A Dynamic Model to Assess the Role of Site Supervision Systems in the Safety Performance of Construction Projects
Publication: Journal of Construction Engineering and Management
Volume 150, Issue 3
Abstract
Although prior research has examined the influence of site supervision on construction safety, a comprehensive systems-level perspective incorporating interdependent relationships among key variables has yet to be fully investigated. In particular, the intervariable mechanisms by which owners impact contractor safety behaviors require further elucidation through a system dynamics (SD) approach. A primary objective of this study is to identify the feedback mechanisms that affect the safety performance of a project as a result of the site supervision systems using SD. The identification of relevant safety variables and the creation of a conceptual causal loop diagram incorporating key variables facilitate the development of corrective actions. After creating a qualitative SD model based on the identified safety variables, the Delphi technique is employed for validation. Lastly, a portion of the validated conceptual model is selected for quantitative analysis. The simulation model is validated through behavior reproduction and sensitivity analysis tests. The results indicate the accurate performance of the quantitative model in capturing the system’s behavior. For instance, it suggests that the owner’s safety role is a root cause of accidents in construction projects, and owners can influence the safety performance of projects through contractors. The findings revealed an insignificant relationship between changes in the number of accidents and the frequency of owner’s representative site visits. Moreover, the quantitative SD model shows that schedule delays should be considered in planning for safety performance improvement in addition to effective safety actions. Practitioners may use the SD model in three ways: detecting the safety outcome during the project, assessing impacts of various model variables on safety outcome, and creating new policies or corrective actions in response to project changes. This paper contributes to the understanding of how site supervision systems impact safety performance in construction projects, providing practitioners with a valuable tool to enhance safety outcomes.
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Data Availability Statement
Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request. Access to the data, models, or code can be obtained through the provided link: https://drive.google.com/drive/folders/1aqH0B6dj7ObFjhC3dOB-Nrc8Olyb_JqR.
References
Albert, A., M. R. Hallowell, and B. M. Kleiner. 2014. “Experimental field testing of a real-time construction hazard identification and transmission technique.” Construct. Manage. Econ. 32 (10): 1000–1016. https://doi.org/10.1080/01446193.2014.929721.
Alexander, D., M. R. Hallowell, and J. Gambatese. 2017. “Precursors of construction fatalities. I: Iterative experiment to test the predictive validity of human judgment.” J. Constr. Eng. Manage. 143 (7): 1–12. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001304.
Alruqi, W. M., and M. R. Hallowell. 2019. “Critical success factors for construction safety: Review and meta-analysis of safety leading indicators.” J. Constr. Eng. Manage. 145 (3): 04019005-1–04019005-11. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001626.
Box, G. E. P., G. M. Jenkins, G. C. Reinsel, and G. M. Ljung. 2008. Time series analysis: Forecasting and control. Hoboken, NJ: Wiley.
Carter, G., and S. D. Smith. 2006. “Safety hazard identification on construction projects.” J. Constr. Eng. Manage. 132 (2): 197–205. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:2(197).
Cheng, E. W. L., N. Ryan, and S. Kelly. 2012. “Exploring the perceived influence of safety management practices on project performance in the construction industry.” Saf. Sci. 50 (2): 363–369. https://doi.org/10.1016/j.ssci.2011.09.016.
Chih, Y. Y., K. Kiazad, D. Cheng, J. A. L. Lajom, and S. L. D. Restubog. 2017. “Feeling positive and productive: Role of supervisor-worker relationship in predicting construction workers’ performance in the Philippines.” J. Constr. Eng. Manage. 143 (8): 1–10. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001346.
Chunxianga, W. 2012. “Safety responsibilities for owner and example in public works.” Proc. Eng. 43 (Jun): 523–527. https://doi.org/10.1016/j.proeng.2012.08.091.
Cooke, D. L. 2003. “A system dynamics analysis of the Westray mine disaster.” J. Syst. Dyn. Soc. 19 (2): 139–166. https://doi.org/10.1002/sdr.268.
Cooke, D. L., and T. R. Rohleder. 2006. “Learning from incidents: From normal accidents to high reliability.” Syst. Dyn. Rev. 22 (3): 213–239. https://doi.org/10.1002/sdr.338.
Cooper, K. G. 1980. “Naval ship procurement: A claim settled and a framework built.” Interfaces 10 (6): 20–36. https://doi.org/10.1287/inte.10.6.20.
Dadashi Haji, M., B. Behnam, M. Sebt, A. Ardeshir, and A. Katooziani. 2022. “BIM-based safety leading indicators measurement tool for construction sites.” Int. J. Civ. Eng. 21 (2): 265–282. https://doi.org/10.1007/s40999-022-00754-9.
Fang, D., Y. Wang, H. W. Lim, L. Ma, B. Gu, and Y. Huang. 2022. “Construction of a Bayesian network based on leadership-culture-behavior model to improve owner safety management behavior.” J. Constr. Eng. Manage. 149 (3): 04022177. https://doi.org/10.1061/JCEMD4.COENG-12465.
Fang, D., C. Wu, and H. Wu. 2015. “Impact of the supervisor on worker safety behavior in construction projects.” J. Manage. Eng. 31 (6): 04015001. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000355.
Fernández-Muñiz, B., J. M. Montes-Peón, and C. J. Vázquez-Ordás. 2009. “Relation between occupational safety management and firm performance.” Saf. Sci. 47 (7): 980–991. https://doi.org/10.1016/j.ssci.2008.10.022.
Fung, I. W. H., and V. M. Y. Tam. 2013. “Development of an empirical model for selecting accident prevention measures for construction managers.” Int. J. Constr. Manage. 13 (1): 39–51. https://doi.org/10.1080/15623599.2013.10773204.
Gambatese, J. 2000. “Owner involvement in construction site safety.” In Proc., Construction Congress VI, 661–670. Reston, VA: ASCE. https://doi.org/10.1061/40475(278)71.
Guo, B. H. W., T. W. Yiu, and V. A. González. 2015. “Identifying behaviour patterns of construction safety using system archetypes.” Accid. Anal. Prev. 80 (July): 125–141. https://doi.org/10.1016/j.aap.2015.04.008.
Guo, B. H. W., T. W. Yiu, V. A. González, and Y. M. Goh. 2019. “Developing a generic and aggregate model of system dynamics for construction safety.” Civ. Eng. Environ. Syst. 35 (Mar): 6–21. https://doi.org/10.1080/10286608.2019.1595603.
Hallowell, M. R., S. Bhandari, and W. Alruqi. 2019. “Methods of safety prediction: Analysis and integration of risk assessment, leading indicators, precursor analysis, and safety climate.” Construct. Manage. Econ. 38 (4): 308–321. https://doi.org/10.1080/01446193.2019.1598566.
Han, S., F. Saba, S. Lee, Y. Mohamed, and F. Peña-Mora. 2014. “Toward an understanding of the impact of production pressure on safety performance.” Accid. Anal. Prev. 68 (Aug): 106–116. https://doi.org/10.1016/j.aap.2013.10.007.
Hinze, J. 1993. Construction contracts. New York: McGraw-Hill.
Hinze, J., and J. Gambatese. 2003. “Factors that influence safety performance of specialty contractors.” J. Constr. Eng. Manage. 129 (2): 159–164. https://doi.org/10.1061/(ASCE)0733-9364(2003)129:2(159).
Hinze, J., M. Hallowell, and K. Baud. 2013a. “Construction-safety best practices and relationships to safety performance.” J. Constr. Eng. Manage. 139 (10): 04013006. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000751.
Hinze, J., S. Thurman, and A. Wehle. 2013b. “Leading indicators of construction safety performance.” Saf. Sci. 51 (1): 23–28. https://doi.org/10.1016/j.ssci.2012.05.016.
Hou, W., X. Liu, and D. Chen. 2011. “Payment problems, cash flow and profitability of construction project: A system dynamics model.” Int. J. Econ. Manage. Eng. 5 (10): 1266–1272. https://doi.org/10.5281/zenodo.1055891.
Huang, X., and J. Hinze. 2006. “Owner’s role in construction safety.” J. Constr. Eng. Manage. 132 (2): 164–173. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:2(164).
Jiang, L., G. Yu, Y. Li, and F. Li. 2010. “Perceived colleagues’ safety knowledge/behavior and safety performance: Safety climate as a moderator in a multilevel study.” Accid. Anal. Prev. 42 (5): 1468–1476. https://doi.org/10.1016/j.aap.2009.08.017.
Jiang, Z., D. Fang, and M. Zhang. 2015. “Understanding the causation of construction workers’ unsafe behaviors based on system dynamics modeling.” J. Manage. Eng. 31 (6): 04014099. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000350.
Karimi, H., and H. Taghaddos. 2019. “The influence of craft workers’ educational attainment and experience level in fatal injuries prevention in construction projects.” Saf. Sci. 117 (Oct): 417–427. https://doi.org/10.1016/j.ssci.2019.04.022.
Lewis, C. D. 1982. Industrial and business forecasting methods: A practical guide to exponential smoothing and curve fitting. Oxford, UK: Butterworth-Heinemann.
Liang, H., and S. Zhang. 2019. “Impact of supervisors’ safety violations on an individual worker within a construction crew.” Saf. Sci. 120 (Jun): 679–691. https://doi.org/10.1016/j.ssci.2019.08.014.
Lingard, H., M. R. Hallowell, R. Salas, and P. Pirzadeh. 2017. “Leading or lagging? Temporal analysis of safety indicators on a large infrastructure construction project.” Saf. Sci. 91 (May): 206–220. https://doi.org/10.1016/j.ssci.2016.08.020.
Liske, R. W., D. W. Goodloe, and R. Sen. 1993. Zero accident techniques. Austin, TX: Univ. of Texas at Austin.
Liu, H., E. Jazayeri, and G. Dadi. 2017. “Establishing the influence of owner practices on construction safety in an operational excellence model.” J. Constr. Eng. Manage. 143 (6): 04017005. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001292.
Maierhofer, N. I., M. A. Griffin, and M. Sheehan. 2000. “Linking manager values and behavior with employee values and behavior: A study of values and safety in the hairdressing industry.” J. Occup. Health Psychol. 5 (4): 417–427. https://doi.org/10.1037/1076-8998.5.4.417.
Mawdesley, M. J., and S. Al-Jibouri. 2009. “Modelling construction project productivity using systems dynamics approach.” Int. J. Prod. Perform. Manage. 59 (1): 18–36. https://doi.org/10.1108/17410401011006095.
Mohammadi, A., and M. Tavakolan. 2019. “Modeling the effects of production pressure on safety performance in construction projects using system dynamics.” J. Saf. Res. 71 (Nov): 273–284. https://doi.org/10.1016/j.jsr.2019.10.004.
Mohammadi, A., M. Tavakolan, and Y. Khosravi. 2018. “Developing safety archetypes of construction industry at project level using system dynamics.” J. Saf. Res. 67 (Jun): 17–26. https://doi.org/10.1016/j.jsr.2018.09.010.
Mudiyanselage, S., P. Nguyen, M. Rajabi, and R. Akhavian. 2021. “Automated workers’ ergonomic risk assessment in manual material handling using sEMG wearable sensors and machine learning.” Electronics 10 (20): 2558. https://doi.org/10.3390/electronics10202558.
Namian, M., A. Albert, and J. Feng. 2018. “Effect of distraction on hazard recognition and safety risk perception.” J. Constr. Eng. Manage. 144 (4): 04018008. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001459.
Namian, M., A. Albert, C. M. Zuluaga, and E. J. Jaselskis. 2016. “Improving hazard-recognition performance and safety training outcomes: Integrating strategies for training transfer.” J. Constr. Eng. Manage. 142 (10): 1–11. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001160.
Neal, A., and M. A. Griffin. 2006. “A study of the lagged relationships among safety climate, safety motivation, safety behavior, and accidents at the individual and group levels.” J. Appl. Psychol. 91 (4): 946–953. https://doi.org/10.1037/0021-9010.91.4.946.
Pereira, E., S. Ahn, S. Han, and S. Abourizk. 2020. “Finding causal paths between safety management system factors and accident precursors.” J. Manage. Eng. 36 (2): 1–11. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000738.
Puah, L. N., L. D. Ong, and W. Y. Chong. 2016. “The effects of perceived organizational support, perceived supervisor support and perceived co-worker support on safety and health compliance.” Int. J. Occup. Saf. Ergon. 22 (3): 333–339. https://doi.org/10.1080/10803548.2016.1159390.
Reichelt, K. S., and J. D. Sterman. 1990. Halter marine: A case study of the dangers of litigation. Cambridge, MA: Massachusetts Institute of Technology.
Roberts, E. B. 1978. Managerial applications of system dynamics. Cambridge, MA: Productivity Press.
Shin, M., H. S. Lee, M. Park, M. Moon, and S. Han. 2014. “A system dynamics approach for modeling construction workers’ safety attitudes and behaviors.” Accid. Anal. Prev. 68 (Jun): 95–105. https://doi.org/10.1016/j.aap.2013.09.019.
Shohet, I. M., and A. Laufer. 1991. “What does the construction foreman do?” Construct. Manage. Econ. 9 (6): 565–576. https://doi.org/10.1080/01446199100000043.
Sterman, J. D. 1992. System dynamics modeling for project management. Cambridge, MA: Massachusetts Institute of Technology.
Techera, U., M. Hallowell, N. Stambaugh, and R. Littlejohn. 2016. “Causes and consequences of occupational fatigue.” J. Occup. Environ. Med. 58 (10): 961–973. https://doi.org/10.1097/jom.0000000000000837.
Wen Lim, H., N. Li, D. Fang, and C. Wu. 2018. “Impact of safety climate on types of safety motivation and performance: Multigroup invariance analysis.” J. Manage. Eng. 34 (3): 1–14. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000595.
Wu, C., F. Wang, P. X. W. Zou, and D. Fang. 2016. “How safety leadership works among owners, contractors and subcontractors in construction projects.” Int. J. Project Manage. 34 (5): 789–805. https://doi.org/10.1016/j.ijproman.2016.02.013.
Yu, X., K. Mehmood, N. Paulsen, Z. Ma, and H. K. Kwan. 2021. “Why safety knowledge cannot be transferred directly to expected safety outcomes in construction workers: The moderating effect of physiological perceived control and mediating effect of safety behavior.” J. Constr. Eng. Manage. 147 (1): 04020152. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001965.
Zhang, W., S. Zhu, X. Zhang, and T. Zhao. 2020. “Identification of critical causes of construction accidents in China using a model based on system thinking and case analysis.” Saf. Sci. 121 (Feb): 606–618. https://doi.org/10.1016/j.ssci.2019.04.038.
Zohar, D., and G. Luria. 2005. “A multilevel model of safety climate: Cross-level relationships between organization and group-level climates.” J. Appl. Psychol. 90 (4): 616–628. https://doi.org/10.1037/0021-9010.90.4.616.
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© 2024 American Society of Civil Engineers.
History
Received: Mar 26, 2023
Accepted: Oct 16, 2023
Published online: Jan 3, 2024
Published in print: Mar 1, 2024
Discussion open until: Jun 3, 2024
ASCE Technical Topics:
- Business management
- Construction engineering
- Construction management
- Construction sites
- Contracts and subcontracts
- Engineering fundamentals
- Geotechnical engineering
- Geotechnical investigation
- Models (by type)
- Occupational safety
- Personnel management
- Practice and Profession
- Project management
- Public administration
- Public health and safety
- Safety
- Simulation models
- Site investigation
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