Technical Papers
Jan 11, 2019

Critical Success Factors for Construction Safety: Review and Meta-Analysis of Safety Leading Indicators

Publication: Journal of Construction Engineering and Management
Volume 145, Issue 3

Abstract

Safety leading indicators are measures of the safety management system that correlate with injury rates. The literature on the topic is dispersed and equivocal in the definition, categorization, and measurement of candidate indicators, which makes validation and replication difficult. This study includes a comprehensive review of safety leading indicator research, offers a distinction between leading indicators and other methods of safety prediction, and defines a clear method for distinguishing between active and passive indicators. By applying these definitions and leveraging empirical data, a statistical meta-analysis was performed to compute the relative effect sizes and significance for all salient indicators. Although active leading indicator research is rare and relatively recent, the meta-analysis indicates that inspections and pretask safety meetings correlate strongly with near-term project safety performance. Passive leading indicator research is relatively common and has been conducted for several decades. The results of the meta-analysis indicate that implementing safety recordkeeping, safety resource, staffing for safety, owner involvement, safety training/orientation, personal protective equipment, safety incentives program, and safety inspections and observation each improves long-term safety performance. The findings validate suspected leading indicators and serve as a first step toward standardization. Practitioners may use the findings to justify and target resource expenditures using pervasive scientific evidence.

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Data Availability Statement

Data generated or analyzed during the study are available from the corresponding author by request. Information about the Journal’s data-sharing policy can be found here: http://ascelibrary.org/doi/10.1061/(ASCE)CO.1943-7862.0001263.

Acknowledgments

The authors of this paper would like to thank the numerous authors who provided information about their studies postpublication upon request. This work would not have been possible without the contribution of those authors who volunteered their time and effort to provide detailed data.

References

Aksorn, T., and B. H. W. Hadikusumo. 2008. “Measuring effectiveness of safety programmes in the Thai construction industry.” Constr. Manage. Econ 26 (4): 409–421. https://doi.org/10.1080/01446190801918722.
Alarcón, L. F., D. Acuña, S. Diethelm, and E. Pellicer. 2016. “Strategies for improving safety performance in construction firms.” Accid. Anal. Prev. 94: 107–118. https://doi.org/10.1016/j.aap.2016.05.021.
Albert, A., M. R. Hallowell, and B. M. Kleiner. 2013. “Enhancing construction hazard recognition and communication with energy-based cognitive mnemonics and safety meeting maturity model: Multiple baseline study.” J. Constr. Eng. Manage. 140 (2): 04013042. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000790.
Alruqi, W. M., M. R. Hallowell, and U. Techera. 2018. “Safety climate dimensions and their relationship to construction safety performance: A meta-analytic review.” Saf. Sci. 109: 165–173. https://doi.org/10.1016/j.ssci.2018.05.019.
Baradan, S., and M. A. Usmen. 2006. “Comparative injury and fatality risk analysis of building trades.” J. Constr. Eng. Manage. 132 (5): 533–539. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:5(533).
Biggs, H. C., D. Dinsdag, P. J. Kirk, and D. Cipolla. 2010. “Safety culture research, lead indicators, and the development of safety effectiveness indicators in the construction sector.” Int. J. Technol. Knowl. Soc. 6 (3): 133–140. https://doi.org/10.18848/1832-3669/CGP/v06i03/56096.
Borenstein, M., L. V. Hedges, J. P. T. Higgins, and H. R. Rothstein. 2009. Introduction to meta-analysis. New York: Wiley.
Card, N. A. 2011. Applied meta-analysis for social science research. New York: Guilford.
Chen, Q., R. Jin, and A. Soboyejo. 2013. “Understanding a contractor’s regional variations in safety performance.” J. Constr. Eng. Manage. 139 (6): 641–653. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000602.
Cheng, E. W. L., S. Kelly, and N. Ryan. 2015. “Use of safety management practices for improving project performance.” Int. J. Inj. Control Saf. Promotion 22 (1): 33–39. https://doi.org/10.1080/17457300.2013.844715.
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.
Choudhry, R. M., D. Fang, and S. M. Ahmed. 2008. “Safety management in construction: Best practices in Hong Kong.” J. Prof. Issues Eng. Educ. Pract. 134 (1): 20–32. https://doi.org/10.1061/(ASCE)1052-3928(2008)134:1(20).
Choudhry, R. M., D. Fang, and S. Mohamed. 2007. “The nature of safety culture: A survey of the state-of-the-art.” Saf. Sci. 45 (10): 993–1012. https://doi.org/10.1016/j.ssci.2006.09.003.
Choudhry, R. M., and H. Zahoor. 2016. “Strengths and weaknesses of safety practices to improve safety performance in construction projects in Pakistan.” J. Prof. Issues Eng. Educ. Pract. 142 (4): 04016011. https://doi.org/10.1061/(ASCE)EI.1943-5541.0000292.
Clarke, S. 2006. “Contrasting perceptual, attitudinal and dispositional approaches to accident involvement in the workplace.” Saf. Sci. 44 (6): 537–550. https://doi.org/10.1016/j.ssci.2005.12.001.
Flin, R., K. Mearns, P. O’Connor, and R. Bryden. 2000. “Measuring safety climate: Identifying the common features.” Saf. Sci. 34 (1): 177–192. https://doi.org/10.1016/S0925-7535(00)00012-6.
Fung, I. W. H., V. W. Y. Tam, T. Y. Lo, and L. L. H. Lu. 2010. “Developing a risk assessment model for construction safety.” Int. J. Project Manage. 28 (6): 593–600. https://doi.org/10.1016/j.ijproman.2009.09.006.
Goh, Y. M., and D. Chua. 2013. “Neural network analysis of construction safety management systems: A case study in Singapore.” Constr. Manage. Econ. 31 (5): 460–470. https://doi.org/10.1080/01446193.2013.797095.
Goldenhar, L. M., L. J. Williams, and N. G. Swanson. 2003. “Modelling relationships between job stressors and injury and near-miss outcomes for construction labourers.” Work Stress 17 (3): 218–240. https://doi.org/10.1080/02678370310001616144.
Guo, B. H., T. W. Yiu, V. A. González, and Y. M. Goh. 2016. “Using a pressure-state-practice model to develop safety leading indicators for construction projects.” J. Constr. Eng. Manage. 143 (2): 04016092. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001218.
Guo, B. H. W., and T. W. Yiu. 2015. “Developing leading indicators to monitor the safety conditions of construction projects.” J. Manage. Eng. 32 (1): 04015016. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000376.
Hale, A. 2009. “Why safety performance indicators?” Saf. Sci. 47 (4): 479–480. https://doi.org/10.1016/j.ssci.2008.07.018.
Hallowell, M. R., and M. E. Calhoun. 2011. “Interrelationships among highly effective construction injury prevention strategies.” J. Constr. Eng. Manage. 137 (11): 985–993. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000354.
Hallowell, M. R., and J. A. Gambatese. 2009. “Construction safety risk mitigation.” J. Constr. Eng. Manage. 135 (12): 1316–1323. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000107.
Hallowell, M. R., and J. A. Gambatese. 2010. “Population and initial validation of a formal model for construction safety risk management.” J. Constr. Eng. Manage. 136 (9): 981–990. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000204.
Hallowell, M. R., J. W. Hinze, K. C. Baud, and A. Wehle. 2013. “Proactive construction safety control: Measuring, monitoring, and responding to safety leading indicators.” J. Constr. Eng. Manage. 139 (10): 04013010. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000730.
Higgins, J. P. T., S. G. Thompson, J. J. Deeks, and D. G. Altman. 2003. “Measuring inconsistency in meta-analyses.” Br. Med. J. 327 (7414): 557–560. https://doi.org/10.1136/bmj.327.7414.557.
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., and P. Raboud. 1988. “Safety on large building construction projects.” J. Constr. Eng. Manage. 114 (2): 286–293. https://doi.org/10.1061/(ASCE)0733-9364(1988)114:2(286).
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.
Hinze, J., and G. Wilson. 2000. “Moving toward a zero injury objective.” J. Constr. Eng. Manage. 126 (5): 399–403. https://doi.org/10.1061/(ASCE)0733-9364(2000)126:5(399).
Hopkins, A. 2009. “Thinking about process safety indicators.” Saf. Sci. 47 (4): 508–510. https://doi.org/10.1016/j.ssci.2008.07.020.
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).
Hunter, J. E., and F. L. Schmidt. 2014. Methods of meta-analysis: Correcting error and bias in research findings, 2nd ed. Thousand Oaks, CA: SAGE Publications.
Idoro, G. I. 2008. “Health and safety management efforts as correlates of performance in the Nigerian construction industry.” J. Civ. Eng. Manage. 14 (4): 277–285. https://doi.org/10.3846/1392-3730.2008.14.27.
IntHout, J., J. P. A. Ioannidis, G. F. Borm, and J. J. Goeman. 2015. “Small studies are more heterogeneous than large ones: A meta-meta-analysis.” J. Clin. Epidemiol. 68 (8): 860–869. https://doi.org/10.1016/j.jclinepi.2015.03.017.
Jaselskis, E. J., S. D. Anderson, and J. S. Russell. 1996. “Strategies for achieving excellence in construction safety performance.” J. Const. Eng. Manage. 122 (1): 61–70. https://doi.org/10.1061/(ASCE)0733-9364(1996)122:1(61).
Lai, D. N. C., M. Liu, and F. Y. Y. Ling. 2011. “A comparative study on adopting human resource practices for safety management on construction projects in the United States and Singapore.” Int. J. Project Manage. 29 (8): 1018–1032. https://doi.org/10.1016/j.ijproman.2010.11.004.
Leveson, N. 2015. “A systems approach to risk management through leading safety indicators.” Reliab. Eng. Syst. Saf. 136: 17–34. https://doi.org/10.1016/j.ress.2014.10.008.
Lingard, H., T. Cooke, and N. Blismas. 2012. “Do perceptions of supervisors’ safety responses mediate the relationship between perceptions of the organizational safety climate and incident rates in the construction supply chain?” J. Constr. Eng. Manage. 138 (2): 234–241. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000372.
Lingard, H., M. Hallowell, R. Salas, and P. Pirzadeh. 2017. “Leading or lagging? Temporal analysis of safety indicators on a large infrastructure construction project.” Saf. Sci. 91: 206–220. https://doi.org/10.1016/j.ssci.2016.08.020.
Lingard, H., R. Wakefield, and P. Cashin. 2011. “The development and testing of a hierarchical measure of project OHS performance.” Eng. Constr. Archit. Manage. 18 (1): 30–49. https://doi.org/10.1108/09699981111098676.
Lipsey, M. W., and D. B. Wilson. 2001. Practical meta-analysis. Thousand Oaks, CA: SAGE Publications.
McCabe, B. Y., E. Alderman, Y. Chen, D. E. Hyatt, and A. Shahi. 2016. “Safety performance in the construction industry: Quasi-longitudinal study.” J. Constr. Eng. Manage. 143 (4): 04016113. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001260.
Mitropoulos, P., and M. Namboodiri. 2010. “New method for measuring the safety risk of construction activities: Task demand assessment.” J. Constr. Eng. Manage. 137 (1): 30–38. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000246.
National Institute of Occupational Safety and Health. 2016. “How to put leading indicators into practice.” Accessed February 15, 2018. https://blogs.cdc.gov/niosh-science-blog/2016/02/17/leading-indicators/.
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.
Panuwatwanich, K., S. Al-Haadir, and R. A. Stewart. 2016. “Influence of safety motivation and climate on safety behaviour and outcomes: Evidence from the Saudi Arabian construction industry.” Int. J. Occup. Saf. Ergon. 23 (1): 60–75. https://doi.org/10.1080/10803548.2016.1235424.
Patel, D. A., and K. N. Jha. 2016. “Structural equation modeling for relationship-based determinants of safety performance in construction projects.” J. Manage. Eng. 32 (6): 05016017. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000457.
Rajendran, S. 2012. “Enhancing construction worker safety performance using leading indicators.” Pract. Period. Struct. Des. Constr. 18 (1): 45–51. https://doi.org/10.1061/(ASCE)SC.1943-5576.0000137.
Rosa, L. V., A. N. Haddad, and P. V. R. de Carvalho. 2015. “Assessing risk in sustainable construction using the Functional Resonance Analysis Method (FRAM).” Cognition Technol. Work 17 (4): 559–573. https://doi.org/10.1007/s10111-015-0337-z.
Salas, R., and M. Hallowell. 2016. “Predictive validity of safety leading indicators: Empirical assessment in the oil and gas sector.” J. Constr. Eng. Manage. 142 (10): 04016052. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001167.
Sawacha, E., S. Naoum, and D. Fong. 1999. “Factors affecting safety performance on construction sites.” Int. J. Project Manage. 17 (5): 309–315. https://doi.org/10.1016/S0263-7863(98)00042-8.
Schwatka, N. V., S. Hecker, and L. M. Goldenhar. 2016. “Defining and measuring safety climate: A review of the construction industry literature.” Ann. Occup. Hyg. 60 (5): 537–550. https://doi.org/10.1093/annhyg/mew020.
Tixier, A. J. P., M. R. Hallowell, and B. Rajagopalan. 2017. “Construction safety risk modeling and simulation.” Risk Anal. 37 (10): 1917–1935. https://doi.org/10.1111/risa.12772.
Toole, T. M. 2002. “Construction site safety roles.” J. Constr. Eng. Manage. 128 (3): 203–210. https://doi.org/10.1061/(ASCE)0733-9364(2002)128:3(203).
von Hippel, P. T. 2015. “The heterogeneity statistic I2 can be biased in small meta-analyses.” BMC Med. Res. Methodol. 15 (1): 35. https://doi.org/10.1186/s12874-015-0024-z.
Zhang, L., M. J. Skibniewski, X. Wu, Y. Chen, and Q. Deng. 2014. “A probabilistic approach for safety risk analysis in metro construction.” Saf. Sci. 63: 8–17. https://doi.org/10.1016/j.ssci.2013.10.016.

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Go to Journal of Construction Engineering and Management
Journal of Construction Engineering and Management
Volume 145Issue 3March 2019

History

Received: Mar 26, 2018
Accepted: Sep 6, 2018
Published online: Jan 11, 2019
Published in print: Mar 1, 2019
Discussion open until: Jun 11, 2019

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Wael M. Alruqi, S.M.ASCE [email protected]
Graduate Research Assistant, Dept. of Civil, Environmental, and Architectural Engineering, Univ. of Colorado Boulder, 1111 Engineering Dr., Boulder, CO 80309 (corresponding author). Email: [email protected]
Matthew R. Hallowell, Ph.D., A.M.ASCE [email protected]
President Teaching Scholar and Beavers Endowed Professor of Construction Engineering, Dept. of Civil, Environmental and Architectural Engineering, Univ. of Colorado Boulder, 1111 Engineering Dr., UCB 428, Boulder, CO 80302. Email: [email protected]

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