Structural Network Measures for Risk Assessment of Construction Projects
Publication: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering
Volume 6, Issue 1
Abstract
Risk assessment is an integral part of project management; however, its implementation is often challenging. One of the key challenges is how to collect reliable data for modeling risks. The objective of this paper is to introduce a network-based approach for risk assessment when data is limited or unreliable. The proposed structural network measures focus on relative connectivity of project tasks, resources, and risk events; or in other words, the data that are typically available from project planning and considered more reliable. The central concept is built upon the method called resource-based project risk management, which involves the identification and assessment of risks in terms of resource impacts and the subsequent effects on duration and/or cost of project tasks. The proposed methodology is illustrated using case study data.
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Data Availability Statement
Some or all data, models, or code generated or used during the study are available from the corresponding author by request.
References
Akintoye, A. S., and M. J. MacLeod. 1997. “Risk analysis and management in construction.” Int. J. Project Manage. 15 (1): 31–38. https://doi.org/10.1016/S0263-7863(96)00035-X.
Alsamadani, R., M. Hallowell, and A. N. Javernick-Will. 2013. “Measuring and modelling safety communication in small work crews in the US using social network analysis.” Constr. Manage. Econ. 31 (6): 568–579. https://doi.org/10.1080/01446193.2012.685486.
Ayyub, B. M. 2001. Elicitation of expert opinions for uncertainty and risks. Boca Raton, FL: CRC Press.
Baloi, D., and A. D. Price. 2003. “Modelling global risk factors affecting construction cost performance.” Int. J. Project Manage. 21 (4): 261–269. https://doi.org/10.1016/S0263-7863(02)00017-0.
Barney, J. 1991. “Firm resources and sustained competitive advantage.” J. Manage. 17: 99–120.
Chinowsky, P., J. Diekmann, and V. Galotti. 2008. “Social network model of construction.” J. Constr. Eng. Manage. 134 (10): 804–812. https://doi.org/10.1061/(ASCE)0733-9364(2008)134:10(804).
Choi, H. H., and S. Mahadevan. 2008. “Construction project risk assessment using existing database and project-specific information.” J. Eng. Manage. 134 (11): 894–903.
Damnjanovic, I., and K. Reinschmidt. 2019. “Data analytics for engineering and construction project risk management.” In Risk, systems and decisions. New York: Springer.
Dickinson, M. W., A. C. Thornton, and S. Graves. 2001. “Technology portfolio management: Optimizing interdependent projects over multiple time periods.” IEEE Trans. Eng. Manage. 48 (4): 518–527. https://doi.org/10.1109/17.969428.
Fang, C., F. Marle, E. Zio, and J. C. Bocquet. 2012. “Network theory-based analysis of risk interactions in large engineering projects.” Reliab. Eng. Syst. Saf. 106 (Oct): 1–10. https://doi.org/10.1016/j.ress.2012.04.005.
Govan, P. 2014. Causal network methods for integrated project portfolio risk analysis. College Station, TX: Texas A&M Univ.
Govan, P., and I. Damnjanovic. 2016. “The resource-based view on project risk management.” J. Constr. Eng. Manage. 142 (9): 04016034. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001136.
Ibe, O. C. 2011. Fundamentals of stochastic networks. Hoboken, NJ: Wiley.
Marle, F., L.-A. Vidal, and J.-C. Bocquet. 2013. “Interactions-based risk clustering methodologies and algorithms for complex project management.” Int. J. Prod. Econ. 142 (2): 225–234. https://doi.org/10.1016/j.ijpe.2010.11.022.
Pryke, S. 2012. Social network analysis in construction. Chichester, UK: Wiley.
Sosa, M. E. 2003. “Identifying modular and integrative systems and their impact on design team interactions.” Trans. ASME 125 (2): 240–252. https://doi.org/10.1115/1.1564074.
Sosa, M. E., S. D. Eppinger, and C. M. Rowles. 2007. “A network approach to define modularity of components in complex products.” J. Mech. Des. 129 (11): 1118–1129. https://doi.org/10.1115/1.2771182.
Steward, D. 1981. “The design structure matrix: A method for managing the design of complex systems.” IEEE Trans. Eng. Manage. EM-28 (3): 71–74. https://doi.org/10.1109/TEM.1981.6448589.
Walker, F., and S. D. Pryke. 2009. “Role, dimensions, and degrees of incompleteness in construction contract documentation.” In Proc., RICS Annual Construction, Building and Real Estate Research Conf. (COBRA), 1258–1275. Cape Town, South Africa: Univ. of Cape Town.
Wernerfelt, B. 1984. “A resource-based view of the firm.” Strategic Manage. J. 5 (2): 171–180. https://doi.org/10.1002/smj.4250050207.
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©2019 American Society of Civil Engineers.
History
Received: Mar 21, 2019
Accepted: Jul 11, 2019
Published online: Dec 12, 2019
Published in print: Mar 1, 2020
Discussion open until: May 12, 2020
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