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The cascade effect of collaborative innovation in infrastructure project networks

    Ruixue Zhang Affiliation
    ; Xiaolong Xue Affiliation
    ; Yuanxin Zhang Affiliation

Abstract

As infrastructure projects get larger and more complex, innovation, which is highly dependent on collaboration and interactions among stakeholders, is critical to meet the challenges. Nevertheless, the existing literature is lacking in terms of studies into the spread of cooperative behaviors in infrastructure project innovations, on which project success is highly contingent. Hence, based on network science theories, this study aims to shed light on the cascade processes of cooperative behaviors in the evolution of collaborative innovations within infrastructure project networks and the impact of various network structures on the cascade effect. The results indicate that the number of initial innovation adopters is positively correlated with the role that the initial adopters play and the cascade effect of collaborative innovation on infrastructure projects. It is also shown that the cascade effect of collaborative innovations is contingent on project network structures. Furthermore, the results also suggest that network connection is positively correlated with cascade speed, scale, and time to reach a stable state. This study is the first to explore the cascade effect of stakeholders’ interactions vis-a-vis collaborative innovation in infrastructure projects. The findings could assist policy-makers and project managers in taking appropriate measures to encourage innovation in infrastructure projects.

Keyword : infrastructure projects, collaborative innovation, cascade effect, cooperative behavior cascade, social network analysis, construction industry

How to Cite
Zhang, R., Xue, X., & Zhang, Y. (2021). The cascade effect of collaborative innovation in infrastructure project networks. Journal of Civil Engineering and Management, 27(3), 175-187. https://doi.org/10.3846/jcem.2021.14525
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Mar 17, 2021
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This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Abrahamson, E., & Rosenkopf, L. (1997). Social network effects on the extent of innovation diffusion: a computer simulation. Organization Science, 8(3), 289–309. https://doi.org/10.1287/orsc.8.3.289

Axelrod, R. (1997). Advancing the art of simulation in the social sciences. Complexity, 3(2), 21–40. https://doi.org/10.1002/(SICI)1099-0526(199711/12)3:2<16::AID-CPLX4>3.0.CO;2-K

Baiden, B. K., Price, A. D., & Dainty, A. R. (2006). The extent of team integration within construction projects. International Journal of Project Management, 24(1), 13–23. https://doi.org/10.1016/j.ijproman.2005.05.001

Baldwin, C. Y., & Von Hippel, E. A. (2011). Modeling a paradigm shift: from producer innovation to user and open collaborative innovation. Social Science Electronic Publishing, 22(6), 1399–1417. https://doi.org/10.2139/ssrn.1502864

Bertelsen, S. (2003). Construction as a complex system [Conference presentation]. 11th Annual Meeting of the Int. Group for Lean Construction, Lean Construction Institute, La Jolla, CA.

Bhaskarabhatla, A., & Hegde, D. (2014). An organizational perspective on patenting and open innovation. Organization Science, 26(6), 1744–1763. https://doi.org/10.1287/orsc.2014.0911

Bikhchandani, S., Hirshleifer, D., & Welch, I. (1992). A theory of fads, fashion, custom and cultural change as Informational cascades. Journal of Political Economy, 100(5), 992–1026. https://doi.org/10.1086/261849

Bond, R. M. (2019). Low-cost, high-impact altruistic punishment promotes cooperation cascades in human social networks. Scientific Reports, 9(1), 2061. https://doi.org/10.1038/s41598-018-38323-7

Bossink, B. (2007). The interorganizational innovation processes of sustainable building: A Dutch case of joint building innovation in sustainability. Building and Environment, 42(12), 4086–4092. https://doi.org/10.1016/j.buildenv.2006.11.020

Bossink, B. A. (2004). Managing drivers of innovation in construction networks. Journal of Construction Engineering and Management, 130(3), 337–345. https://doi.org/10.1061/(ASCE)0733-9364(2004)130:3(337)

Borgatti, S. P., & Foster, P. C. (2003). The network paradigm in organizational research: a review and typology. Journal of Management, 29(6), 991–1013. https://doi.org/10.1016/S0149-2063(03)00087-4

Brass, D. J., Galaskiewicz, J., Greve, H. R., & Tsai, W. (2004). Taking stock of networks and organizations: a multilevel perspective. Academy of Management Journal, 47(6), 795–817. https://doi.org/10.2307/20159624

Burton, R. M., & Obel, B. (1995). The validity of computational models in organization science: From model realism to purpose of the model. Computational & Mathematical Organization Theory, 1(1), 57–71. https://doi.org/10.1007/BF01307828

Calamel, L., Defélix, C., Picq, T., & Retour, D. (2012). Interorganisational projects in French innovation clusters: the construction of collaboration. International Journal Project Management, 30(1), 48–54. https://doi.org/10.1016/j.ijproman.2011.03.001

Chesbrough, H. W. (2006). Open business models: how to thrive in the new innovation landscape. Harvard Business School Publishing.

Chinowsky, P., Taylor, J. E., Marco, M. D. (2011). Project network interdependency alignment: new approach to assessing project effectiveness. Journal of Management in Engineering, 27(3), 170–178. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000048

Collins, R. (2004). Interaction ritual chains. Princeton: Princeton University Press. https://doi.org/10.1515/9781400851744

Cornick, T., & Mather, J. (1999). Construction project teams: making them work profitably. Thomas Telford. https://doi.org/10.1680/cptmtwp.27459

Enquist, M., & Leimar, O. (1993). The evolution of cooperation in mobile organisms. Animal Behaviour, 45(4), 747–757. https://doi.org/10.1006/anbe.1993.1089

Fehr, E., & Fischbacher, U. (2004). Social norms and human cooperation. Trends in Cognitive Sciences, 8(4), 185–190. https://doi.org/10.1016/j.tics.2004.02.007

Fischer, S. (1992). America calling: A social history of the telephone to 1940. University of California Press.

Fowler, J. H., & Christakis, N. A. (2010). Cooperative behavior cascades in human social networks. Proceedings of the National Academy of Sciences, 107(12), 5334–5338. https://doi.org/10.1073/pnas.0913149107

Girmscheid, G., & Rinas, T. (2012). Business design modeling for industrialization in construction: cooperative approach. Journal of Architectural Engineering, 18(2), 164–167. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000089

Granovetter, M. (1978). Threshold models of collective behavior. The American Journal of Sociology, 83(6), 1420–1443. https://doi.org/10.1086/226707

Hallegatte, S., Rentschler, J., & Rozenberg, J. (2019). Lifelines: The resilient infrastructure opportunity. The World Bank. https://doi.org/10.1596/978-1-4648-1430-3

Han, Y., Li, Y., Taylor, J. E., & Zhong, J. (2018). Characteristics and evolution of innovative collaboration networks in architecture, engineering, and construction: study of national prize-winning projects in China. Journal of Construction Engineering and Management, 144(6), 04018038.1–04018038.11. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001499

Hanaki, N., Peterhansl, A., Dodds, P. S., & Watts, D. J. (2007). Cooperation in evolving social networks. Management Science, 53(7), 1036–1050. https://doi.org/10.1287/mnsc.1060.0625

Herrera, R. F., Mourgues, C., Alarcón, L. F., & Pellicer, E. (2020). Understanding interactions between design team members of construction projects using social network analysis. Journal of Construction Engineering and Management, 146(6), 04020053. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001841

Holmen, E., Pedersen, A. C., & Torvatn, T. (2005). Building relationships for technological innovation. Journal of Business Research, 58(9), 1240–1250. https://doi.org/10.1016/j.jbusres.2003.10.010

Hong, S., Lv, C., Zhao, T., Wang, B., Wang, J., & Zhu, J. (2016). Cascading failure analysis and restoration strategy in an interdependent network. Journal of Physics A: Mathematical and Theoretical, 49(19), 195101. https://doi.org/10.1088/1751-8113/49/19/195101

Hong, S., Zhu, J., Braunstein, L. A., Zhao, T., & You, Q. (2017). Cascading failure and recovery of spatially interdependent networks. Journal of Statistical Mechanics: Theory and Experiment, 103208. https://doi.org/10.1088/1742-5468/aa8c36

Hossain, L. (2009). Effect of organizational position and network centrality on project coordination. International Journal of Project Management, 27(7), 680–689. https://doi.org/10.1016/j.ijproman.2008.11.004

Jackson, M.O., Watts, A. (2002). The evolution of social and economic networks. Journal of Economic Theory, 106(2), 265– 295. https://doi.org/10.1006/jeth.2001.2903

Kapsali, M. (2011). Systems thinking in innovation project management: a match that works. International Journal of Project Management, 29(4), 396–407. https://doi.org/10.1016/j.ijproman.2011.01.003

Kearns, M., Suri, S., & Montfort, N. (2006). An experimental study of the coloring problem on human subject networks. Science, 313, 824–827. https://doi.org/10.1126/science.1127207

Kearns, M., Judd, S., Tan, J., & Wortman, J. (2009). Behavioral experiments on biased voting in networks. Proceedings of the National Academy of Sciences, 106(5), 1347–1352. https://doi.org/10.1073/pnas.0808147106

Kermark, M., McKendrick, A.G. (1927). Contributions to the mathematical theory of epidemics. Proceedings of the Royal Society A Mathematical Physical & Engineering Sciences, 115, 700–721. https://doi.org/10.1098/rspa.1927.0118

Kilduff, M., & Tsai, W. (2003). Social networks and organizations. Sage. https://doi.org/10.4135/9781849209915

Klovdahl, A. S. (1985). Social networks and the spread of infectious diseases: The AIDS example. Social Science & Medicine, 11(21), 1203–1216. https://doi.org/10.1016/0277-9536(85)90269-2

Law, G. D. (2010). Network project management visualising collective knowledge to better understand and model a projectportfolio. University of Canberra, Australia.

Lee, C. Y., Chong, H. Y., Liao, P. C., & Wang, X. (2018). Critical review of social network analysis applications in complex project management. Journal of Management in Engineering, 34(2), 04017061. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000579

Lin, S. C. (2015). An analysis for construction engineering networks. Journal of Construction Engineering and Management, 141(5), 04014096. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000956

Liu, L., Han, C., & Xu, W. (2015). Evolutionary analysis of the collaboration networks within National Quality Award Projects of China. International Journal of Project Management, 33(3), 599–609. https://doi.org/10.1016/j.ijproman.2014.11.003

Loosemore, M. (1997). Construction crises as periods of social adjustment. Journal of Management in Engineering, 13(4), 30– 37. https://doi.org/10.1061/(ASCE)0742-597X(1997)13:4(30)

Loosemore, M. (1998). Social network analysis: using a quantitative tool within an interpretative context to explore the management of construction crises. Engineering Construction and Architectural Management, 5(4), 315–326. https://doi.org/10.1046/j.1365-232X.1998.54039.x

Loosemore, M. (2015). Construction innovation: Fifth generation perspective. Journal of Management in Engineering, 31(6), 04015012. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000368

Lu, Y., Li, Y., Skibniewski, M., Wu, Z., Wang, R., & Le, Y. (2015). Information and communication technology applications in architecture, engineering, and construction organizations: A 15-year review. Journal of Management in Engineering, 31(1), A4014010. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000319

Markus, M. L. (1987). Toward a “critical mass” theory of interactive media: Universal access, interdependence and diffusion. Communication Research, 14(5), 491–511. https://doi.org/10.1177/009365087014005003

Mead, S. P. (2001). Using social network analysis to visualize project teams. Project Management, 32(4), 32–38. https://doi.org/10.1177/875697280103200405

Moreno, J. L. (1960). The sociometry reader. The Free Press, Glencore, III.

Nowak, M. A. (2012). Evolving cooperation. Journal of Theoretical Biology, 299, 1–8. https://doi.org/10.1016/j.jtbi.2012.01.014

Ohtsuki, H., Hauert, C., Lieberman, E., & Nowak, M. A. (2006). A simple rule for the evolution of cooperation on graphs and social networks. Nature, 441, 502–505. https://doi.org/10.1038/nature04605

Powell, W. W., Koput, K. W., & Smithdoerr, L. (1996). Interorganizational collaboration and the locus of innovation: networks of learning in biotechnology. Administrative Science Quarterly, 41(1), 116–145. https://doi.org/10.2307/2393988

Powell, W. W. (1990). Neither market nor hierarchy: network forms of organization. Research in Organizational Behavior, 12, 295–336.

Pryke, S. D. (2004). Analyzing construction project coalitions: exploring the application of social network analysis. Construction Management and Economics, 22, 787–797. https://doi.org/10.1080/0144619042000206533

Rutten, M. E. J., Dorée, A. G., & Halman, J. I. M. (2009). Innovation and interorganizational cooperation: a synthesis of literature. Construction Innovation, 9(3), 285–297. https://doi.org/10.1108/14714170910973501

Sandhu, M., & Helo, P. (2006). Network approach to project business analysis. Engineering, Construction and Architectural Management, 213(6), 600–615. https://doi.org/10.1108/09699980610712391

Santos, F. C., Santos, M. D., & Pacheco, J. M. (2008). Social diversity promotes the emergence of cooperation in public goods games. Nature, 454, 213–216. https://doi.org/10.1038/nature06940

Schlesinger, S. (1979). Terminology for model credibility. Simulation, 32(3), 103–104. https://doi.org/10.1177/003754977903200304

Serrano, V., & Fischer, T. (2007). Collaborative innovation in ubiquitous systems. Journal of Intelligent Manufacturing, 18, 599–615. https://doi.org/10.1007/s10845-007-0064-2

Skyrms, B., & Pemantle, R. (2000). A dynamic model of social network formation. Proceedings of the National Academy of Sciences of the United States of America, 97(16), 9340–9346. https://doi.org/10.1073/pnas.97.16.9340

Son, J., & Rojas, E. M. (2009). Understanding collaborative working processes of temporary project teams in large-scale construction projects. In Construction Research Congress 2009 (pp. 856–865). https://doi.org/10.1061/41020(339)87

Son, J. W, & Rojas, E. M. (2011). Evolution of collaboration in temporary project teams: An agent-based modeling and simulation approach, Journal of Construction Engineering and Management, 137(8), 619–628. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000331

Stinchcombe, A. L. (1959). Bureaucratic and craft administration of production: a comparative study. Administrative Science Quarterly, 4(2), 168–187. https://doi.org/10.2307/2390676

Taylor, J. E., & Levitt, R. (2007). Innovation alignment and project network dynamics: an integrative model for change. Project Management Journal, 38(3), 22–35. https://doi.org/10.1002/pmj.20003

Taylor, J. E., Levitt, R., & Villarroel, J. A. (2009). Simulating learning dynamics in project networks. Journal of Construction Engineering and Management, 135(10), 1009–1015. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000065

Tichy, N. M., Tushman, M. L., & Fombrun, C. (1979). Social network analysis for organizations. The Academy of Management Review, 4(4), 507–519. https://doi.org/10.5465/amr.1979.4498309

Turner, J. R., & Müller, R. (2003). On the nature of the project as a temporary organization. International Journal of Project Management, 21(1), 1–8. https://doi.org/10.1016/S0263-7863(02)00020-0

Unsal, H. I., & Taylor, J. E. (2011). Modeling interfirm dependency: Game theoretic simulation to examine the holdup problem in project networks. Journal of Construction Engineering and Management, 137(4), 284–293. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000286

Van Duijn, M. A. J., & Vermunt, J. K. (2006). What is special about social network analysis? Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 2(1), 2–6. https://doi.org/10.1027/1614-2241.2.1.2

Vespignani, A. (2009). Predicting the behavior of techno-social systems. Science, 325, 425–428. https://doi.org/10.1126/science.1171990

Watts, D. J., & Strogatz, H. S. (1998). Collective dynamics of ‘small-world’ networks. Nature, 393, 440–442. https://doi.org/10.1038/30918

Weber, J. M., & Murnighan, J. K. (2008). Suckers or saviors? Consistent contributors in social dilemmas. Journal of Personality and Social Psychology, 95(6), 1340–1353. https://doi.org/10.1037/a0012454

Welch, I. (1992). Sequential sales, learning, and cascades. Journal of Finance, 47(2), 695–732. https://doi.org/10.2307/2329120

Xue, X., Zhang, R.X., Wang, L., Fan H. Q., Yang, R. J., & Dai, J. (2018). Collaborative innovation in construction project: a social network perspective. KSCE Journal of Civil Engineering, 22(2), 417–427. https://doi.org/10.1007/s12205-017-1342-y

Yepes, V., Pellicer, E., Alarcón, L. F., & Correa, C. L. (2016). Creative innovation in Spanish construction firms. Journal of Professional Issues in Engineering Education and Practice, 142(1), 04015006. https://doi.org/10.1061/(asce)ei.1943-5541.0000251

Zhang, Y., Chini, A., Minchin Jr, R. E., Ptschelinzew, L., & Shah, D. (2018). Performance of seven highway construction contracting methods analyzed by project size. Frontiers of Engineering Management, 5(2), 240–250. https://doi.org/10.15302/J-FEM-2018040

Zhu, J., & Mostafavi, A. (2017). Metanetwork framework for integrated performance assessment under uncertainty in construction projects. Journal of Computing in Civil Engineering, 31(1), 04016042. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000613