Towards Complexity and Dynamics: A Bibliometric-Qualitative Review of Network Research in Construction

Social network analysis (SNA) has gained increasing academic attention in the construction domain over the past two decades due to its capability to characterize the complexity and dynamics of interindividual and interorganizational interactions. To date, however, scant attempt has been made to develop an integrated framework to systematically review the diversified network research at different levels in this domain and to quantitatively characterize the evolution of related research interests and research instruments. This study aims to fill this gap by conducting a bibliometric-qualitative review based on 106 papers published from 1997 to 2020. Keyword cooccurrence analysis is employed to reveal the research foci, identify the research trends, and develop a comprehensive categorization framework, which classifies related research based on two interrelated dimensions: the type of network node (individual and organization) and the levelof network analysis (project level, corporate level, and industry level). The framework then facilitates further content analysis in terms of research topics, research designs, and research instruments. The results provide evidence that the research foci in this domain are generally moving towards addressing the complexity and dynamics of project-related relations at more diversified levels, in terms of not only research topics but also research instruments. Future research can be enriched by investigating the multiple types of dynamic interproject relationships, adopting state-of-the-art methodologies for network data collection and triangulation, and employing multiple SNA constructs and inferential statistical methods to reveal how complex networks coevolve and interact with actors’ behaviors as well as project and organizational outcomes.

[1]  Paul Chinowsky,et al.  The influence of generation on knowledge sharing connections and methods in construction and engineering organizations headquartered in the US , 2013 .

[2]  Gema Albort-Morant,et al.  A bibliometric analysis of international impact of business incubators , 2016 .

[3]  T. El-Diraby,et al.  Project collective mind: Unlocking project discussion networks , 2017 .

[4]  Xinyi Song,et al.  Promoting Information Transfer in Collaborative Projects through Network Structure Adjustment , 2020 .

[5]  Dongping Fang,et al.  Influence of Person-Organizational Fit on Construction Safety Climate , 2015 .

[6]  Shobha Ramalingam,et al.  Enabling conditions for the emergence and effective performance of technical and cultural boundary spanners in global virtual teams , 2011 .

[7]  Colin Duffield,et al.  Enhancing Trust-Based Interface Management in International Engineering-Procurement-Construction Projects , 2017 .

[8]  Kwong Wing Chau.  Monte Carlo simulation of construction costs using subjective data: response , 1997 .

[9]  Dag W. Aksnes,et al.  A Criteria-based Assessment of the Coverage of Scopus and Web of Science , 2019, J. Data Inf. Sci..

[10]  Min Liu,et al.  Task Variation and the Social Network of Construction Trades , 2014 .

[11]  X. Xue,et al.  Stakeholder management in construction : an empirical study to address research gaps in previous studies , 2011 .

[12]  S. Pryke.  Towards a social network theory of project governance , 2005 .

[13]  Paul Chinowsky,et al.  Project Organizations as Social Networks , 2010 .

[14]  Geoffrey Qiping Shen,et al.  Stakeholder complexity in large scale green building projects , 2018, Engineering, Construction and Architectural Management.

[15]  S. Sedita,et al.  The impact of inter-organizational relationships on contractors' success in winning public procurement projects: The case of the construction industry in the Veneto region , 2015 .

[16]  Rhonda K. Reger,et al.  A Content Analysis of the Content Analysis Literature in Organization Studies: Research Themes, Data Sources, and Methodological Refinements , 2007 .

[17]  Martin Loosemore,et al.  Structural holes in hospital organisations , 2013 .

[18]  Lars-Erik Gadde,et al.  The construction industry as a loosely coupled system: implications for productivity and innovation , 2002 .

[19]  Amy Javernick-Will,et al.  Inter-organizational resource coordination in post-disaster infrastructure recovery , 2017 .

[20]  Zhaohan Sheng,et al.  Analysis of Complexity of Unsafe Behavior in Construction Teams and a Multiagent Simulation , 2018, Complex..

[21]  Paul Chinowsky,et al.  Analyzing The Dynamics of Social Networks by Combining Psychometric Measures with Social Network Analysis , 2018 .

[22]  Rafael Sacks,et al.  Impacts of the Social Subcontract and Last Planner System Interventions on the Trade-Crew Workflows of Multistory Residential Construction Projects , 2016 .

[23]  J. Walters.  Exploring the use of social network analysis to inform exit strategies for rural water and sanitation NGOs , 2016 .

[24]  Oliver Hinz,et al.  New product adoption in social networks: Why direction matters , 2014 .

[25]  M. McHugh.  Interrater reliability: the kappa statistic , 2012, Biochemia medica.

[26]  Jochen I. Menges,et al.  The Microfoundations of Organizational Social Networks , 2015 .

[27]  Jinsong Zhang,et al.  Full-text citation analysis: A new method to enhance scholarly networks , 2013, J. Assoc. Inf. Sci. Technol..

[28]  Michael Atafo Adabre,et al.  The ends required to justify the means for sustainable affordable housing: A review on critical success criteria , 2018, Sustainable Development.

[29]  J. Taylor,et al.  The effects of organizational divisions on knowledge-sharing networks in multi-lateral communities of practice , 2015 .

[30]  Simon M. Hsiang,et al.  From Social Network to Data Envelopment Analysis: Identifying Benchmarks at the Site Management Level , 2014 .

[31]  Mason A. Carpenter,et al.  Social Network Research in Organizational Contexts , 2012 .

[32]  Stephen Pryke,et al.  Network gaps and project success , 2010 .

[33]  Limao Zhang,et al.  Collaborative relationship discovery in BIM project delivery: A social network analysis approach , 2020 .

[34]  J. Taylor,et al.  Mechanisms to Initiate Knowledge-Sharing Connections in Communities of Practice , 2017 .

[35]  E. Pellicer,et al.  Influence of Organizational Characteristics on Construction Project Performance Using Corporate Social Networks , 2018, Journal of Management in Engineering.

[36]  L. Hossain.  Effect of organisational position and network centrality on project coordination , 2009 .

[37]  Luis F. Alarcón,et al.  Understanding Interactions between Design Team Members of Construction Projects Using Social Network Analysis , 2020 .

[38]  Graham Winch,et al.  The construction firm and the construction project: a transaction cost approach , 1989 .

[39]  John E. Taylor,et al.  Characteristics and Evolution of Innovative Collaboration Networks in Architecture, Engineering, and Construction: Study of National Prize-Winning Projects in China , 2018, Journal of Construction Engineering and Management.

[40]  Travis J. Grosser,et al.  Understanding Work Teams From a Network Perspective: A Review and Future Research Directions , 2020 .

[41]  Luis F. Alarcón,et al.  Effects of Last Planner System Practices on Social Networks and the Performance of Construction Projects , 2018 .

[42]  Paul Chinowsky,et al.  Spanning Cultural and Geographic Barriers with Knowledge Pipelines in Multinational Communities of Practice , 2015 .

[43]  Martin Loosemore,et al.  Responsibility, power and construction conflict , 1999 .

[44]  Weisheng Xu,et al.  Evolutionary analysis of the collaboration networks within National Quality Award Projects of China , 2015 .

[45]  Matthew R. Hallowell,et al.  Measuring and modelling safety communication in small work crews in the US using social network analysis , 2013 .

[46]  P. Gloor,et al.  Speeding up decision-making in project environment: The effects of decision makers' collaboration network dynamics , 2018, International Journal of Project Management.

[47]  Xiaochun Luo,et al.  Dynamics of Project-Based Collaborative Networks for BIM Implementation: Analysis Based on Stochastic Actor-Oriented Models , 2017 .

[48]  Kevin A Hallgren,et al.  Computing Inter-Rater Reliability for Observational Data: An Overview and Tutorial. , 2012, Tutorials in quantitative methods for psychology.

[49]  Eddy M. Rojas,et al.  Social Network Analysis of Collaborative Ventures for Overseas Construction Projects , 2011 .

[50]  Stephen P. Mead.  Using Social Network Analysis to Visualize Project Teams , 2001 .

[51]  Amy Javernick-Will,et al.  Knowledge-sharing connections across geographical boundaries in global intra-firm networks , 2011 .

[52]  Jessica Kaminsky,et al.  Safety Communication Networks: Females in Small Work Crews , 2017 .

[53]  Ghang Lee,et al.  Design coordination strategies in a 2D and BIM mixed-project environment: social dynamics and productivity , 2017 .

[54]  G. Shen,et al.  Dynamic Network Analysis of Stakeholder Conflicts in Megaprojects: Sixteen-Year Case of Hong Kong-Zhuhai-Macao Bridge , 2020 .

[55]  Sevgi Zeynep Dogan,et al.  Assessing coordination performance based on centrality in an e-mail communication network , 2015 .

[56]  Andrew D.F. Price,et al.  Knowledge integration process in construction projects: a social network analysis approach to compare competitive and collaborative working , 2011 .

[57]  Paul Chinowsky,et al.  Social Network Model of Construction , 2008 .

[58]  A. Murray,et al.  The social network of the UK PPP secondary equity market – returns and competition in an emerging market , 2017 .

[59]  Stephen Pryke,et al.  Self-Organizing Networks in Complex Infrastructure Projects , 2018 .

[60]  Andreas Wald,et al.  Relational competence in complex temporary organizations: The case of a French hospital construction project network , 2013 .

[61]  P. Bonacich.  Power and Centrality: A Family of Measures , 1987, American Journal of Sociology.

[62]  Yun Le,et al.  Social network analysis and organizational control in complex projects: construction of EXPO 2010 in China , 2011 .

[63]  Social Network Analysis of Road PPP Equity Markets in Canada, Chile, and the United States , 2020 .

[64]  T. Snijders.  The statistical evaluation of social network dynamics , 2001 .

[65]  C. Phelps.  A Longitudinal Study of the Influence of Alliance Network Structure and Composition on Firm Exploratory Innovation , 2009 .

[66]  Chien-Liang Lin,et al.  Performance Measurement in the Public Sector: Example of the Building Administration Authorities in Taiwan , 2014 .

[67]  Jorge Renato Verschoore,et al.  Implications of Network Relations for the Governance of Complex Projects , 2018 .

[68]  Francisco Herrera,et al.  Science mapping software tools: Review, analysis, and cooperative study among tools , 2011, J. Assoc. Inf. Sci. Technol..

[69]  R. Yang,et al.  An investigation of stakeholder analysis in urban development projects: empirical or rationalistic perspectives , 2014 .

[70]  J. Verschoore,et al.  Effect of Relational Characteristics on Management of Wind Farm Interorganizational Construction Projects , 2019, Journal of Construction Engineering and Management.

[71]  Tugrul U. Daim,et al.  Forecasting emerging technologies: Use of bibliometrics and patent analysis , 2006 .

[72]  Martin Loosemore,et al.  Social network analysis: using a quantitative tool within an interpretative context to explore the management of construction crises , 1998 .

[73]  Martin Loosemore,et al.  The influence of communication structure upon management efficiency , 1998 .

[74]  Farook Hamzeh,et al.  Simulating the dynamics of social agents and information flows in BIM-based design , 2018, Automation in Construction.

[75]  Stephen Pryke,et al.  Projects and Networks: Understanding Resource Flows and Governance of Temporary Organizations with Quantitative and Qualitative Research Methods , 2018 .

[76]  Luz Stella Cardona-Meza,et al.  Modeling and Simulation of Project Management through the PMBOK® Standard Using Complex Networks , 2017, Complex..

[77]  C. Butts.  Social network analysis: A methodological introduction , 2008 .

[78]  Dulcy M. Abraham,et al.  Hybrid Approach to the Study of Inter-Organization High Performance Teams , 2013 .

[79]  Paul Chinowsky,et al.  Networks in engineering: an emerging approach to project organization studies , 2012 .

[80]  H. Doloi.  Community-Centric Model for Evaluating Social Value in Projects , 2018 .

[81]  Lianying Zhang,et al.  Party Selection for Integrated Project Delivery Based on Interorganizational Transactive Memory System , 2016 .

[82]  John E. Taylor,et al.  A bridge too far: examining the impact of facilitators on information transfer in global virtual project networks , 2012 .

[83]  John E. Taylor,et al.  Emergence and Role of Cultural Boundary Spanners in Global Engineering Project Networks , 2010 .

[84]  Paul Jen-Hwa Hu,et al.  Predicting Adoption Probabilities in Social Networks , 2012, Inf. Syst. Res..

[85]  K. Provan,et al.  Interorganizational Networks at the Network Level: A Review of the Empirical Literature on Whole Networks , 2007 .

[86]  Marcella M. Bonanomi,et al.  The impact of digital transformation on formal and informal organizational structures of large architecture and engineering firms , 2019, Engineering, Construction and Architectural Management.

[87]  Alexander Verbraeck,et al.  Formal and informal relations within BIM-enabled supply chain partnerships , 2017 .

[88]  Xiaoling Zhang,et al.  Analyzing collaborative relationships among industrialized construction technology innovation organizations: A combined SNA and SEM approach , 2018 .

[89]  Weisheng Lu,et al.  Exploring the Effects of Building Information Modeling on Projects: Longitudinal Social Network Analysis , 2020 .

[90]  Qi Wen,et al.  Collaborating with Construction Management Consultants in Project Execution: Responsibility Delegation and Capability Integration , 2017 .

[91]  Qinghua He,et al.  Mapping the managerial areas of Building Information Modeling (BIM) using scientometric analysis , 2017 .

[92]  Per Block,et al.  Forms of Dependence: Comparing SAOMs and ERGMs From Basic Principles , 2019 .

[93]  Tom A. B. Snijders,et al.  Introduction to stochastic actor-based models for network dynamics , 2010, Soc. Networks.

[94]  Lynda M. Bourne,et al.  A typology of operational approaches for stakeholder analysis and engagement , 2011 .

[95]  Tony Thorpe,et al.  Project-Specific Web Sites: Friend or Foe? , 2001 .

[96]  Xiaofan Lai,et al.  A Scientometric Review of System Dynamics Applications in Construction Management Research , 2020 .

[97]  Christopher J. Hartwell,et al.  Literature searches in systematic reviews and meta-analyses: A review, evaluation, and recommendations , 2020 .

[98]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[99]  B. Ashuri,et al.  BIM log mining: Discovering social networks , 2018, Automation in Construction.

[100]  P. V. Marsden,et al.  NETWORK DATA AND MEASUREMENT , 1990 .

[101]  Qi Wen,et al.  Coordination and Knowledge Sharing in Construction Project-Based Organization: A Longitudinal Structural Equation Model Analysis , 2016 .

[102]  Helen Lingard,et al.  Exploring the link between early constructor involvement in project decision-making and the efficacy of health and safety risk control , 2014 .

[103]  Daniel J. Brass,et al.  Network Analysis in the Social Sciences , 2009, Science.

[104]  Joseph H. M. Tah,et al.  Mapping the knowledge flow in sustainable construction project teams using social network analysis , 2017 .

[105]  Jonas Söderlund,et al.  The Interplay Between Formal and Informal Institutions in Projects , 2018, Project Management Journal.

[106]  David Krackardt,et al.  QAP partialling as a test of spuriousness , 1987 .

[107]  Xiaochun Luo,et al.  Relationship Network Structure and Organizational Competitiveness: Evidence from BIM Implementation Practices in the Construction Industry , 2018 .

[108]  M. Bosch-Rekveldt,et al.  Exploring the influence of external actors on the cooperation in public–private project organizations for constructing infrastructure , 2017 .

[109]  Martin Loosemore,et al.  Construction Crises as Periods of Social Adjustment , 1997 .

[110]  Heng Li,et al.  Dynamics of Collaborative Networks between Contractors and Subcontractors in the Construction Industry: Evidence from National Quality Award Projects in China , 2018, Journal of Construction Engineering and Management.

[111]  C. Comet.  Social capital and profits of small firms in the French construction industry , 2009 .

[112]  Albert P.C. Chan,et al.  Review of the application of social network analysis (SNA) in construction project management research , 2016 .

[113]  Albert P.C. Chan,et al.  Artificial intelligence in the AEC industry: Scientometric analysis and visualization of research activities , 2020 .

[114]  Hongdi Wang,et al.  Improving Social Sustainability in Construction: Conceptual Framework Based on Social Network Analysis , 2018, Journal of Management in Engineering.

[115]  R. Levitt,et al.  How Infrastructure Public–Private Partnership Projects Change Over Project Development Phases , 2018, Project Management Journal.

[116]  J. Verschoore,et al.  Interplay of Competition and Cooperation in Wind Farm Interorganizational Projects: Relational Approach , 2020 .

[117]  John E. Taylor,et al.  Paradigm Trajectories of Building Information Modeling Practice in Project Networks , 2009 .

[118]  Matthew R. Hallowell,et al.  Relationships among Language Proficiency, Communication Patterns, and Safety Performance in Small Work Crews in the United States , 2013 .

[119]  Rafael Sacks,et al.  Effects of the Last Planner System on Social Networks among Construction Trade Crews , 2015 .

[120]  Xiaochun Luo,et al.  Modeling Dynamics of Project-Based Collaborative Networks for BIM Implementation in the Construction Industry: Empirical Study in Hong Kong , 2019 .

[121]  Shyh-Chyang Lin,et al.  An Analysis for Construction Engineering Networks , 2015 .

[122]  Zhikun Ding,et al.  System Dynamics versus Agent-Based Modeling: A Review of Complexity Simulation in Construction Waste Management , 2018, Sustainability.

[123]  L. Hedges,et al.  How to Do a Systematic Review: A Best Practice Guide for Conducting and Reporting Narrative Reviews, Meta-Analyses, and Meta-Syntheses. , 2019, Annual review of psychology.

[124]  Liaquat Hossain,et al.  Communications network centrality correlates to organisational coordination , 2009 .

[125]  Amy Javernick-Will,et al.  Spanning Information and Knowledge across Subgroups and Its Effects on Individual Performance , 2016 .

[126]  Paul Chinowsky,et al.  Project Network Interdependency Alignment: New Approach to Assessing Project Effectiveness , 2011 .

[127]  Jacob Cohen.  A Coefficient of Agreement for Nominal Scales , 1960 .

[128]  Bryan Franz,et al.  Framework for Assessing Resilience in the Communication Networks of AEC Teams , 2018, Volume 8.

[129]  R. Tiong,et al.  Analysing the structure of public–private partnership projects using network theory , 2011 .

[130]  Yun Le,et al.  SYSTEM DYNAMICS MODELING FOR CONSTRUCTION MANAGEMENT RESEARCH: CRITICAL REVIEW AND FUTURE TRENDS , 2019, JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT.

[131]  Garry Robins,et al.  An introduction to exponential random graph (p*) models for social networks , 2007, Soc. Networks.

[132]  Liaquat Hossain,et al.  Communications and coordination in construction projects , 2009 .

[133]  Geoffrey Qiping Shen,et al.  Addressing stakeholder complexity and major pitfalls in large cultural building projects , 2017 .

[134]  Wendy Miller,et al.  Quantifying stakeholders’ influence on energy efficiency of housing: development and application of a four-step methodology , 2018 .

[135]  S. Pryke,et al.  Project governance: case studies on financial incentives , 2006 .

[136]  Beverly Pasian,et al.  Online Stakeholder Interactions in the Early Stage of a Megaproject , 2015 .

[137]  Simaan AbouRizk,et al.  Social network analysis of change management processes for communication assessment , 2020 .

[138]  Bhavana Pandit,et al.  Developing construction hazard recognition skill: leveraging safety climate and social network safety communication patterns , 2020 .

[139]  Helen Lingard,et al.  Understanding the dynamics of construction decision making and the impact on work health and safety , 2017 .

[140]  Tony W. Tong,et al.  The link between knowledge sharing connections and employee time savings: A social network analysis , 2017 .

[141]  Ignacio Castro,et al.  Antecedents of construction project coalitions: a study of the Spanish construction industry , 2009 .

[142]  John E. Taylor,et al.  Exploring Negotiation through Boundary Objects in Global Design Project Networks , 2012 .

[143]  Vernon D. Miller,et al.  Assessing key dimensions to effective innovation implementation in interorganizational project teams: an Integrated Project Delivery case , 2014 .

[144]  R. Burt.  Social Contagion and Innovation: Cohesion versus Structural Equivalence , 1987, American Journal of Sociology.

[145]  Lianying Zhang,et al.  Sharing Tacit Knowledge for Integrated Project Team Flexibility: Case Study of Integrated Project Delivery , 2013 .

[146]  Min Liu,et al.  Social network conformity and construction work plan reliability , 2017 .

[147]  L. Freeman.  Centrality in social networks conceptual clarification , 1978 .

[148]  Scott D. McClurg,et al.  Navigating the Range of Statistical Tools for Inferential Network Analysis , 2017 .

[149]  Yoon-Sun Lee,et al.  Topological Competiveness Based on Social Relationships in the Korean Construction-Management Industry , 2016 .

[150]  Min Liu,et al.  Using Pajek and Centrality Analysis to Identify a Social Network of Construction Trades , 2012 .

[151]  Mehrdad Arashpour,et al.  Collaboration in BIM-based construction networks: A bibliometric-qualitative literature review , 2017 .

[152]  H. Chong,et al.  Critical Review of Social Network Analysis Applications in Complex Project Management , 2018 .

[153]  Albert P.C. Chan,et al.  Critical Review of Labor Productivity Research in Construction Journals , 2014 .

[154]  Stephen Pryke,et al.  Resource provision ego-networks in small Greek construction firms , 2011 .