-trade fabrication to modularization, transition from customized offsite construction components to standardized ones, shift from permanent offsite construction structures to portable or relocatable ones, and rely on multi-skilled labor instead of single-skilled labor (<xref ref-type="bibr" rid="B15">Assaad et al., 2022</xref>). To achieve the shift toward industrialization and digital manufacturing in construction, several capital project organizations have used &#x201c;different forms of mirror-breaking&#x201d; to deviate from the traditional project-based nature of the industry such as vertical integration to enable a streamlined process of acquisition, design, engineering, offsite fabrication, and assembly, and use of relational contracts like IPD to break the supply chain liability fears and costs of innovation and co-create a knowledge transfer for fabrication (<xref ref-type="bibr" rid="B80">Hall et al., 2020</xref>).</p>
</sec>
<sec id="s3-4-4">
<title>3.4.4 Cutting-edge new and first-of-a-kind technologies enhancing project and industry outcomes</title>
<p>The large scale and complexity of capital projects and the misalignment of project goals can make it difficult to incorporate new technologies without significant planning and coordination among organizations and project partners (<xref ref-type="bibr" rid="B148">Rose and Manley, 2012</xref>). With new technologies flooding the construction market, capital organizations need to develop digital teams to test and deploy technologies such as data professionals for analytics and data management, technology engineers to identify and deploy solutions, and process developers to develop work processes and bridge the gap between the digital team and the field (<xref ref-type="bibr" rid="B72">Fuchs et al., 2018</xref>). Organizations should also partner with start-ups to explore new business models, foster research innovations, and collaborate with vendors to provide technology solutions, get licenses and partnering arrangements, and track the value of the adopted technologies (<xref ref-type="bibr" rid="B9">Arabshahi, 2021</xref>; <xref ref-type="bibr" rid="B89">Hatoum and Nassereddine, 2022a</xref>).</p>
</sec>
<sec id="s3-4-5">
<title>3.4.5 3D printing enabling intricate and customized designs</title>
<p>Advances in 3D printing have been changing the landscape of the capital projects industry and setting the stage for a major shift as the global size of the 3D printing market is expected to increase to $1.5 billion by 2024 (<xref ref-type="bibr" rid="B115">Markets and Markets, 2019</xref>). The growth is considered a promising investment even though it has not been fully commercialized on a large scale, where responding to the lack of skilled labor shortage, attracting the younger workforce, and the need to overcome supply chain variability are mainly driving capital project organizations to invest in 3D printing solutions (<xref ref-type="bibr" rid="B175">Vazquez et al., 2016</xref>). By properly considering the technological, organizational, environmental, and cost-associated factors related to adopting and implementing 3D printing, the use of 3D printing can enable faster construction, allow for geometrics and design freedom, shrink supply chain and material demand, enhance construction productivity, reduce safety hazards, and embrace sustainable practices (<xref ref-type="bibr" rid="B62">El-Sayegh et al., 2020</xref>; <xref ref-type="bibr" rid="B172">Umar, 2021</xref>). 3D printing is also expected to eliminate the cost of formwork which accounts for 25%&#x2013;35% of the total building cost, reduce construction waste by 30%&#x2013;60%, labor cost by 50%&#x2013;80%, and construction time by 50%&#x2013;70% (<xref ref-type="bibr" rid="B115">Markets and Markets, 2019</xref>; <xref ref-type="bibr" rid="B93">Hossain Md. A. et al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s3-5">
<title>3.5 Environmental factors</title>
<p>The environmental factors emerged as the most recent addition to the PESTEL framework as a result of the growing popularity of movements such as ESG (Environmental, Social, and Governance) and CSR (Corporate Social Responsibility) across industries (<xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). The increased attention to climate change, scarcity of raw materials, pollution, and limits on carbon emissions is pressuring stakeholders to embrace environmentally friendly operations and pushing projects to embrace sustainable practices (<xref ref-type="bibr" rid="B170">Turk, 2021</xref>). This study identified four environmental factors including pressure from environmentally conscious owners and investors, the rising trend in renovation projects, and the increase in legislation on greenhouse emissions and resource efficiencies.</p>
<sec id="s3-5-1">
<title>3.5.1 Pressure from environmentally conscious owners and investors</title>
<p>Environmentally aware clients and owners play a significant role in promoting sustainable and environmentally conscious design and construction in their capital projects (<xref ref-type="bibr" rid="B122">Murtagh et al., 2016</xref>). Throughout the lifecycle of the project, owners can have decisive roles such as choosing sustainable designs and concepts, prioritizing low-carbon building materials, and utilizing renewable energy (<xref ref-type="bibr" rid="B180">Agung Wibowo et al., 2018</xref>). Such decisive roles can impose pressure on project parties to adopt environmentally conscious practices or rethink existing ones. This is also accompanied by different investor-led initiatives such as Climate Action 100&#x2b; and the Carbon Disclosure Project (CDP) where hundreds of major investors pressure major companies to disclose environmental information including climate change, water security, and deforestation, and take the necessary actions to meet carbon neutral goals (<xref ref-type="bibr" rid="B36">CDP, 2021</xref>; <xref ref-type="bibr" rid="B47">Climate Action 100&#x2b;, 2022</xref>).</p>
</sec>
<sec id="s3-5-2">
<title>3.5.2 Increasing legislation for resource efficiency and waste reduction</title>
<p>The commitment to limiting carbon emissions and increasing circular economy practices has increased the attention to resource efficiency and utilization, notably with the increasing demand for construction materials and the scarcity of raw materials supply (<xref ref-type="bibr" rid="B94">Hossain M. U. et al., 2020</xref>). This is leading the industry to investigate and invest in utilizing sustainable materials that can be re-used at the end of the project lifecycle, developing material stocks models that can profile and estimate the quantity and quality of reusable materials across projects and regions, advancing lifecycle assessments and carbon footprints, and developing &#x201c;building material passports&#x201d; that can store data on material components across the project lifecycle (<xref ref-type="bibr" rid="B21">Benachio et al., 2020</xref>). With the increasing goals to reduce resource usage and waste generation, capital project organizations will need to strengthen resource efficiency efforts and thrive for waste reduction during the design, construction, and operation of capital projects (<xref ref-type="bibr" rid="B92">Hong et al., 2011</xref>; <xref ref-type="bibr" rid="B7">Andersson and Buser, 2022</xref>).</p>
</sec>
<sec id="s3-5-3">
<title>3.5.3 Progressive regulations for reducing greenhouse gas emissions</title>
<p>As climate change constitutes a threat to the planet and the prosperity of nations, governments continue to lead efforts that decrease carbon emissions and pledge zero-emission visions (<xref ref-type="bibr" rid="B108">Lebling et al., 2020</xref>). Capital projects are at the forefront of this pledge, especially as global capital spending is expected to reach $130 trillion by 2027 to decarbonize and renew critical infrastructure (<xref ref-type="bibr" rid="B71">Fuchs et al., 2022</xref>). With the built environment generating almost 40% of the annual global carbon dioxide (CO2) emissions, projects need to be developed using green construction methods that limit carbon emissions and support global sustainability objectives (<xref ref-type="bibr" rid="B39">Chen et al., 2023</xref>). Capital project organizations should also initiate efforts that allow them to use green and sustainable materials (<xref ref-type="bibr" rid="B8">Anupoju, 2020</xref>), invest in green technologies and methods like carbon capture and utilization (<xref ref-type="bibr" rid="B1">Abdelshafy and Walther, 2022</xref>), and operate renewable energy generations like wind energy solutions (<xref ref-type="bibr" rid="B50">Dadhich et al., 2015</xref>).</p>
</sec>
<sec id="s3-5-4">
<title>3.5.4 The trend toward renovation projects</title>
<p>The gaining building stock and the urgent need to reduce energy consumption and greenhouse gas emissions in buildings and assets have increased the attention on sustainable renovation (<xref ref-type="bibr" rid="B100">Jensen et al., 2022</xref>). Renovation efforts aim to optimize energy performance, upgrade the quality of life, and achieve carbon neutrality and recovery (<xref ref-type="bibr" rid="B65">European Commission, 2020</xref>; <xref ref-type="bibr" rid="B100">Jensen et al., 2022</xref>). Examples of common construction practices include replacing equipment with fossil-fuel equipment with electric ones to cut emissions, utilizing green materials like low-carbon concrete, applying better insulation, renovating heating systems, installing better-glazed windows, using renewable energy sources, and controlling ventilation (<xref ref-type="bibr" rid="B101">Jowkar et al., 2022</xref>; <xref ref-type="bibr" rid="B140">Pourmokhtarian et al., 2022</xref>). The trends toward renovation projects bring new opportunities to the industry through the millions of projects that need renovation and the hundreds of thousands of green jobs that will be created (<xref ref-type="bibr" rid="B65">European Commission, 2020</xref>; <xref ref-type="bibr" rid="B78">Guettler, 2021</xref>).</p>
</sec>
</sec>
<sec id="s3-6">
<title>3.6 Legal factors</title>
<p>The legal factors extend to political factors to include regulations that regulate the business environment but are not necessarily government rules or laws (<xref ref-type="bibr" rid="B170">Turk, 2021</xref>; <xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). Examples of legal factors include common industry standards, operation permits, and the protection of data and intellectual property (<xref ref-type="bibr" rid="B98">Issa et al., 2010</xref>; <xref ref-type="bibr" rid="B135">Peterdy, 2022</xref>). The study identified two legal factors related to new delivery systems and project development models.</p>
<sec id="s3-6-1">
<title>3.6.1 New collaborative delivery systems for efficient project management</title>
<p>Traditional project delivery systems have had negative consequences such as inhibiting coordination, hindering cooperation, limiting innovation, and promoting the rewards of one stakeholder at the expense of the other (<xref ref-type="bibr" rid="B13">Asmar et al., 2013</xref>). By contrast, new delivery systems such as Integrated Project Delivery (IPD) and most recently Integrated Project Delivery for Industrial Projects (I2PD) have emerged (<xref ref-type="bibr" rid="B116">Matthews and Howell, 2005</xref>; <xref ref-type="bibr" rid="B69">Franz and Leicht, 2016</xref>; <xref ref-type="bibr" rid="B44">CII RT-341, 2019</xref>). IPD gained popularity notably with complex healthcare projects achieving major benefits in terms of cost, safety, and quality through promoting trust, communication, information-sharing, confidence, conflict resolution, and no-blame culture (<xref ref-type="bibr" rid="B119">Mesa et al., 2016</xref>; <xref ref-type="bibr" rid="B53">Dargham et al., 2019</xref>). Moreover, building on IPD, I2PD aims to achieve the objectives of industrial construction projects by implementing collaboration and integration principles such as continuous communication, jointly developed targets, early stakeholder involvement, collaborative decision-making, financial transparency, shares of risk and rewards, relational contracting, and negotiated risk distribution (<xref ref-type="bibr" rid="B44">CII RT-341, 2019</xref>).</p>
</sec>
<sec id="s3-6-2">
<title>3.6.2 Innovative project development models for improved business outcomes</title>
<p>New project development models such as Design-Build-Own-Operate-Maintain (DBOOM) and Design-Build-Operate-Maintain (DBOM) have been gaining popularity notably in energy, infrastructure, and utility construction projects (<xref ref-type="bibr" rid="B141">Prabhu, 2017</xref>; <xref ref-type="bibr" rid="B67">FHWA, 2022</xref>). These models offer integrated project delivery, external capital, and operational efficiencies whereby the owner organization assigns expertise, ownership, and performance incentives to the project party that is best suited to address them (<xref ref-type="bibr" rid="B117">McKay, 2015</xref>). These models also combine the responsibility for different functions that are usually disparate under a single entity that takes full responsibility for defining scope, detailed design, construction, asset ownership, operation, and maintenance (<xref ref-type="bibr" rid="B127">Nyquist, 2018</xref>; <xref ref-type="bibr" rid="B67">FHWA, 2022</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 Investigation of the external factors driving organizational change</title>
<sec id="s4-1">
<title>4.1 Results by years of experience</title>
<p>The breakdown of the different ages and the change factors is shown in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Years of experience and change factors.</p>
</caption>
<graphic xlink:href="fbuil-09-1207564-g003.tif"/>
</fig>
<p>Political factors have the lowest impact on driving organizational change efforts among PESTEL. None of the contemporary organizations selected any of the political factors, and PL2 (human rights awareness) predominately drives transitional organizations. This may be attributed to the ability of an organization to engage with and/or affect change in legislation. Notionally, the focus remains on PESTEL factors having a more intrinsic outcome on survivability.</p>
<p>As for economic factors, EC1 (globalization and increased competition) is the factor that drives change for all three organizations, most notably legacy. Moreover, legacy organizations would more likely have sensitivities to EC1 associated with entrenched, low-cost, supply chains. Although EC2 (regionalization) does not drive change for contemporary organizations as the typical footprint of these organizations is principally regionalized, EC3 (non-construction actors entering the chain) impacts transitional organizations more as the propensity of seeking to maintain the <italic>status quo</italic> is likely to be higher than contemporary and legacy ones associated with recent successes leading to inherent blind spots.</p>
<p>A nearly universal alignment was found between transitional and legacy organizations when evaluating social factors. The only disparity found between transitional and legacy was for SC1 (aging workforce). Additionally, factor SC3 (changing needs and preferences of customers), was selected as the factor that mostly drives change for organizations between all PESTEL factors. SC1 (aging workforce) is another factor that also impacts organizations regardless of age notably transitional organizations, while SC2 (EDI), SC4 (non-government organizations), and SC5 (reduced flow of young workers) do not drive change for contemporary organizations.</p>
<p>The technological category was the only category among PESTEL where all factors drive every organization regardless of years of experience. TN5 (3D printing) drives change mostly for contemporary organizations, and TN3 (offsite construction) drives change mostly for transitional companies where contemporary organizations diverged from the norm. Conversely, TN1 (aging infrastructure) mostly drives legacy organizations.</p>
<p>Although an influential difference can be observed within the environmental factors, transitional and legacy organizations demonstrated a significant corollary for these factors. However, environmental factors, like political and, for the most part, societal factors, do not drive change efforts for contemporary organizations, but they have a bigger impact on transitional organizations compared to political ones.</p>
<p>As for legal factors, LG1 (new delivery system) is a major factor driving change for contemporary organizations, as it is the only factor alongside TN5 (3D printing) where contemporary organizations lead transitional and legacy. The same cannot be said for LG2 (new project delivery models) which principally impacts legacy organizations when compared to contemporary and transitional organizations. This corollary could be related directly to the fact that contemporary and Transitional organizations are established with newer tools, models, and approaches that inherently alter an industry&#x2019;s approach to solving the same problem.</p>
</sec>
<sec id="s4-2">
<title>4.2 Results by type of experience</title>
<p>The breakdown of the different types and the change factors is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Type of experience and change factors.</p>
</caption>
<graphic xlink:href="fbuil-09-1207564-g004.tif"/>
</fig>
<p>Political factors have the lowest impact on driving organizational change efforts among PESTEL. The only type of organization that is slightly driven by political factors is owners, and none of the surveyed service providers selected any of the political factors. Whereas the only political factor considered impactful was PL2 (human rights awareness).</p>
<p>As for economic factors, EC1 (globalization and increased competition) is the primary economic factor that drives change for all types of organizations, markedly contractors. EC2 (regionalization) does not affect service providers, while EC3 (non-construction actors entering the chain) mostly drives contractors. Further, owners and contractors trend nominally with the same focus (es).</p>
<p>Social factors include factor SC3 (changing needs and preferences of customers), which was unanimously selected as the factor that mostly drives change for organizations between all PESTEL factors. All social factors also seem to drive change for owners more than any other type. In contrast, service providers are not affected by SC1 (aging workforce), SC4 (non-government organizations), and SC5 (reduced flow of young workers). Additionally, owners and contractors trend nearly identically when comparing across the social factors.</p>
<p>The technological category was the only category among PESTEL where each of its factor factors drives every type of organization. TN1 (aging infrastructure) and TN2 (data analytics) mostly affect owners. TN3 (Increase in off-site construction) and TN4 (new technology) mostly affect contractors whereas TN5 (3D printing) mostly affects service providers. TN5 is the only factor among all PESTEL factors that drives change for service providers more than owners or contractors.</p>
<p>For environmental factors, similar to political factors, none were selected by service providers. However, unlike politics, they have a bigger impact on change notably with EV1 (environmentally cautious owners) for owners and EV4 (trend toward renovation) for contractors. EV3 (Increasing legislation to reduce greenhouse gas emissions) identified this factor equally as a driver.</p>
<p>As for legal factors, LG1 (new delivery systems) and LG2 (new project delivery models) have an impact on driving all three types of project organizations. While LG1 impacts almost three types equally, LG2 has a bigger impact on owners. Owners also identified both legal factors as equally significant drivers for change.</p>
</sec>
<sec id="s4-3">
<title>4.3 Discussion of results</title>
<sec id="s4-3-1">
<title>4.3.1 Political factors</title>
<p>Political factors do not drive organizational change for contemporary organizations. This could be explained by contemporary organizations&#x2019; focus on surviving the market by executing the work and basing any decisions on political implications on their known knowns. Contemporary organizations do not have the same maturity level as transitional and legacy organizations to base their decision on the long game of political situations. In fact, the political environment regulating contemporary organizations should provide such organizations with enough flexibility to encourage innovation and improvisation in products services, and processes (<xref ref-type="bibr" rid="B187">Zahra, 2014</xref>).</p>
<p>Moreover, the organizations that are mostly driven by the political environment are the organizations that own projects&#x2013;i.e., owners, and want to set the tools and processes for their projects (owners are mostly transitional and legacy organizations). Owners also own the capital, which subjects them more to government policies such as taxation and trading (<xref ref-type="bibr" rid="B19">Bastani and Waldenstr&#xf6;m, 2020</xref>). Service providers, on the other hand, provide specific valuable and professional services that are needed for capital projects (<xref ref-type="bibr" rid="B41">Chih et al., 2019</xref>). In other words, such organizations &#x201c;sell a widget&#x201d;, and political factors would not have an impact on their operations. An exception can be where a service provider&#x2019;s headquarter is located, as this location can shape taxation, debt, and market operations (<xref ref-type="bibr" rid="B11">Arena and Roper, 2010</xref>).</p>
</sec>
<sec id="s4-3-2">
<title>4.3.2 Economic factors</title>
<p>Economic factors and economic components such as globalization of the market, increasing competition, and increasing regionalization are important drivers for non-contemporary organizations to expand their business (<xref ref-type="bibr" rid="B61">El Jazzar, 2022</xref>). Furthermore, legacy organizations are not as susceptible to the direct implications of non-construction factors entering the construction value chain as legacy organizations are well-formed within the market and with their established network of collaborators (<xref ref-type="bibr" rid="B160">Suddaby et al., 2010</xref>).</p>
<p>Different economic factors drive organizations differently based on the markets in which the organizations operate. First, global expansion is essential to all organizations as they look for opportunities in different markets (<xref ref-type="bibr" rid="B161">Sun et al., 2023</xref>). Contractors, for example, need to expand globally, as the capital projects that they can develop in a certain area are very limited. The same applies to owners who want to spread their portfolio and service providers who want to expand their business. Contractors also need regionalization, especially for supply chains, as they need to secure materials and services for their projects, and keep inventories close to their areas of operations (<xref ref-type="bibr" rid="B96">Huthwaite and Ward, 2022</xref>). While owners can have the power to push new technology, contractors are more hands-on with non-construction actors entering the supply chain such as technology vendors. Contractors look for technologies that can help them develop projects faster, and vendors need construction sites to test their products (<xref ref-type="bibr" rid="B89">Hatoum and Nassereddine, 2022a</xref>; <xref ref-type="bibr" rid="B51">Dadi et al., 2022</xref>). This allows for a strong relationship between the two parties that can drive change for contractors more than other project stakeholders.</p>
</sec>
<sec id="s4-3-3">
<title>4.3.3 Social factors</title>
<p>Customers and clients usually drive the business of capital organizations. Thus, the strong effect of customer needs and preferences on change in all organizations is not surprising, and organizations should integrate customer portfolios into their project portfolio management (<xref ref-type="bibr" rid="B177">Voss, 2012</xref>). In other social aspects, talent availability and management can contribute to organizational success (<xref ref-type="bibr" rid="B48">Collings, 2014</xref>; <xref ref-type="bibr" rid="B144">Ramadan et al., 2022</xref>). Legacy organizations have working systems and embedded processes in place that allow them to decrease their dependency on company players and actors. In contrast, contemporary organizations are not able to withstand a loss of talent, as they are predominately reliant on key players to track information, save knowledge to develop strong systems and embed them into their scope of work. Additionally, the reliance on &#x2018;tribal knowledge&#x2019; is prevalent and visible when considering transitional organizations when accounting for the focus on an aging workforce as the results show this factor as a significant factor. Moreover, when people join contemporary organizations, they know that their decision could come with extra pressure and risks that they are willing to take (<xref ref-type="bibr" rid="B157">Specht, 2022</xref>). This can in turn decreases the impact of social factors like EDI and the pressure of non-government organizations on the business of contemporary organizations.</p>
<p>Each company has a customer or works for a capital project owner, and once that owner or customer demands a particular change, every within the value chain falls in line with this change (<xref ref-type="bibr" rid="B75">Gallagher, 2020</xref>). The same applies to industry problems such as an aging workforce or reduced flow of young workers, as this affects projects and in turn, affects how owners and contractors&#x2013;i.e., the two major players, can develop the capital projects, invest in future developments, and innovate dynamic solutions to new opportunities (<xref ref-type="bibr" rid="B86">Hatoum et al., 2023b</xref>).</p>
</sec>
<sec id="s4-3-4">
<title>4.3.4 Technological factors</title>
<p>Technological factors like off-site construction and data analytics play a crucial part for transitional organizations, especially as they want to remove existing barriers and transition to strong legacy organizations (<xref ref-type="bibr" rid="B103">Kopalle et al., 2020</xref>). For example, tracking and analyzing data would be an integral part of this transition, as it can detect old trends and predict future trends to allow the organization to make sound decisions using new technologies such as cognitive computing. As for contemporary organizations, they will tend to take more risky decisions such as investing in disruptive or innovative technologies, especially since being innovative can help them survive new markets, gain shares, and compete with incumbents (<xref ref-type="bibr" rid="B133">Pellegrino and Piva, 2020</xref>). Compared to transitional and legacy organizations, contemporary organizations have more flexibility in adopting new technologies because of the absence of historical, traditional, or heritage processes, technology, and tribal knowledge which may prevent technology adoption when present. Such organizations are relatively new to the business, and taking a risk with technology can bring much-needed long-term benefits as well as unique services to grow their business.</p>
<p>Technological factors are important for organizations regardless of their type, notably due to the disruption potential that technology can create (<xref ref-type="bibr" rid="B2">Adekunle et al., 2021</xref>). For example, data analytics is more organization-oriented as it can allow organizations to understand where they are and where they are headed, while off-site construction is more industry-oriented, as it is a trend that the entire industry is implementing. Moreover, owners play an important role in pushing technologies as contractors and suppliers are seeking their business. If they demand a technology or force it into their projects, child organizations will typically follow, unless they have a disruptive solution.</p>
<p>Aging infrastructure is another factor that will mostly drive owners to change, as they would require more technology to help them monitor, assess, and repair the status of existing infrastructure projects (<xref ref-type="bibr" rid="B168">Tripathi et al., 2023</xref>). However, when legacy organizations straddle this paradigm and integrate new technologies, they have the propensity to navigate and become an agile solution-oriented, and extremely dynamic leader toward the next evolution.</p>
</sec>
<sec id="s4-3-5">
<title>4.3.5 Environmental factors</title>
<p>Similar to political factors, contemporary organizations are new to the business, and they will already implement or at least understand the nature of the business and the best practices needed to improve their services (<xref ref-type="bibr" rid="B70">Freeman and Engel, 2007</xref>). Moreover, factors such as gas emissions and resource efficiency have gained momentum and made consumers environmentally conscious and aware, which will therefore have an impact on legacy and transitional organizations to change their existing practices and adhere to the relatively new events (<xref ref-type="bibr" rid="B73">Furlow, 2010</xref>). Contemporary organizations, on the other hand, will have such factors &#x201c;built-in&#x201d;, as they were formed after climate change discussions gained momentum. Further, the adoption of new technologies is more readily available as the framework being implemented is relatively new in origin to the organization.</p>
<p>Environmental factors and regulations regarding capital projects will no doubt affect owners and contractors (<xref ref-type="bibr" rid="B43">Chowdhury et al., 2020</xref>). For example, the renovation trend can generate major profits for contractors, and would, in turn, affect their business. On the other hand, owners will be affected by the climate policies to be environmentally cautious in the projects that they own or want to develop. Both parties, however, will be affected by legislation related to resource efficiencies and greenhouse emissions, as contractors are developing the projects and owners are paying for this development.</p>
</sec>
<sec id="s4-3-6">
<title>4.3.6 Legal factors</title>
<p>While contemporary organizations are driven by new delivery systems that promote collaboration, legacy organizations will seek new business models that will maintain their market share in the industry. Contemporary organizations would benefit from collaborative delivery systems such as IPD, Advanced Work Packaging (AWP), and Project Definition Rating Index (PDRI), as collaborating on such trending delivery systems would provide them with the opportunity to gain experience and get exposure to more complex heritage knowledge. On the other hand, legacy organizations would prioritize finding or developing new project business models that would allow them to reinvent their <italic>status quo</italic>, especially when they understand the need for change and recognize its importance for maintaining their business utilizing technologies with a wealth of historical data (<xref ref-type="bibr" rid="B125">Nassereddine et al., 2022</xref>).</p>
<p>Capital project organizations understand the need for change, which empowers drivers such as new delivery systems and new project development models for project stakeholders (<xref ref-type="bibr" rid="B38">Chandrasekaran et al., 2021</xref>). Traditional models and delivery systems have a long history of causing losses and poor performance, which cause legal factors to drive organizations regardless of type. This is especially true for owners, who look for capital projects that can be completed with faster schedules and lower budgets while maintaining quality and generating profits.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusion, limitations, and further studies</title>
<p>The objectives of this paper were to identify the external factors affecting change within capital project organizations and investigate whether the factors affect these organizations differently. With capital projects suffering from poor project performance, and with the exponential rise in capital spending, understanding external factors can allow organizations to properly plan and adapt to change and identify possible opportunities and threats that can impact their business. Using the PESTEL framework, the following can be inferred.<list list-type="simple">
<list-item>
<p>&#x2022; The study identified three political drivers related to union activities, taxation and trading, and human rights. Political factors do not drive change for contemporary organizations as their focus is mostly on surviving the market and they do not have the long game and same maturity level of transitional and legacy organizations. Owners however are mostly driven by political factors since their role as project owners makes them subjected to government policies like taxation and trading.</p>
</list-item>
<list-item>
<p>&#x2022; The study identified three economic factors including globalization, regionalization, and new actors entering the supply chain. Economic factors drive change in organizations differently based on the markets in which these organizations operate. For example, globalization mostly drives legacy organizations as these organizations have well-established networks and geographic spread of operations. Another example is contractors who are mostly involved with non-construction actors entering the supply chain as they work hands-on with them on testing and deploying innovations.</p>
</list-item>
<list-item>
<p>&#x2022; The study identified five social factors including an aging workforce, changes in customer needs, Equity-Diversity-Inclusion efforts, pressure from non-governmental organizations, and reduced flow of young workers. The &#x201c;change in the needs and preferences of customers&#x201d; factor was the most selected factor for driving change regardless of the type of work or age maturity of capital project organizations. Such a result is not surprising as the objective of any project is to add value to the client and ensure customer satisfaction.</p>
</list-item>
<list-item>
<p>&#x2022; The study identified five technology factors related to aging infrastructure, data analytics, increase in off-site construction, new/first-of-a-kind technology, and 3D printing. Technological factors are important to all organizations notably due to the disruption potential that technologies can create to operations and the ways of conducting business. Results highlighted that younger companies tend to embrace newer innovations and willingness to invest in promising technologies that can bring long-term benefits. Results also highlighted the importance of adopting technologies that can help owners monitor, manage, and maintain aging infrastructure projects.</p>
</list-item>
<list-item>
<p>&#x2022; The study identified four environmental factors including pressure from environmentally conscious owners and investors, the rising trend in renovation projects, and the increase in legislation on greenhouse emissions and resource efficiencies. Environmental factors do not affect contemporary organizations as such organizations are expected to have environmentally friendly practices &#x201c;built-in&#x201d; within their business models. They also do not affect service providers mainly because service providers focus on offering services and their line of work does not tend to be heavily restricted by environmental legislations and regulations when compared to owners or contractors.</p>
</list-item>
<list-item>
<p>&#x2022; The study identified two legal factors related to new delivery systems and project development models. Results highlighted differences mainly at the level of age maturity where contemporary organizations are driven by new delivery systems that promote collaboration as it would provide them with the opportunity to gain experience and get exposure to more complex heritage knowledge, while legacy organizations prioritize finding or developing new project business models that would allow them to reinvent their <italic>status quo</italic>.</p>
</list-item>
</list>
</p>
<p>Overall, a very clear delineation of the key factors can be associated when viewing the PESTEL from the perspective of contemporary organizations and Service Providers. This is attributed to the very nature of the needs and requirements of an organization&#x2019;s focus on survivability versus long-term sustainability. Moreover, owners and contractors are more closely aligned when considering the PESTEL factors and the drivers of change.</p>
<p>Findings from this study have research implications as well as practical applications. From a research perspective, the study dives into the external environment of capital project organizations and defines the external factors shaping change. This research area remains well-understudied in the context, notably with limited work on providing a holistic understanding of the external environment change practices for the capital project industry. From a practical perspective, findings can provide decision-makers and leaders in capital projects organizations with a comprehensive understanding of the external factors driving change within their line of business and operations. This is particularly achieved with the breakdown between age and type, as practitioners can understand how the external factors between organizations&#x2019; years of experience as well as types of experience.</p>
<p>Despite the contributions of the study&#x2019;s findings, limitations are instinct to research. First, the insights gathered are limited to 22 factors identified at the time of this study. In a changing environment, more factors could emerge. Moreover, the results of the survey are limited to the data points gathered from the participating organizations, and the analysis was restricted to the normalized scores based on multi-choice selections. Further research can expand on the identified factors, quantify the impact of these factors on the change efforts, and present measures that capital project organizations can use to track the impact of every change factor.</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/Supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>The authors declare that this study received funding from the Construction Industry Institute (RT-381 project). The funder was not involved in the study design, collection, analysis, interpretation of data, the writing of this article, or the decision to submit it for publication.</p>
</sec>
<ack>
<p>The authors would like to acknowledge the research panel as well as the different research collaborators and industry partners who assisted in the data collection.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>Author SM was employed by Faithful&#x2b;Gould.</p>
<p>The remaining 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="disclaimer" id="s10">
<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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abdelshafy</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Walther</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Coupling carbon capture and utilization with the construction industry: opportunities in Western Germany</article-title>. <source>J. CO2 Util.</source> <volume>57</volume>, <fpage>101866</fpage>. <pub-id pub-id-type="doi">10.1016/j.jcou.2021.101866</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adekunle</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Aigbavboa</surname>
<given-names>C. O.</given-names>
</name>
<name>
<surname>Ejohwomu</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Adekunle</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Thwala</surname>
<given-names>W. D.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Digital transformation in the construction industry: a bibliometric review</article-title>. <source>
<italic>J. Eng. Des. Technol.</italic> ahead-of-print</source>. <pub-id pub-id-type="doi">10.1108/JEDT-08-2021-0442</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="book">
<collab>AGC</collab> (<year>2022</year>). <source>2022 workforce survey analysis</source>. <publisher-loc>USA</publisher-loc>: <publisher-name>Associated General Contractors of America</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.agc.org/sites/default/files/users/user22633/2022_AGC_Workforce_Survey_Analysis.pdf">https://www.agc.org/sites/default/files/users/user22633/2022_AGC_Workforce_Survey_Analysis.pdf</ext-link>
</comment>.</citation>
</ref>
<ref id="B4">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Ainsworth</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Workforce outlook: industry must consider new strategies to attract, retain next-generation employees</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://drillingcontractor.org/workforce-outlook-industry-must-consider-new-strategies-to-attract-retain-next-generation-employees-44722">https://drillingcontractor.org/workforce-outlook-industry-must-consider-new-strategies-to-attract-retain-next-generation-employees-44722</ext-link> (Drill. Contract</comment>.</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ammar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Maier</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Catchings</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dadi</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Departments of transportation efforts to digitize ancillary transportation asset data: a step toward digital twins</article-title>. <source>Transp. Res. Rec.</source>, <fpage>036119812311660</fpage>. <pub-id pub-id-type="doi">10.1177/03611981231166000</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ammar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dadi</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>State departments of transportation&#x2019;s vision toward digital twins: investigation of roadside asset data management current practices and future requirements</article-title>. <source>ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci.</source> <volume>V-4-2022</volume>, <fpage>319</fpage>&#x2013;<lpage>327</lpage>. <comment>V-4&#x2013;2022</comment>. <pub-id pub-id-type="doi">10.5194/isprs-annals-V-4-2022-319-2022</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andersson</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Buser</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>From waste to resource management? Construction and demolition waste management through the lens of institutional work</article-title>. <source>Constr. Manag. Econ.</source> <volume>40</volume>, <fpage>477</fpage>&#x2013;<lpage>496</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2022.2081989</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Anupoju</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>23 different green building materials. Constr. Build. Technol. Guide</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://theconstructor.org/building/green-building-materials/7028/">https://theconstructor.org/building/green-building-materials/7028/</ext-link>
</comment>(<comment>Accessed March 4, 2023)</comment>.</citation>
</ref>
<ref id="B9">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Arabshahi</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Developing a governance framework to assist with the adoption of sensing technologies in construction</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="http://hdl.handle.net/20.500.11937/84210">http://hdl.handle.net/20.500.11937/84210</ext-link>
</comment>.</citation>
</ref>
<ref id="B10">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Aramburu</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>New business models in construction. Medium baidu ventur. Blog</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://medium.com/baidu-ventures-blog/new-business-models-in-construction-ab9d6794174c">https://medium.com/baidu-ventures-blog/new-business-models-in-construction-ab9d6794174c</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arena</surname>
<given-names>M. P.</given-names>
</name>
<name>
<surname>Roper</surname>
<given-names>A. H.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The effect of taxes on multinational debt location</article-title>. <source>J. Corp. Finance</source> <volume>16</volume>, <fpage>637</fpage>&#x2013;<lpage>654</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcorpfin.2010.07.006</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="book">
<collab>ASCEEBP</collab> (<year>2021</year>). <source>Failure to act: economic impacts of status quo investment across infrastructure systems</source>. <publisher-loc>USA</publisher-loc>: <publisher-name>American Society of Civil Engineers</publisher-name>.</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Asmar</surname>
<given-names>M. E.</given-names>
</name>
<name>
<surname>Hanna</surname>
<given-names>A. S.</given-names>
</name>
<name>
<surname>Loh</surname>
<given-names>W.-Y.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Quantifying performance for the integrated project delivery system as compared to established delivery systems</article-title>. <source>J. Constr. Eng. Manag.</source> <volume>139</volume>, <fpage>04013012</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)CO.1943-7862.0000744</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Assaad</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>El-adaway</surname>
<given-names>I. H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Enhancing the knowledge of construction business failure: a social network analysis approach</article-title>. <source>J. Constr. Eng. Manag.</source> <volume>146</volume>, <fpage>04020052</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)CO.1943-7862.0001831</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Assaad</surname>
<given-names>R. H.</given-names>
</name>
<name>
<surname>El-adaway</surname>
<given-names>I. H.</given-names>
</name>
<name>
<surname>Hastak</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Needy</surname>
<given-names>K. L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Quantification of the state of practice of offsite construction and related technologies: current trends and future prospects</article-title>. <source>J. Constr. Eng. Manag.</source> <volume>148</volume>, <fpage>04022055</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)CO.1943-7862.0002302</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Atuahene</surname>
<given-names>B. T.</given-names>
</name>
<name>
<surname>Kanjanabootra</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gajendran</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Transformative role of big data through enabling capability recognition in construction</article-title>. <source>Constr. Manag. Econ.</source> <volume>41</volume>, <fpage>208</fpage>&#x2013;<lpage>231</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2022.2132523</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Auberger</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Dandeneau</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Petterd</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <source>Beyond COVID-19: supply chain resilience holds key to recovery</source>. <publisher-loc>Chicago, Illinois</publisher-loc>: <publisher-name>Baker McKenzie</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://insightplus.bakermckenzie.com/bm/projects/international-beyond-covid-19-supply-chain-resilience-holds-key-to-recovery">https://insightplus.bakermckenzie.com/bm/projects/international-beyond-covid-19-supply-chain-resilience-holds-key-to-recovery</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B18">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Barone</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>What is a capital project? With examples and how funding works. Ivestopedia corp. Finance</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.investopedia.com/terms/c/capital-project.asp">https://www.investopedia.com/terms/c/capital-project.asp</ext-link> (Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bastani</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Waldenstr&#xf6;m</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>How should capital Be taxed?</article-title> <source>J. Econ. Surv.</source> <volume>34</volume>, <fpage>812</fpage>&#x2013;<lpage>846</lpage>. <pub-id pub-id-type="doi">10.1111/joes.12380</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="book">
<collab>Bechtel</collab> (<year>2022</year>). <source>Bechtel report 2022: partners in progress</source>. <publisher-loc>Virginia, United States</publisher-loc>: <publisher-name>Bechtel Corporation</publisher-name>.</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benachio</surname>
<given-names>G. L. F.</given-names>
</name>
<name>
<surname>Freitas</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>do</surname>
<given-names>C. D.</given-names>
</name>
<name>
<surname>Tavares</surname>
<given-names>S. F.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Circular economy in the construction industry: a systematic literature review</article-title>. <source>J. Clean. Prod.</source> <volume>260</volume>, <fpage>121046</fpage>. <pub-id pub-id-type="doi">10.1016/j.jclepro.2020.121046</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Bertram</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Fuchs</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mischke</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Palter</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Strube</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Woetzel</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2019</year>). <source>Modular construction: from projects to products</source>. <publisher-loc>Atlanta</publisher-loc>: <publisher-name>McKinsey and Company</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.mckinsey.com/capabilities/operations/our-insights/modular-construction-from-projects-to-products">https://www.mckinsey.com/capabilities/operations/our-insights/modular-construction-from-projects-to-products</ext-link>
</comment>.</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bilal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Oyedele</surname>
<given-names>L. O.</given-names>
</name>
<name>
<surname>Qadir</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Munir</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ajayi</surname>
<given-names>S. O.</given-names>
</name>
<name>
<surname>Akinade</surname>
<given-names>O. O.</given-names>
</name>
<etal/>
</person-group> (<year>2016</year>). <article-title>Big data in the construction industry: a review of present status, opportunities, and future trends</article-title>. <source>Adv. Eng. Inf.</source> <volume>30</volume>, <fpage>500</fpage>&#x2013;<lpage>521</lpage>. <pub-id pub-id-type="doi">10.1016/j.aei.2016.07.001</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="book">
<collab>BLS</collab> (<year>2021</year>). <source>Labor force statistics from the current population survey</source>. <publisher-loc>United States</publisher-loc>: <publisher-name>US Bur. Labor Stat</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.bls.gov/cps/cpsaat18b.htm">https://www.bls.gov/cps/cpsaat18b.htm</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B25">
<citation citation-type="book">
<collab>BLS</collab> (<year>2022</year>). <source>Labor force statistics from the current population survey</source>. <publisher-loc>United States</publisher-loc>: <publisher-name>US Bur. Labor Stat</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.bls.gov/cps/cpsaat18b.htm">https://www.bls.gov/cps/cpsaat18b.htm</ext-link> (Accessed February 3, 2023)</comment>.</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boomen</surname>
<given-names>M. V. D.</given-names>
</name>
<name>
<surname>Leontaris</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wolfert</surname>
<given-names>A. R. M.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Replacement optimization of ageing infrastructure under differential inflation</article-title>. <source>Constr. Manag. Econ.</source> <volume>37</volume>, <fpage>659</fpage>&#x2013;<lpage>674</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2019.1574977</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bou Hatoum</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Faisal</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Sarvari</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2021a</year>). <article-title>Analysis of COVID-19 concerns raised by the construction workforce and development of mitigation practices</article-title>. <source>Front. Built Environ.</source> <volume>7</volume>, <fpage>66</fpage>. <pub-id pub-id-type="doi">10.3389/fbuil.2021.688495</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Bou Hatoum</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Taylor</surname>
<given-names>T. R. B.</given-names>
</name>
<name>
<surname>Waddle</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2021b</year>). &#x201c;<article-title>Factors affecting inspection staffing needs for highway construction projects</article-title>,&#x201d; in <source>Proceedings of the 38th international symposium on automation and robotics in construction (ISARC)</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Feng</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Linner</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Brilakis</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Castro</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>P.-H.</given-names>
</name>
<name>
<surname>Cho</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<publisher-loc>Dubai, UAE</publisher-loc>: <publisher-name>International Association for Automation and Robotics in Construction IAARC</publisher-name>), <fpage>513</fpage>&#x2013;<lpage>520</lpage>. <pub-id pub-id-type="doi">10.22260/ISARC2021/0070</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Bou Hatoum</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Piskernik</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). &#x201c;<article-title>A holistic framework for the implementation of big data throughout a construction project lifecycle</article-title>,&#x201d; in <source>Proceedings of the 37th international symposium on automation and robotics in construction (ISARC)</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Kazuyoshi</surname>
</name>
<name>
<surname>Hisashi</surname>
</name>
<name>
<surname>Furuya</surname>
<given-names>Hiroshi</given-names>
</name>
<name>
<surname>Tateyama</surname>
</name>
<name>
<surname>Osumi and Kazuyoshi</surname>
</name>
<name>
<surname>Hisashi</surname>
</name>
<etal/>
</person-group> (<publisher-loc>Kitakyushu, Japan</publisher-loc>: <publisher-name>International Association for Automation and Robotics in Construction IAARC</publisher-name>), <fpage>1299</fpage>&#x2013;<lpage>1306</lpage>. <pub-id pub-id-type="doi">10.22260/ISARC2020/0178</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Breugel</surname>
<given-names>K. van</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Societal burden and engineering challenges of ageing infrastructure</article-title>. <source>Procedia Eng.</source> <volume>171</volume>, <fpage>53</fpage>&#x2013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1016/j.proeng.2017.01.309</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Burke</surname>
<given-names>W. W.</given-names>
</name>
</person-group> (<year>2018</year>). <source>Organization change: theory and practice</source>. <edition>5</edition>. <publisher-loc>Columbia University</publisher-loc>: <publisher-name>Sage Publications</publisher-name>.</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Burnes</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jackson</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Success and failure in organizational change: an exploration of the role of values</article-title>. <source>J. Change Manag.</source> <volume>11</volume>, <fpage>133</fpage>&#x2013;<lpage>162</lpage>. <pub-id pub-id-type="doi">10.1080/14697017.2010.524655</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Caldas</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Elkington</surname>
<given-names>R. W. T.</given-names>
</name>
<name>
<surname>O&#x2019;Connor</surname>
<given-names>J. T.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J.-Y.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Development of a method to retain experiential knowledge in capital projects organizations</article-title>. <source>J. Manag. Eng.</source> <volume>31</volume>, <fpage>04014083</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)ME.1943-5479.0000322</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Caminiti</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Royal Dutch Shell reskills workers in artificial intelligence as part of huge energy transition</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.cnbc.com/2020/04/03/royal-dutch-shell-reskills-workers-in-ai-part-of-energy-transition.html">https://www.cnbc.com/2020/04/03/royal-dutch-shell-reskills-workers-in-ai-part-of-energy-transition.html</ext-link> (Accessed February 3, 2023)</comment>.</citation>
</ref>
<ref id="B35">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Carson</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <source>Increasing the success rate for capital projects: servant leadership to the rescue?</source> <publisher-loc>Irving, Texas</publisher-loc>: <publisher-name>University of dallas</publisher-name>.</citation>
</ref>
<ref id="B36">
<citation citation-type="web">
<collab>CDP</collab> (<year>2021</year>). <article-title>Accelerating the rate of change: CDP strategy 2021-2025</article-title>. <comment>CDP Available at: <ext-link ext-link-type="uri" xlink:href="https://www.cdp.net/en/info/about-us/our-five-year-strategy">https://www.cdp.net/en/info/about-us/our-five-year-strategy</ext-link> (Accessed December 14, 2022)</comment>.</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ceesay</surname>
<given-names>L. B.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Exploring the influence of NGOs in corporate sustainability adoption: institutional-legitimacy perspective</article-title>. <source>Jindal J. Bus. Res.</source> <volume>9</volume>, <fpage>135</fpage>&#x2013;<lpage>147</lpage>. <pub-id pub-id-type="doi">10.1177/2278682120968969</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Chandrasekaran</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kalidas</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mir</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nel</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Parbhoo</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Rao</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <source>Capital projects 5.0: reimagining capital-project delivery</source>. <publisher-loc>Atlanta</publisher-loc>: <publisher-name>McKinsey and Company</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.mckinsey.com/capabilities/operations/our-insights/capital-projects-50-reimagining-capital-project-delivery">https://www.mckinsey.com/capabilities/operations/our-insights/capital-projects-50-reimagining-capital-project-delivery</ext-link>
</comment>.</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Hua</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wei</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Osman</surname>
<given-names>A. I.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Green construction for low-carbon cities: a review</article-title>. <source>Environ. Chem. Lett.</source> <volume>21</volume>, <fpage>1627</fpage>&#x2013;<lpage>1657</lpage>. <pub-id pub-id-type="doi">10.1007/s10311-022-01544-4</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Chengjie</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2019</year>). <source>Dissecting the impact of aging on productivity: an empirical analysis</source>. <publisher-loc>Singapore</publisher-loc>: <publisher-name>National University of Singapore</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://scholarbank.nus.edu.sg/handle/10635/156403">https://scholarbank.nus.edu.sg/handle/10635/156403</ext-link>
</comment>.</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chih</surname>
<given-names>Y.-Y.</given-names>
</name>
<name>
<surname>Zwikael</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Restubog</surname>
<given-names>S. L. D.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Enhancing value co-creation in professional service projects: the roles of professionals, clients and their effective interactions</article-title>. <source>Int. J. Proj. Manag.</source> <volume>37</volume>, <fpage>599</fpage>&#x2013;<lpage>615</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijproman.2019.04.001</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chong</surname>
<given-names>Y. T.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>C.-H.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Customer needs as moving targets of product development: a review</article-title>. <source>Int. J. Adv. Manuf. Technol.</source> <volume>48</volume>, <fpage>395</fpage>&#x2013;<lpage>406</lpage>. <pub-id pub-id-type="doi">10.1007/s00170-009-2282-6</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chowdhury</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Rasoulkhani</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Mostafavi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Jaselskis</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Stoa</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Guidelines for robust adaptation to environmental regulations in infrastructure projects</article-title>. <source>J. Constr. Eng. Manag.</source> <volume>146</volume>, <fpage>04020121</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)CO.1943-7862.0001908</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="book">
<collab>CII RT-341</collab> (<year>2019</year>). <source>FR-341- integrated project delivery for industrial projects</source>. <publisher-loc>Austin</publisher-loc>: <publisher-name>The University of Texas at Austin: Construction Industry Institute</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/project-program-management/topics/rt-341">https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/project-program-management/topics/rt-341</ext-link>
</comment>.</citation>
</ref>
<ref id="B45">
<citation citation-type="book">
<collab>CII RT-360</collab> (<year>2019</year>). <source>FR-360 - the future of the built environment</source>. <publisher-loc>Austin</publisher-loc>: <publisher-name>The University of Texas at Austin: Construction Industry Institute</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/general-cii-information/topics/rt-360">https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/general-cii-information/topics/rt-360</ext-link>
</comment>.</citation>
</ref>
<ref id="B46">
<citation citation-type="book">
<collab>CII RT-381</collab> (<year>2022</year>). <source>FR-381- jumpstarting your organizational change</source>. <publisher-loc>Austin</publisher-loc>: <publisher-name>The University of Texas at Austin: Construction Industry Institute</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/general-cii-information/topics/rt-360">https://www.construction-institute.org/resources/knowledgebase/knowledge-areas/general-cii-information/topics/rt-360</ext-link>
</comment>.</citation>
</ref>
<ref id="B47">
<citation citation-type="web">
<collab>Climate Action 100&#x2b;</collab> (<year>2022</year>). <article-title>The business case</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.cdp.net/en/info/about-us/our-five-year-strategy">https://www.cdp.net/en/info/about-us/our-five-year-strategy</ext-link>
</comment>.</citation>
</ref>
<ref id="B48">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Collings</surname>
<given-names>D. G.</given-names>
</name>
</person-group> (<year>2014</year>). &#x201c;<article-title>The contribution of talent management to organization success</article-title>,&#x201d; in <source>The wiley blackwell handbook of the psychology of training, development, and performance improvement</source> (<publisher-loc>New Jersey, United States</publisher-loc>: <publisher-name>John Wiley and Sons, Ltd</publisher-name>), <fpage>247</fpage>&#x2013;<lpage>260</lpage>. <pub-id pub-id-type="doi">10.1002/9781118736982.ch14</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="book">
<person-group person-group-type="editor">
<name>
<surname>Cooper</surname>
<given-names>A. F.</given-names>
</name>
<name>
<surname>English</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Thakur</surname>
<given-names>R.</given-names>
</name>
</person-group> (Editors) (<year>2002</year>). <source>Enhancing global governance: towards a new diplomacy?</source> (<publisher-loc>Tokyo</publisher-loc>: <publisher-name>UNU Press</publisher-name>).</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dadhich</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Genovese</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Acquaye</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Developing sustainable supply chains in the UK construction industry: a case study</article-title>. <source>Int. J. Prod. Econ.</source> <volume>164</volume>, <fpage>271</fpage>&#x2013;<lpage>284</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijpe.2014.12.012</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Dadi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Taylor</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Griffith</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ramadan</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2022</year>). <source>Technological capabilities of departments of transportation for digital project management and delivery. National cooperative highway research program project 20-05, synthesis topic 52-19</source>. <publisher-loc>Washington DC, USA</publisher-loc>: <publisher-name>The National Academies Press</publisher-name>. <pub-id pub-id-type="doi">10.17226/26738</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dalirazar</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sabzi</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Strategic analysis of barriers and solutions to development of sustainable buildings using PESTLE technique</article-title>. <source>Int. J. Constr. Manag.</source> <volume>23</volume>, <fpage>167</fpage>&#x2013;<lpage>181</lpage>. <pub-id pub-id-type="doi">10.1080/15623599.2020.1854931</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Dargham</surname>
<given-names>S. A.</given-names>
</name>
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Tohme</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hamzeh</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2019</year>). &#x201c;<article-title>Implementation of integrated project delivery in Lebanon: overcoming the challenges</article-title>,&#x201d; in <conf-name>Proc. 27th Annual Conference of the International Group for Lean Construction</conf-name>, <conf-loc>Dublin, Ireland</conf-loc>, <conf-date>3-5 July 2019</conf-date> (<publisher-name>IGLC</publisher-name>), <fpage>917</fpage>&#x2013;<lpage>928</lpage>.</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Darko</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>A. P. C.</given-names>
</name>
<name>
<surname>Adabre</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Edwards</surname>
<given-names>D. J.</given-names>
</name>
<name>
<surname>Hosseini</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Ameyaw</surname>
<given-names>E. E.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Artificial intelligence in the AEC industry: scientometric analysis and visualization of research activities</article-title>. <source>Autom. Constr.</source> <volume>112</volume>, <fpage>103081</fpage>. <pub-id pub-id-type="doi">10.1016/j.autcon.2020.103081</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Darwish</surname>
<given-names>M. M.</given-names>
</name>
<name>
<surname>Nejat</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ghebrab</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2012</year>). &#x201c;<article-title>Globalization and the new challenges for construction engineering education</article-title>,&#x201d; in <conf-name>2012 ASEE Annual Conference and Exposition (San Antonio, Texas), 25.674</conf-name>, <conf-loc>San Antonio, Texas</conf-loc>, <conf-date>June 10, 2012</conf-date>, <fpage>1</fpage>&#x2013;<lpage>25</lpage>.</citation>
</ref>
<ref id="B56">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>De Groote</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lefever</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Driving transformational change in the construction value chain: reaching the untapped potential. Brussels, Belgium: buildings performance Institute Europe (BPIE) and industrial innovation for competitiveness</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.bpie.eu/publication/construction-value-chain/">https://www.bpie.eu/publication/construction-value-chain/</ext-link>
</comment>(<comment>Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B57">
<citation citation-type="book">
<collab>Deloitte</collab> (<year>2021a</year>). <source>A call for accountability and action - the Deloitte global 2021 millennial and gen Z survey</source>. <comment>Deloitte Available at: <ext-link ext-link-type="uri" xlink:href="https://www2.deloitte.com/global/en/pages/about-deloitte/articles/millennialsurvey.html">https://www2.deloitte.com/global/en/pages/about-deloitte/articles/millennialsurvey.html</ext-link>.</comment>
</citation>
</ref>
<ref id="B58">
<citation citation-type="book">
<collab>Deloitte</collab> (<year>2021b</year>). <source>Global powers of construction 2021</source>. <comment>Deloitte Available at: <ext-link ext-link-type="uri" xlink:href="https://www.deloitte.com/global/en/Industries/energy/perspectives/deloitte-global-powers-of-construction.html">https://www.deloitte.com/global/en/Industries/energy/perspectives/deloitte-global-powers-of-construction.html</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B59">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Dickey</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Brogan</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Everaard</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Haskell</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <source>How do you reshape when today&#x2019;s future may not be tomorrow&#x2019;s reality? Oil and gas digital transformation and the workforce survey 2020</source>. <publisher-loc>East Washington</publisher-loc>: <publisher-name>EYGM Limited</publisher-name>.</citation>
</ref>
<ref id="B60">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Dworak</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>De Villiers</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Creating better experiences for oil and gas customers</article-title>. <comment>
<italic>Wall Str. J.</italic> Available at: <ext-link ext-link-type="uri" xlink:href="https://deloitte.wsj.com/articles/creating-better-experiences-for-oil-and-gas-customers-1538010140">https://deloitte.wsj.com/articles/creating-better-experiences-for-oil-and-gas-customers-1538010140</ext-link> (Accessed February 3, 2023)</comment>.</citation>
</ref>
<ref id="B61">
<citation citation-type="thesis">
<person-group person-group-type="author">
<name>
<surname>El Jazzar</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <source>Adapting through organizational change in capital project organizations</source>. <comment>Master&#x27;s Thesis</comment>.</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>El-Sayegh</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Romdhane</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Manjikian</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A critical review of 3D printing in construction: benefits, challenges, and risks</article-title>. <source>Arch. Civ. Mech. Eng.</source> <volume>20</volume>, <fpage>34</fpage>. <pub-id pub-id-type="doi">10.1007/s43452-020-00038-w</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="book">
<collab>Ernst and Young</collab> (<year>2020</year>). <source>2020 energy innovators: fueling the next-generation workforce</source>. <publisher-loc>Houston</publisher-loc>: <publisher-name>Hart Energy</publisher-name>.</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Errida</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lotfi</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The determinants of organizational change management success: literature review and case study</article-title>. <source>Int. J. Eng. Bus. Manag.</source> <volume>13</volume>, <fpage>184797902110162</fpage>. <pub-id pub-id-type="doi">10.1177/18479790211016273</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="book">
<collab>European Commission</collab> (<year>2020</year>). <source>Communication from the commission to the European parliament, the council, the European economic snd social committee and the committee of the regions: a renovation wave for Europe - greening our buildings, creating jobs, improving lives</source>. <publisher-loc>Brussels, Belgium</publisher-loc>: <publisher-name>European Commission</publisher-name>.</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eze</surname>
<given-names>C. E.</given-names>
</name>
<name>
<surname>Ugulu</surname>
<given-names>R. A.</given-names>
</name>
<name>
<surname>Egwunatum</surname>
<given-names>S. I.</given-names>
</name>
<name>
<surname>Awodele</surname>
<given-names>I. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Green building materials products and service market in the construction industry</article-title>. <source>J. Eng. Proj. Prod. Manag.</source> <volume>11</volume>, <fpage>89</fpage>&#x2013;<lpage>101</lpage>. <pub-id pub-id-type="doi">10.2478/jeppm-2021-0010</pub-id>
</citation>
</ref>
<ref id="B67">
<citation citation-type="web">
<collab>FHWA</collab> (<year>2022</year>). <article-title>Design build operate maintain (DBOM). Cent. Innov. Finance support</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.fhwa.dot.gov/ipd/alternative_project_delivery/defined/new_build_facilities/dbom.aspx">https://www.fhwa.dot.gov/ipd/alternative_project_delivery/defined/new_build_facilities/dbom.aspx</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B68">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Forrest</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Zeranski</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Vasconi</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Excellence in capital projects: a goal yet to be achieved. Kearney energy</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.kearney.com/energy/article/-/insights/excellence-in-capital-projects-a-goal-yet-to-be-achieved">https://www.kearney.com/energy/article/-/insights/excellence-in-capital-projects-a-goal-yet-to-be-achieved</ext-link>.</comment>
</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Franz</surname>
<given-names>B. W.</given-names>
</name>
<name>
<surname>Leicht</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>An alternative classification of project delivery methods used in the United States building construction industry</article-title>. <source>Constr. Manag. Econ.</source> <volume>34</volume>, <fpage>160</fpage>&#x2013;<lpage>173</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2016.1183800</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Freeman</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Engel</surname>
<given-names>J. S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Models of innovation: startups and mature corporations</article-title>. <source>Calif. Manage. Rev.</source> <volume>50</volume>, <fpage>94</fpage>&#x2013;<lpage>119</lpage>. <pub-id pub-id-type="doi">10.2307/41166418</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Fuchs</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hatami</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Huizenga</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Schmitz</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2022</year>). <source>Here comes the 21st century&#x2019;s first big investment wave. Is your capital strategy ready?</source> <publisher-loc>New York</publisher-loc>: <publisher-name>McKinsey Co</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.mckinsey.com/capabilities/operations/our-insights/here-comes-the-21st-centurys-first-big-investment-wave-is-your-capital-strategy-ready">https://www.mckinsey.com/capabilities/operations/our-insights/here-comes-the-21st-centurys-first-big-investment-wave-is-your-capital-strategy-ready</ext-link> (Accessed March 4, 2023)</comment>.</citation>
</ref>
<ref id="B72">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Fuchs</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kroll</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Nowicke</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2018</year>). <source>Capital projects: creating digital-first organizations</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>McKinsey Co</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.mckinsey.com/capabilities/operations/our-insights/capital-projects-creating-digital-first-organizations">https://www.mckinsey.com/capabilities/operations/our-insights/capital-projects-creating-digital-first-organizations</ext-link> (Accessed March 4, 2023)</comment>.</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Furlow</surname>
<given-names>N. E.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Greenwashing in the new millennium</article-title>. <source>J. Appl. Bus. Econ.</source> <volume>10</volume>, <fpage>22</fpage>&#x2013;<lpage>25</lpage>.</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gabrielova</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Buchko</surname>
<given-names>A. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Here comes generation Z: millennials as managers</article-title>. <source>Bus. Horiz.</source> <volume>64</volume>, <fpage>489</fpage>&#x2013;<lpage>499</lpage>. <pub-id pub-id-type="doi">10.1016/j.bushor.2021.02.013</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Gallagher</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Strategies for adapting to disruption in the construction industry. Constr. Exec</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.constructionexec.com/article/five-strategies-for-adapting-to-disruption-in-the-construction-industry">https://www.constructionexec.com/article/five-strategies-for-adapting-to-disruption-in-the-construction-industry</ext-link> (Accessed February 3, 2023)</comment>.</citation>
</ref>
<ref id="B76">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Gerdin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bj&#xf6;rkander</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Henriksson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nilbsy</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Singer</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2010</year>). &#x201c;<article-title>Change management in project-based organizations--a case study of a construction company</article-title>,&#x201d; in <source>PMI research and education conference</source> (<publisher-loc>Newtown Square, Pennsylvania</publisher-loc>: <publisher-name>Project Management Institute</publisher-name>). <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.pmi.org/learning/library/project-based-organizations-change-management-6471">https://www.pmi.org/learning/library/project-based-organizations-change-management-6471</ext-link>.</comment>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gerlak</surname>
<given-names>A. K.</given-names>
</name>
<name>
<surname>Elder</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Pavao-Zuckerman</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zuniga-Teran</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sanderford</surname>
<given-names>A. R.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Agency and governance in green infrastructure policy adoption and change</article-title>. <source>J. Environ. Policy Plan.</source> <volume>23</volume>, <fpage>599</fpage>&#x2013;<lpage>615</lpage>. <pub-id pub-id-type="doi">10.1080/1523908X.2021.1910018</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Guettler</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Building on the build back better act: big benefits for contractors and specialists. Infrastruct. Dev</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://coloradobuildermag.com/business-management/legislation-regulation/building-on-the-build-back-better-act-big-benefits-for-contractors-and-specialists/">https://coloradobuildermag.com/business-management/legislation-regulation/building-on-the-build-back-better-act-big-benefits-for-contractors-and-specialists/</ext-link>(Accessed December 14, 2022)</comment>.</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gunhan</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Arditi</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Factors affecting international construction</article-title>. <source>J. Constr. Eng. Manag.</source> <volume>131</volume>, <fpage>273</fpage>&#x2013;<lpage>282</lpage>. <pub-id pub-id-type="doi">10.1061/(asce)0733-9364(2005)131:3(273)</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hall</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Whyte</surname>
<given-names>J. K.</given-names>
</name>
<name>
<surname>Lessing</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Mirror-breaking strategies to enable digital manufacturing in silicon valley construction firms: a comparative case study</article-title>. <source>Constr. Manag. Econ.</source> <volume>38</volume>, <fpage>322</fpage>&#x2013;<lpage>339</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2019.1656814</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamid</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Tutt</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Thrown away like a banana leaf: precarity of labour and precarity of place for Tamil migrant construction workers in Singapore</article-title>. <source>Constr. Manag. Econ.</source> <volume>37</volume>, <fpage>513</fpage>&#x2013;<lpage>536</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2019.1595075</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hao</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bu</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Carbon emission reduction in prefabrication construction during materialization stage: a BIM-based life-cycle assessment approach</article-title>. <source>Sci. Total Environ.</source> <volume>723</volume>, <fpage>137870</fpage>. <pub-id pub-id-type="doi">10.1016/j.scitotenv.2020.137870</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hartzell</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2021</year>). &#x201c;<article-title>How internal and external factors drive organizational change</article-title>,&#x201d; in <source>Business 101: principles of management</source> (<publisher-loc>BONSALL</publisher-loc>: <publisher-name>Bagley Ventures Inc</publisher-name>).</citation>
</ref>
<ref id="B84">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Ammar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dadi</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2022</year>). &#x201c;<article-title>Preparing construction employers for the gen-Z workforce: a case study</article-title>,&#x201d; in <conf-name>Proceedings of the 30th Annual Conference of the International Group for Lean Construction (IGLC30)</conf-name>, <conf-loc>Edmonton, Canada</conf-loc>, <conf-date>July 25, 2022 - July 31, 2022</conf-date>, <fpage>808</fpage>&#x2013;<lpage>819</lpage>. <pub-id pub-id-type="doi">10.24928/2022/0193</pub-id>
</citation>
</ref>
<ref id="B85">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Ammar</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dadi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Tripathi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sturgill</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2023a</year>). &#x201c;<article-title>Wireless and sensing technologies in U.S. Highway projects: usage, maturity, challenges, and KPIs</article-title>,&#x201d; in <conf-name>International Conference on Transportation and Development 2021</conf-name>, <conf-loc>Austin, United States</conf-loc>, <conf-date>June 8&#x2013;10, 2021</conf-date> (<publisher-loc>Austin, Texas</publisher-loc>: <publisher-name>American Society of Civil Engineers</publisher-name>).</citation>
</ref>
<ref id="B86">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>El Jazzar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2023b</year>). &#x201c;<article-title>Exploring essential change practices for the successful execution of organizational change efforts</article-title>,&#x201d; in <conf-name>Proceedings of the Creative Construction Conference 2023</conf-name>, <conf-loc>Prague, Czechia</conf-loc>, <conf-date>Jun, 2023</conf-date> (<publisher-loc>Keszthely, Lake Balaton, Hungary</publisher-loc>: <publisher-name>Budapest University of Technology and Economics</publisher-name>).</citation>
</ref>
<ref id="B87">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dadi</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2023c</year>). &#x201c;<article-title>Factors influencing the adoption of construction 4.0 technologies by departments of transportation</article-title>,&#x201d; in <source>International conference on transportation and development (ICTD 2023)</source> (<publisher-loc>Austin, Texas</publisher-loc>: <publisher-name>American Society of Civil Engineers</publisher-name>).</citation>
</ref>
<ref id="B88">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2022b</year>). &#x201c;<article-title>The use of drones in the construction industry: applications and implementation</article-title>,&#x201d; in <source>Proceedings of the 39th international symposium on automation and robotics in construction</source>. Editors <person-group person-group-type="editor">
<name>
<surname>Linner</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Garc&#xed;a de Soto</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Hu</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Brilakis</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Bock</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>W.</given-names>
</name>
</person-group> (<publisher-loc>Alabama, USA</publisher-loc>: <publisher-name>International Association for Automation and Robotics in Construction IAARC</publisher-name>), <fpage>542</fpage>&#x2013;<lpage>549</lpage>. <pub-id pub-id-type="doi">10.22260/ISARC2022/0077</pub-id>
</citation>
</ref>
<ref id="B89">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2022a</year>). &#x201c;<article-title>Proposing a house for lean construction 4.0</article-title>,&#x201d; in <source>Lean construction 4.0: Driving a digital revolution of production management in the AEC industry</source> (<publisher-loc>England</publisher-loc>: <publisher-name>Routledge</publisher-name>), <fpage>50</fpage>&#x2013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1201/9781003150930-6</pub-id>
</citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haupt</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Harinarain</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>The image of the construction industry and its employment attractiveness</article-title>. <source>Acta Structilia</source> <volume>23</volume>, <fpage>79</fpage>&#x2013;<lpage>108</lpage>. <pub-id pub-id-type="doi">10.18820/24150487/as23i2.4</pub-id>
</citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heracleous</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Bartunek</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Organization change failure, deep structures and temporality: appreciating Wonderland</article-title>. <source>Hum. Relat.</source> <volume>74</volume>, <fpage>208</fpage>&#x2013;<lpage>233</lpage>. <pub-id pub-id-type="doi">10.1177/0018726720905361</pub-id>
</citation>
</ref>
<ref id="B92">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Hong</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Z. Z.</given-names>
</name>
</person-group> (<year>2011</year>). &#x201c;<article-title>Implementing sustainable management in construction industry</article-title>,&#x201d; in <source>Green building materials and energy-saving construction advanced materials research</source> (<publisher-loc>Switzerland</publisher-loc>: <publisher-name>Trans Tech Publications Ltd</publisher-name>), <fpage>85</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.4028/www.scientific.net/AMR.280.85</pub-id>
</citation>
</ref>
<ref id="B93">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hossain</surname>
<given-names>Md. A.</given-names>
</name>
<name>
<surname>Zhumabekova</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Paul</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Kim</surname>
<given-names>J. R.</given-names>
</name>
</person-group> (<year>2020b</year>). <article-title>A review of 3D printing in construction and its impact on the labor market</article-title>. <source>Sustainability</source> <volume>12</volume>, <fpage>8492</fpage>. <pub-id pub-id-type="doi">10.3390/su12208492</pub-id>
</citation>
</ref>
<ref id="B94">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hossain</surname>
<given-names>M. U.</given-names>
</name>
<name>
<surname>Ng</surname>
<given-names>S. T.</given-names>
</name>
<name>
<surname>Antwi-Afari</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Amor</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2020a</year>). <article-title>Circular economy and the construction industry: existing trends, challenges and prospective framework for sustainable construction</article-title>. <source>Renew. Sustain. Energy Rev.</source> <volume>130</volume>, <fpage>109948</fpage>. <pub-id pub-id-type="doi">10.1016/j.rser.2020.109948</pub-id>
</citation>
</ref>
<ref id="B95">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hughes</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Do 70 per cent of all organizational change initiatives really fail?</article-title> <source>J. Change Manag.</source> <volume>11</volume>, <fpage>451</fpage>&#x2013;<lpage>464</lpage>. <pub-id pub-id-type="doi">10.1080/14697017.2011.630506</pub-id>
</citation>
</ref>
<ref id="B96">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Huthwaite</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Ward</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2022</year>). <source>The rise of regionalization: how suppliers are rethinking supply chains</source>. <publisher-loc>USA</publisher-loc>: <publisher-name>RSM US LLP</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://rsmus.com/insights/industries/automotive/the-rise-of-regionalization-how-suppliers-are-rethinking-supply-chains.html">https://rsmus.com/insights/industries/automotive/the-rise-of-regionalization-how-suppliers-are-rethinking-supply-chains.html</ext-link>.</comment>
</citation>
</ref>
<ref id="B97">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Isaksson</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Hallencreutz</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Turner</surname>
<given-names>D.-M.</given-names>
</name>
<name>
<surname>Garvare</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2011</year>). &#x201c;<article-title>Change management from a stakeholder perspective</article-title>,&#x201d; in <source>Proceedings of QMOD conference on quality and services sciences</source> (<publisher-loc>San Sebastian, Spain</publisher-loc>: <publisher-name>Servicios de Publicaciones Universidad de Navarra</publisher-name>), <fpage>886</fpage>&#x2013;<lpage>901</lpage>.</citation>
</ref>
<ref id="B98">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Issa</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Chang</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Issa</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Sustainable business strategies and PESTEL framework</article-title>. <source>GSTF Int. J. Comput.</source> <volume>1</volume>, <fpage>73</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.5176/2010-2283_1.1.13</pub-id>
</citation>
</ref>
<ref id="B99">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Jansen van Vuuren</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Middleton</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2020</year>). <source>Methodology for quantifying the benefits of offsite construction</source>. <publisher-loc>Cambridge</publisher-loc>: <publisher-name>Camb. Univ. Res. Outputs</publisher-name>. <pub-id pub-id-type="doi">10.17863/CAM.64181</pub-id>
</citation>
</ref>
<ref id="B100">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jensen</surname>
<given-names>P. A.</given-names>
</name>
<name>
<surname>Thuvander</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Femenias</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Visscher</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Sustainable building renovation &#x2013; strategies and processes</article-title>. <source>Constr. Manag. Econ.</source> <volume>40</volume>, <fpage>157</fpage>&#x2013;<lpage>160</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2022.2045717</pub-id>
</citation>
</ref>
<ref id="B101">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jowkar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Temeljotov-Salaj</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Lindkvist</surname>
<given-names>C. M.</given-names>
</name>
<name>
<surname>St&#xf8;re-Valen</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Sustainable building renovation in residential buildings: barriers and potential motivations in Norwegian culture</article-title>. <source>Constr. Manag. Econ.</source> <volume>40</volume>, <fpage>161</fpage>&#x2013;<lpage>172</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2022.2027485</pub-id>
</citation>
</ref>
<ref id="B102">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Justina</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Emmanuel</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Samuel</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Impact of productivity on the survival of construction organisations in a competitive market</article-title>. <source>J. Manag. Inf. Decis. Sci.</source> <volume>25</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>.</citation>
</ref>
<ref id="B103">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kopalle</surname>
<given-names>P. K.</given-names>
</name>
<name>
<surname>Kumar</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Subramaniam</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>How legacy firms can embrace the digital ecosystem via digital customer orientation</article-title>. <source>J. Acad. Mark. Sci.</source> <volume>48</volume>, <fpage>114</fpage>&#x2013;<lpage>131</lpage>. <pub-id pub-id-type="doi">10.1007/s11747-019-00694-2</pub-id>
</citation>
</ref>
<ref id="B104">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kusimo</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Oyedele</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Akinade</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Oyedele</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Abioye</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Agboola</surname>
<given-names>A.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). <article-title>Optimisation of resource management in construction projects: a big data approach</article-title>. <source>World J. Sci. Technol. sustain. Dev.</source> <volume>16</volume>, <fpage>82</fpage>&#x2013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1108/WJSTSD-05-2018-0044</pub-id>
</citation>
</ref>
<ref id="B105">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lamas Leite</surname>
<given-names>J. G.</given-names>
</name>
<name>
<surname>de Brito Mello</surname>
<given-names>L. C. B. de B.</given-names>
</name>
<name>
<surname>Longo</surname>
<given-names>O. C.</given-names>
</name>
<name>
<surname>Cruz</surname>
<given-names>E. P.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Using analytic hierarchy process to optimize PESTEL scenario analysis tool in huge construction projects</article-title>. <source>Appl. Mech. Mater.</source> <volume>865</volume>, <fpage>707</fpage>&#x2013;<lpage>712</lpage>. <pub-id pub-id-type="doi">10.4028/www.scientific.net/amm.865.707</pub-id>
</citation>
</ref>
<ref id="B106">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lau</surname>
<given-names>S. E. N.</given-names>
</name>
<name>
<surname>Aminudin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Zakaria</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Saar</surname>
<given-names>C. C.</given-names>
</name>
<name>
<surname>Abidin</surname>
<given-names>N. I.</given-names>
</name>
<name>
<surname>Roslan</surname>
<given-names>A. F.</given-names>
</name>
<etal/>
</person-group> (<year>2019</year>). &#x201c;<article-title>Revolutionizing the future of the construction industry: strategizing and redefining challenges</article-title>,&#x201d; in <source>WIT transactions on the built environment</source> (<publisher-loc>Southampton, UK</publisher-loc>: <publisher-name>WIT Press</publisher-name>), <fpage>105</fpage>&#x2013;<lpage>115</lpage>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.witpress.com/elibrary/wit-transactions-on-the-built-environment/192/37536">https://www.witpress.com/elibrary/wit-transactions-on-the-built-environment/192/37536</ext-link>.</comment>
</citation>
</ref>
<ref id="B107">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Lawrence</surname>
<given-names>R. G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Technology will be key for contractors on IIJA jobs, say experts. Constr. Dive</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.constructiondive.com/news/technology-will-be-key-for-contractors-on-iija-jobs-say-experts/618741/">https://www.constructiondive.com/news/technology-will-be-key-for-contractors-on-iija-jobs-say-experts/618741/</ext-link>(Accessed February 3, 2023)</comment>.</citation>
</ref>
<ref id="B108">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lebling</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Ge</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Levin</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Waite</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Friedrich</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Elliott</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>State of climate action: assessing progress toward 2030 and 2050</article-title>. <source>World Resour. Inst. WRI Clim. Found. Httpswww Wri Orgpublicationstate-Clim.-Action-Assess.-Prog.--2030--2050</source> <volume>128</volume>. <pub-id pub-id-type="doi">10.46830/wrirpt.20.00001</pub-id>
</citation>
</ref>
<ref id="B109">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lewis</surname>
<given-names>T. M.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Impact of globalization on the construction sector in developing countries</article-title>. <source>Constr. Manag. Econ.</source> <volume>25</volume>, <fpage>7</fpage>&#x2013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1080/01446190600601248</pub-id>
</citation>
</ref>
<ref id="B110">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lim</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Pe&#xf1;a-Mora</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>P.-C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Corporate social responsibility on disaster resilience issues by international contractors</article-title>. <source>J. Manag. Eng.</source> <volume>37</volume>, <fpage>04020089</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)ME.1943-5479.0000861</pub-id>
</citation>
</ref>
<ref id="B111">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loosemore</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lim</surname>
<given-names>B. T. H.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Linking corporate social responsibility and organizational performance in the construction industry</article-title>. <source>Constr. Manag. Econ.</source> <volume>35</volume>, <fpage>90</fpage>&#x2013;<lpage>105</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2016.1242762</pub-id>
</citation>
</ref>
<ref id="B112">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loosemore</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lim</surname>
<given-names>B. T. H.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Mapping corporate social responsibility strategies in the construction and engineering industry</article-title>. <source>Constr. Manag. Econ.</source> <volume>36</volume>, <fpage>67</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2017.1326616</pub-id>
</citation>
</ref>
<ref id="B113">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maali</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Lines</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Smithwick</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hurtado</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sullivan</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Change management practices for adopting new technologies in the design and construction industry</article-title>. <source>J. Inf. Technol. Constr.</source> <volume>25</volume>, <fpage>325</fpage>&#x2013;<lpage>341</lpage>. <pub-id pub-id-type="doi">10.36680/J.ITCON.2020.019</pub-id>
</citation>
</ref>
<ref id="B114">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mansour</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Aminudin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Omar</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Al-Sarayreh</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Development of an impact-on-performance index (IPI) for construction projects in Malaysia: a delphi study</article-title>. <source>Int. J. Constr. Manag.</source> <volume>22</volume>, <fpage>2003</fpage>&#x2013;<lpage>2012</lpage>. <pub-id pub-id-type="doi">10.1080/15623599.2020.1762036</pub-id>
</citation>
</ref>
<ref id="B115">
<citation citation-type="web">
<collab>MarketsMarkets</collab> (<year>2019</year>). <article-title>3D printing construction market</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.researchandmarkets.com/reports/4832628/3d-printing-construction-market-by-material-type">https://www.researchandmarkets.com/reports/4832628/3d-printing-construction-market-by-material-type</ext-link> (Accessed March 3, 2023)</comment>.</citation>
</ref>
<ref id="B116">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Matthews</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Howell</surname>
<given-names>G. A.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Integrated project delivery an example of relational contracting</article-title>. <source>Lean Constr. J.</source> <volume>2</volume>, <fpage>46</fpage>&#x2013;<lpage>61</lpage>.</citation>
</ref>
<ref id="B117">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>McKay</surname>
<given-names>D. J.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Assessing business strategy options for active water treatment facility projects</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://core.ac.uk/download/pdf/56379658.pdf">https://core.ac.uk/download/pdf/56379658.pdf</ext-link>.</comment>
</citation>
</ref>
<ref id="B118">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Merriman</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Valerio</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Next-gen workforce: secret weapon or biggest challenge?</article-title> <comment>Ernst and Young LLP Available at: <ext-link ext-link-type="uri" xlink:href="https://www.ey.com/en_gl/consumer-products-retail/next-gen-workforce-secret-weapon-or-biggest-challenge">https://www.ey.com/en_gl/consumer-products-retail/next-gen-workforce-secret-weapon-or-biggest-challenge</ext-link>.</comment>
</citation>
</ref>
<ref id="B119">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mesa</surname>
<given-names>H. A.</given-names>
</name>
<name>
<surname>Molenaar</surname>
<given-names>K. R.</given-names>
</name>
<name>
<surname>Alarc&#xf3;n</surname>
<given-names>L. F.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Exploring performance of the integrated project delivery process on complex building projects</article-title>. <source>Int. J. Proj. Manag.</source> <volume>34</volume>, <fpage>1089</fpage>&#x2013;<lpage>1101</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijproman.2016.05.007</pub-id>
</citation>
</ref>
<ref id="B120">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mew</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Possible impacts of COVID-19 on construction markets</article-title>. <source>SNC-Lavalin Group Eng.</source> <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.snclavalin.com/en/beyond-engineering/possible-impacts-covid-19-on-construction-markets">https://www.snclavalin.com/en/beyond-engineering/possible-impacts-covid-19-on-construction-markets</ext-link>.</comment>
</citation>
</ref>
<ref id="B121">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moodley</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Smith</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Preece</surname>
<given-names>C. N.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Stakeholder matrix for ethical relationships in the construction industry</article-title>. <source>Constr. Manag. Econ.</source> <volume>26</volume>, <fpage>625</fpage>&#x2013;<lpage>632</lpage>. <pub-id pub-id-type="doi">10.1080/01446190801965368</pub-id>
</citation>
</ref>
<ref id="B122">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Murtagh</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Roberts</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Hind</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>The relationship between motivations of architectural designers and environmentally sustainable construction design</article-title>. <source>Constr. Manag. Econ.</source> <volume>34</volume>, <fpage>61</fpage>&#x2013;<lpage>75</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2016.1178392</pub-id>
</citation>
</ref>
<ref id="B123">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naderifar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Goli</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ghaljaie</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Snowball sampling: a purposeful method of sampling in qualitative research</article-title>. <source>Strides Dev. Med. Educ.</source> <volume>14</volume>. <pub-id pub-id-type="doi">10.5812/sdme.67670</pub-id>
</citation>
</ref>
<ref id="B124">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nagy</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Rossi</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hersberger</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Irigoyen</surname>
<given-names>S. D.</given-names>
</name>
<name>
<surname>Miller</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Schlueter</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Balancing envelope and heating system parameters for zero emissions retrofit using building sensor data</article-title>. <source>Appl. Energy</source> <volume>131</volume>, <fpage>56</fpage>&#x2013;<lpage>66</lpage>. <pub-id pub-id-type="doi">10.1016/j.apenergy.2014.06.024</pub-id>
</citation>
</ref>
<ref id="B125">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Musick</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jazzar</surname>
<given-names>M. E.</given-names>
</name>
</person-group> (<year>2022</year>). &#x201c;<article-title>Implications of digitization on a construction organization: a case study</article-title>,&#x201d; in <source>Proceedings of the creative construction e-conference 2022</source> (<publisher-loc>Budapest, Hungary</publisher-loc>: <publisher-name>Budapest University of Technology and Economics</publisher-name>), <fpage>71</fpage>&#x2013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.3311/CCC2022-011</pub-id>
</citation>
</ref>
<ref id="B126">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nawi</surname>
<given-names>M. N. M.</given-names>
</name>
<name>
<surname>Baluch</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Bahauddin</surname>
<given-names>A. Y.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Impact of fragmentation issue in construction industry: an overview</article-title>. <source>MATEC Web Conf.</source> <volume>15</volume>, <fpage>01009</fpage>. <pub-id pub-id-type="doi">10.1051/matecconf/20141501009</pub-id>
</citation>
</ref>
<ref id="B127">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Nyquist</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Design build construction: streamlining distributed generation and CHP based microgrids</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.districtenergy.org/viewdocument/1a-design-build-construction-stre">https://www.districtenergy.org/viewdocument/1a-design-build-construction-stre</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B128">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ogbeifun</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Mbohwa</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pretorius</surname>
<given-names>J. H. C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Developing key performance indicators using the delphi technique</article-title>. <source>FUTY J. Environ.</source> <volume>10</volume>, <fpage>27</fpage>&#x2013;<lpage>38</lpage>.</citation>
</ref>
<ref id="B129">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Omar</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Nancy</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Brian</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Strategies to achieve high adoption of organizational change initiatives within the AEC industry</article-title>. <source>J. Manag. Eng.</source> <volume>38</volume>, <fpage>04022021</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)ME.1943-5479.0001051</pub-id>
</citation>
</ref>
<ref id="B130">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Oparin</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Chepachenk</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Yudenk&#x43e;</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). &#x201c;<article-title>Problems in forming cost estimates for construction industry</article-title>,&#x201d; in <conf-name>CBU International Conference Proceedings 2016</conf-name>, <conf-loc>Prague, Czech Republic</conf-loc>, <conf-date>March 2016</conf-date>, <fpage>179</fpage>&#x2013;<lpage>186</lpage>.</citation>
</ref>
<ref id="B131">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Orze&#x142;</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wolniak</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Digitization in the design and construction industry&#x2014;remote work in the context of sustainability: a study from Poland</article-title>. <source>Sustainability</source> <volume>14</volume>, <fpage>1332</fpage>. <pub-id pub-id-type="doi">10.3390/su14031332</pub-id>
</citation>
</ref>
<ref id="B132">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pamidimukkala</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kermanshachi</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Development of strategies to improve health and safety of women in construction industry: a delphi method</article-title>. <source>Constr. Res. Congr.</source> <volume>2022</volume>, <fpage>314</fpage>&#x2013;<lpage>323</lpage>. <pub-id pub-id-type="doi">10.1061/9780784483985.032</pub-id>
</citation>
</ref>
<ref id="B133">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pellegrino</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Piva</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Innovation, industry and firm age: are there new knowledge production functions?</article-title> <source>Eurasian Bus. Rev.</source> <volume>10</volume>, <fpage>65</fpage>&#x2013;<lpage>95</lpage>. <pub-id pub-id-type="doi">10.1007/s40821-019-00129-6</pub-id>
</citation>
</ref>
<ref id="B134">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>A. H. S.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Influential factors associated with construction managers&#x2019; propensity to implement safety measures for older workers</article-title>. <source>Saf. Sci.</source> <volume>141</volume>, <fpage>105349</fpage>. <pub-id pub-id-type="doi">10.1016/j.ssci.2021.105349</pub-id>
</citation>
</ref>
<ref id="B135">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peterdy</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>PESTEL analysis: a framework to assess political, economic, social, technological, environmental, and legal factors</article-title>. <source>CFI Manag. Strategy Resour.</source> <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://corporatefinanceinstitute.com/resources/management/pestel-analysis/">https://corporatefinanceinstitute.com/resources/management/pestel-analysis/</ext-link>
</comment>(<comment>Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B136">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petrovic&#x2010;Lazarevic</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>The development of corporate social responsibility in the Australian construction industry</article-title>. <source>Constr. Manag. Econ.</source> <volume>26</volume>, <fpage>93</fpage>&#x2013;<lpage>101</lpage>. <pub-id pub-id-type="doi">10.1080/01446190701819079</pub-id>
</citation>
</ref>
<ref id="B137">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pfn&#xfc;r</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Wagner</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Transformation of the real estate and construction industry: empirical findings from Germany</article-title>. <source>J. Bus. Econ.</source> <volume>90</volume>, <fpage>975</fpage>&#x2013;<lpage>1019</lpage>. <pub-id pub-id-type="doi">10.1007/s11573-020-00972-4</pub-id>
</citation>
</ref>
<ref id="B138">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Phillips</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Construction&#x2019;s union membership remains consistent, as numbers across other industries dip. Constr. Dive</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.constructiondive.com/news/constructions-union-membership-remains-consistent-as-numbers-across-other/618125/">https://www.constructiondive.com/news/constructions-union-membership-remains-consistent-as-numbers-across-other/618125/</ext-link>(Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B139">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Phillips</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>How the PRO Act would change the construction industry. Constr. Dive</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.constructiondive.com/news/how-the-pro-act-would-change-the-construction-industry/594607/">https://www.constructiondive.com/news/how-the-pro-act-would-change-the-construction-industry/594607/</ext-link>(Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B140">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pourmokhtarian</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bakhshi</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Bannon</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Everett</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Construction and climate change; challenges and opportunities: a case study of the northeast U.S</article-title>. <source>IOP Conf. Ser. Mater. Sci. Eng.</source> <volume>1218</volume>, <fpage>012046</fpage>. <pub-id pub-id-type="doi">10.1088/1757-899X/1218/1/012046</pub-id>
</citation>
</ref>
<ref id="B141">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Prabhu</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>New strategy to achieve early monetisation of-oil, gas finds. Omaan dly. Obs. - bus</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.omanobserver.om/article/82967/Business/new-strategy-to-achieve-early-monetisation-of-oil-gas-finds">https://www.omanobserver.om/article/82967/Business/new-strategy-to-achieve-early-monetisation-of-oil-gas-finds</ext-link> (Accessed December 12, 2022)</comment>.</citation>
</ref>
<ref id="B142">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Quattrone</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hopper</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>What does organizational change mean? Speculations on a taken for granted category</article-title>. <source>Manag. Acc. Res.</source> <volume>12</volume>, <fpage>403</fpage>&#x2013;<lpage>435</lpage>. <pub-id pub-id-type="doi">10.1006/mare.2001.0176</pub-id>
</citation>
</ref>
<ref id="B143">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Quint</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2017</year>). <source>Young adults and the construction trades</source>. <publisher-loc>Washington</publisher-loc>: <publisher-name>National Association of Home Builders</publisher-name>.</citation>
</ref>
<ref id="B144">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramadan</surname>
<given-names>B. A.</given-names>
</name>
<name>
<surname>Taylor</surname>
<given-names>T. R. B.</given-names>
</name>
<name>
<surname>Real</surname>
<given-names>K. J.</given-names>
</name>
<name>
<surname>Goodrum</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>The construction industry from the perspective of the worker&#x2019;s social experience</article-title>. <source>Constr. Res. Congr.</source> <volume>2022</volume>, <fpage>611</fpage>&#x2013;<lpage>621</lpage>. <pub-id pub-id-type="doi">10.1061/9780784483985.062</pub-id>
</citation>
</ref>
<ref id="B145">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Regan</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>7 regulatory changes that can affect your business. ConnectTeam</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://connecteam.com/regulatory-changes-smb/">https://connecteam.com/regulatory-changes-smb/</ext-link>(Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B146">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Regan</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A closer look at how the trade war impacts small business. ConnectTeam</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://connecteam.com/trade-war-small-business/">https://connecteam.com/trade-war-small-business/</ext-link>(Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B147">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Ribeirinho</surname>
<given-names>M. J.</given-names>
</name>
<name>
<surname>Mischke</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Strube</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Sj&#xf6;din</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Blanco</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Palter</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <source>The next normal in construction: how disruption is reshaping the world&#x2019;s largest ecosystem</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>McKinsey and Company</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.mckinsey.com/capabilities/operations/our-insights/the-next-normal-in-construction-how-disruption-is-reshaping-the-worlds-largest-ecosystem">https://www.mckinsey.com/capabilities/operations/our-insights/the-next-normal-in-construction-how-disruption-is-reshaping-the-worlds-largest-ecosystem</ext-link>.</comment>
</citation>
</ref>
<ref id="B148">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rose</surname>
<given-names>T. M.</given-names>
</name>
<name>
<surname>Manley</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Adoption of innovative products on Australian road infrastructure projects</article-title>. <source>Constr. Manag. Econ.</source> <volume>30</volume>, <fpage>277</fpage>&#x2013;<lpage>298</lpage>. <pub-id pub-id-type="doi">10.1080/01446193.2012.665173</pub-id>
</citation>
</ref>
<ref id="B149">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Sammut-Bonnici</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Galea</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2014</year>). <source>PEST analysis</source>, <volume>12</volume>. <publisher-loc>New Jersey, United States</publisher-loc>: <publisher-name>Wiley Encycl. Manag</publisher-name>, <fpage>1</fpage>&#x2013;<lpage>7</lpage>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://doi-org.ezproxy.uky.edu/10.1002/9781118785317.weom120113">https://doi-org.ezproxy.uky.edu/10.1002/9781118785317.weom120113</ext-link>
</comment>.</citation>
</ref>
<ref id="B150">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schwatka</surname>
<given-names>N. V.</given-names>
</name>
<name>
<surname>Butler</surname>
<given-names>L. M.</given-names>
</name>
<name>
<surname>Rosecrance</surname>
<given-names>J. R.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>An aging workforce and injury in the construction industry</article-title>. <source>Epidemiol. Rev.</source> <volume>34</volume>, <fpage>156</fpage>&#x2013;<lpage>167</lpage>. <pub-id pub-id-type="doi">10.1093/epirev/mxr020</pub-id>
</citation>
</ref>
<ref id="B151">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scott-Young</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Samson</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Project success and project team management: evidence from capital projects in the process industries</article-title>. <source>J. Oper. Manag.</source> <volume>26</volume>, <fpage>749</fpage>&#x2013;<lpage>766</lpage>. <pub-id pub-id-type="doi">10.1016/j.jom.2007.10.006</pub-id>
</citation>
</ref>
<ref id="B152">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Sethi</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Goodman</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <source>Diversity and inclusion benchmarking survey</source>. <publisher-loc>Texas</publisher-loc>: <publisher-name>North America Data Sheet: PwC</publisher-name>.</citation>
</ref>
<ref id="B153">
<citation citation-type="book">
<collab>SHRM</collab> (<year>2016</year>). <source>Preparing for an aging workforce: oil, gas and mining industry toolkit for HR professionals</source>. <publisher-loc>Alexandria, VA, USA</publisher-loc>: <publisher-name>Society for Human Resource Management SHRM</publisher-name>.</citation>
</ref>
<ref id="B154">
<citation citation-type="book">
<collab>Skanska</collab> (<year>2021</year>). <source>Annual and sustainability report 2021</source>. <publisher-loc>Stockholm, Sweden</publisher-loc>: <publisher-name>Skanska Group HQ</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://group.skanska.com/investors/reports-publications/annual-reports/">https://group.skanska.com/investors/reports-publications/annual-reports/</ext-link>.</comment>
</citation>
</ref>
<ref id="B155">
<citation citation-type="web">
<collab>SmithSchafer</collab> (<year>2021</year>). <article-title>Tariffs and how they will impact your construction business. SmithSchafer bus. Tax constr. Real estate</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.smithschafer.com/blog/tariffs-how-they-will-impact-your-construction-business/">https://www.smithschafer.com/blog/tariffs-how-they-will-impact-your-construction-business/</ext-link>(Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B156">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sokas</surname>
<given-names>R. K.</given-names>
</name>
<name>
<surname>Dong</surname>
<given-names>X. S.</given-names>
</name>
<name>
<surname>Cain</surname>
<given-names>C. T.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Building a sustainable construction workforce</article-title>. <source>Int. J. Env. Res. Public Health</source> <volume>16</volume>, <fpage>4202</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph16214202</pub-id>
</citation>
</ref>
<ref id="B157">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Specht</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2022</year>). <source>3 Things to Consider Before Working at a Startup</source>. <publisher-name>Harvard Bussiness Review</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://hbr.org/2022/05/sm-pub-5-20-should-you-work-at-a-startup">https://hbr.org/2022/05/sm-pub-5-20-should-you-work-at-a-startup</ext-link> (Accessed May 27, 2023)</comment>.</citation>
</ref>
<ref id="B158">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spence</surname>
<given-names>D. B.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Corporate social responsibility in the oil and gas industry</article-title>. <source>Importance Reputational Risk</source> <volume>86</volume>, <fpage>59</fpage>&#x2013;<lpage>85</lpage>.</citation>
</ref>
<ref id="B159">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Stobierski</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Organizational change management: what it is and why it&#x2019;s important. Harv. Bus. Sch</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://online.hbs.edu/blog/post/organizational-change-management">https://online.hbs.edu/blog/post/organizational-change-management</ext-link> (Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B160">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Suddaby</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Foster</surname>
<given-names>W. M.</given-names>
</name>
<name>
<surname>Quinn Trank</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2010</year>). &#x201c;<article-title>Rhetorical history as a source of competitive advantage</article-title>,&#x201d; in <source>
<italic>The Globalization of strategy research</italic> advances in strategic management.</source> Editors <person-group person-group-type="editor">
<name>
<surname>Joel</surname>
<given-names>A. C. B.</given-names>
</name>
<name>
<surname>Lampel</surname>
<given-names>J.</given-names>
</name>
</person-group> (<publisher-loc>Bingley, United Kingdom</publisher-loc>: <publisher-name>Emerald Group Publishing Limited</publisher-name>), <fpage>147</fpage>&#x2013;<lpage>173</lpage>. <pub-id pub-id-type="doi">10.1108/S0742-3322(2010)0000027009</pub-id>
</citation>
</ref>
<ref id="B161">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Abbas</surname>
<given-names>H. S. M.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Gillani</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Ullah</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Raza</surname>
<given-names>M. A. A.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Role of capital investment, investment risks, and globalization in economic growth</article-title>. <source>Int. J. Finance Econ.</source> <volume>28</volume>, <fpage>1883</fpage>&#x2013;<lpage>1898</lpage>. <pub-id pub-id-type="doi">10.1002/ijfe.2514</pub-id>
</citation>
</ref>
<ref id="B162">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tetteh</surname>
<given-names>M. O.</given-names>
</name>
<name>
<surname>Chan</surname>
<given-names>A. P. C.</given-names>
</name>
<name>
<surname>Darko</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nani</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Factors affecting international construction joint ventures: a systematic literature review</article-title>. <source>Int. J. Constr. Manag.</source> <volume>0</volume>, <fpage>98</fpage>&#x2013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1080/15623599.2020.1850203</pub-id>
</citation>
</ref>
<ref id="B163">
<citation citation-type="web">
<collab>The Economist Intelligence Unit</collab> (<year>2020</year>). <article-title>The Great Unwinding: covid-19 and the regionalisation of global supply chains</article-title>. <comment>The Economist Intelligence Unit Available at: <ext-link ext-link-type="uri" xlink:href="https://www.eiu.com/n/campaigns/the-great-unwinding-covid-19-supply-chains-and-regional-blocs/">https://www.eiu.com/n/campaigns/the-great-unwinding-covid-19-supply-chains-and-regional-blocs/</ext-link>.</comment>
</citation>
</ref>
<ref id="B164">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Thiry</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2007</year>). &#x201c;<article-title>Creating project-based organizations to deliver value</article-title>,&#x201d; in <source>PMI&#xae; global congress 2007&#x2014;asia pacific (Hong Kong, people&#x2019;s Republic of China</source> (<publisher-loc>China, PA</publisher-loc>: <publisher-name>Project Management Institute</publisher-name>).</citation>
</ref>
<ref id="B165">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tijani</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>X.-H.</given-names>
</name>
<name>
<surname>Osei-Kyei</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>PESTEL analysis of mental health management of project management practitioners (PMPs) in architecture, engineering and construction (AEC) project organization</article-title>. <source>Smart Sustain. Built Environ. ahead-of-print</source>. <pub-id pub-id-type="doi">10.1108/SASBE-04-2022-0074</pub-id>
</citation>
</ref>
<ref id="B166">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tobias</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Why do so many organizational change efforts fail?</article-title> <source>Public Manag.</source> <volume>44</volume>, <fpage>35</fpage>.</citation>
</ref>
<ref id="B167">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tortajada</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Nongovernmental organizations and influence on global public policy</article-title>. <source>Asia Pac. Policy Stud.</source> <volume>3</volume>, <fpage>266</fpage>&#x2013;<lpage>274</lpage>. <pub-id pub-id-type="doi">10.1002/app5.134</pub-id>
</citation>
</ref>
<ref id="B168">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tripathi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Nassereddine</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Sturgill</surname>
<given-names>R. E.</given-names>
</name>
<name>
<surname>Dadi</surname>
<given-names>G. B.</given-names>
</name>
<name>
<surname>Hatoum</surname>
<given-names>M. B.</given-names>
</name>
<name>
<surname>Ammar</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>People, process, and technology maturity levels for successful technology implementation by state departments of transportation</article-title>. <source>Transp. Res. Rec.</source> <volume>0</volume>, <fpage>036119812311700</fpage>. <pub-id pub-id-type="doi">10.1177/03611981231170002</pub-id>
</citation>
</ref>
<ref id="B169">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tripathi</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Jha</surname>
<given-names>K. N.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Determining success factors for a construction organization: a structural equation modeling approach</article-title>. <source>J. Manag. Eng.</source> <volume>34</volume>, <fpage>04017050</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)ME.1943-5479.0000569</pub-id>
</citation>
</ref>
<ref id="B170">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turk</surname>
<given-names>&#x17d;.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Structured analysis of ICT adoption in the European construction industry</article-title>. <source>Int. J. Constr. Manag.</source> <volume>23</volume>, <fpage>756</fpage>&#x2013;<lpage>762</lpage>. <pub-id pub-id-type="doi">10.1080/15623599.2021.1925396</pub-id>
</citation>
</ref>
<ref id="B171">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Turkyilmaz</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Guney</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Karaca</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bagdatkyzy</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Sandybayeva</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Sirenova</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A comprehensive construction and demolition waste management model using PESTEL and 3R for construction companies operating in central asia</article-title>. <source>Sustainability</source> <volume>11</volume>, <fpage>1593</fpage>. <pub-id pub-id-type="doi">10.3390/su11061593</pub-id>
</citation>
</ref>
<ref id="B172">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Umar</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Key factors influencing the implementation of three-dimensional printing in construction</article-title>. <source>Proc. Inst. Civ. Eng. - Manag. Procure. Law</source> <volume>174</volume>, <fpage>104</fpage>&#x2013;<lpage>117</lpage>. <pub-id pub-id-type="doi">10.1680/jmapl.19.00029</pub-id>
</citation>
</ref>
<ref id="B173">
<citation citation-type="journal">
<collab>UNEP</collab> (<year>2017</year>). <article-title>Infrastructure</article-title>. <source>Hum. Rights Issues Sect.</source> <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.unepfi.org/humanrightstoolkit/infrastructure.php">https://www.unepfi.org/humanrightstoolkit/infrastructure.php</ext-link> (Accessed December 11, 2022)</comment>.</citation>
</ref>
<ref id="B174">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>VardiReddy</surname>
<given-names>P. K. R.</given-names>
</name>
</person-group> (<year>2017</year>). <source>Organizational change adoption within the AEC industry: change management practices and employee reactions to change</source>. <publisher-loc>Lawrence</publisher-loc>: <publisher-name>University of Kansas</publisher-name>. <comment>Civil engineering</comment>.</citation>
</ref>
<ref id="B175">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Vazquez</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Passaretti</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Valenzuela</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2016</year>). <source>3D opportunity for the talent gap: additive manufacturing and the workforce of the future</source>. <publisher-loc>New York</publisher-loc>: <publisher-name>Deloitte University Press</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www2.deloitte.com/us/en/insights/focus/3d-opportunity/3d-printing-talent-gap-workforce-development.html">https://www2.deloitte.com/us/en/insights/focus/3d-opportunity/3d-printing-talent-gap-workforce-development.html</ext-link> (Accessed March 2, 2023)</comment>.</citation>
</ref>
<ref id="B176">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Vennstr&#xf6;m</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>The construction client as a change agent - contextual support and obstacles</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="http://www.diva-portal.org/smash/get/diva2:991746/FULLTEXT01.pdf">http://www.diva-portal.org/smash/get/diva2:991746/FULLTEXT01.pdf</ext-link>.</comment>
</citation>
</ref>
<ref id="B177">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Voss</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Impact of customer integration on project portfolio management and its success&#x2014;developing a conceptual framework</article-title>. <source>Int. J. Proj. Manag.</source> <volume>30</volume>, <fpage>567</fpage>&#x2013;<lpage>581</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijproman.2012.01.017</pub-id>
</citation>
</ref>
<ref id="B178">
<citation citation-type="web">
<person-group person-group-type="author">
<name>
<surname>Walsh</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>An evaluation of the current state of unions in the construction industry and their future</article-title>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://digitalcommons.calpoly.edu/cmsp/114/">https://digitalcommons.calpoly.edu/cmsp/114/</ext-link>.</comment>
</citation>
</ref>
<ref id="B179">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wei</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Le</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wenting</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>PESTEL analysis of construction productivity enhancement strategies: a case study of three economies</article-title>. <source>J. Manag. Eng.</source> <volume>35</volume>, <fpage>05018013</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)ME.1943-5479.0000662</pub-id>
</citation>
</ref>
<ref id="B180">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wibowo</surname>
<given-names>M. A.</given-names>
</name>
<name>
<surname>Uda</surname>
<given-names>S. A. K. A.</given-names>
</name>
<name>
<surname>Zhabrinna</surname>
</name>
</person-group> (<year>2018</year>). <article-title>Reducing carbon emission in construction base on project life cycle (PLC)</article-title>. <source>MATEC Web Conf.</source> <volume>195</volume>, <fpage>06002</fpage>. <pub-id pub-id-type="doi">10.1051/matecconf/201819506002</pub-id>
</citation>
</ref>
<ref id="B181">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Winston</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>NGO strategies for promoting corporate social responsibility</article-title>. <source>Ethics Int. Aff.</source> <volume>16</volume>, <fpage>71</fpage>&#x2013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1111/j.1747-7093.2002.tb00376.x</pub-id>
</citation>
</ref>
<ref id="B182">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Winters</surname>
<given-names>L. A.</given-names>
</name>
</person-group> (<year>2014</year>). <source>Globalization, infrastructure, and inclusive growth</source>. <publisher-loc>Tokyo</publisher-loc>: <publisher-name>Asian Development Bank Institute</publisher-name>. <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.adb.org/sites/default/files/publication/156319/adbi-wp464.pdf">https://www.adb.org/sites/default/files/publication/156319/adbi-wp464.pdf</ext-link>.</comment>
</citation>
</ref>
<ref id="B183">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xia</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Olanipekun</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Conceptualising the state of the art of corporate social responsibility (CSR) in the construction industry and its nexus to sustainable development</article-title>. <source>J. Clean. Prod.</source> <volume>195</volume>, <fpage>340</fpage>&#x2013;<lpage>353</lpage>. <pub-id pub-id-type="doi">10.1016/j.jclepro.2018.05.157</pub-id>
</citation>
</ref>
<ref id="B184">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Manoosingh</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2018</year>). &#x201c;<article-title>Aging workforce and their safety and health concerns in the construction industry</article-title>,&#x201d; in <conf-name>54th ASC Annual International Conference Proceedings (Associated Schools of Construction)</conf-name>, <conf-loc>Minneapolis, United States</conf-loc>, <conf-date>April 18-21, 2018</conf-date>, <fpage>322</fpage>&#x2013;<lpage>329</lpage>.</citation>
</ref>
<ref id="B185">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yoon</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Pishdad-Bozorgi</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>State-of-the-Art review of blockchain-enabled construction supply chain</article-title>. <source>J. Constr. Eng. Manag.</source> <volume>148</volume>, <fpage>03121008</fpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)CO.1943-7862.0002235</pub-id>
</citation>
</ref>
<ref id="B186">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yousif</surname>
<given-names>O. S.</given-names>
</name>
<name>
<surname>Zakaria</surname>
<given-names>R. B.</given-names>
</name>
<name>
<surname>Aminudin</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Yahya</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Sam</surname>
<given-names>A. R. M.</given-names>
</name>
<name>
<surname>Singaram</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Review of big data integration in construction industry digitalization</article-title>. <source>Front. Built Environ.</source> <volume>7</volume>, <fpage>770496</fpage>. <pub-id pub-id-type="doi">10.3389/fbuil.2021.770496</pub-id>
</citation>
</ref>
<ref id="B187">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zahra</surname>
<given-names>S. A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Public and corporate governance and young global entrepreneurial firms</article-title>. <source>Corp. Gov. Int. Rev.</source> <volume>22</volume>, <fpage>77</fpage>&#x2013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1111/corg.12059</pub-id>
</citation>
</ref>
<ref id="B188">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zou</surname>
<given-names>P. X. W.</given-names>
</name>
<name>
<surname>Lun</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Cipolla</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Mohamed</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Cloud-based safety information and communication system in infrastructure construction</article-title>. <source>Saf. Sci.</source> <volume>98</volume>, <fpage>50</fpage>&#x2013;<lpage>69</lpage>. <pub-id pub-id-type="doi">10.1016/j.ssci.2017.05.006</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>