Mediating Effect of Risk Propensity between Personality Traits and Unsafe Behavioral Intention of Construction Workers
Publication: Journal of Construction Engineering and Management
Volume 146, Issue 4
Abstract
The construction industry has the highest number of casualties per accident, and workers at construction sites are vulnerable to accidents. Current research on unsafe behavior mainly focuses on behavior-based safety at the individual level and safety culture at the organization level; these two safety management rubrics enjoy respective advantages and are essentially complementary. This study takes a psychological approach and examines how personality traits affect unsafe behavior of construction workers. Based on the Big Five personality model and the theory of planned behavior, it is postulated that risk propensity mediates the relationships between personality traits and unsafe behavioral intention of construction workers. Structural equation modeling and bootstrapping techniques were used to analyze data collected from 533 construction workers in China. Results show that (1) personality traits, risk propensity, and unsafe behavioral intention of construction workers are related to each other; and (2) risk propensity plays a partial mediating role on the relationships between personality traits (extraversion, openness to experience, and conscientiousness) and unsafe behavioral intention. The findings provide a deeper understanding of how the perceptions of construction workers affect their behaviors.
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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.
Acknowledgments
This research was supported by the Fundamental Research Funds for the Central Universities (Grant Nos. 2019CDSKXYJSG0041, 2017CDJSK03XK19, and 2019CDJSK03XK24).
References
Ajzen, I. 1991. “The theory of planned behavior.” Organizational Behav. Hum. Decis. Processes 50 (2): 179–211. https://doi.org/10.1016/0749-5978(91)90020-T.
Aksorn, T., and B. Hadikusumo. 2007. “The unsafe acts and the decision-to-err factors of Thai construction workers.” J. Constr. Developing Countries 12 (1): 1–25.
Arthur, W., and W. G. Graziano. 1996. “The five-factor model, conscientiousness, and driving accident involvement.” J. Personality 64 (3): 593–618. https://doi.org/10.1111/j.1467-6494.1996.tb00523.x.
Austin, J., M. L. Kessler, J. E. Riccobono, and J. Bailey. 1996. “Using feedback and reinforcement to improve the performance and safety of a roofing crew.” J. Organizational Behav. Manage. 16 (2): 49–75. https://doi.org/10.1300/J075v16n02_04.
Bandura, A. 1991. “Social cognitive theory of self-regulation.” Organizational Behav. Hum. Decis. Processes 50 (2): 248–287. https://doi.org/10.1016/0749-5978(91)90022-L.
Barrick, M. R., and M. K. Mount. 1991. “The Big Five personality dimensions and job performance: A meta-analysis.” Personnel Psychol. 44 (1): 1–26. https://doi.org/10.1111/j.1744-6570.1991.tb00688.x.
Blais, A. R., and E. U. Weber. 2006. “A domain-specific risk-taking (DOSPERT) scale for adult populations.” Judgment Decis. Making 1 (1): 33–47.
Brust, O. A., S. Häder, and M. Häder. 2016. “Is the short version of the big five inventory (BFI-S) applicable for use in telephone surveys?” J Off. Stat. 32 (3): 601–618. https://doi.org/10.1515/jos-2016-0031.
Cellar, D. F., Z. C. Nelson, C. M. Yorke, and C. Bauer. 2001. “The five-factor model and safety in the workplace: Investigating the relationships between personality and accident involvement.” J. Prev. Intervention Community 22 (1): 43–52. https://doi.org/10.1080/10852350109511210.
Cheung, G. W., and R. S. Lau. 2008. “Testing mediation and suppression effects of latent variables: Bootstrapping with structural equation models.” Organizational Res. Methods 11 (2): 296–325. https://doi.org/10.1177/1094428107300343.
Choudhry, R. M., D. Fang, and S. Mohamed. 2007. “Developing a model of construction safety culture.” J. Manage. Eng. 23 (4): 207–212. https://doi.org/10.1061/(ASCE)0742-597X(2007)23:4(207).
Clarke, S., and I. T. Robertson. 2005. “A meta-analytic review of the Big Five personality factors and accident involvement in occupational and non-occupational settings.” J. Occup. Organizational Psychol. 78 (3): 355–376. https://doi.org/10.1348/096317905X26183.
Cooper, M. D., R. A. Phillips, V. J. Sutherland, and P. J. Makin. 1994. “Reducing accidents using goal setting and feedback: A field study.” J. Occup. Organizational Psychol. 67 (3): 219–240. https://doi.org/10.1111/j.2044-8325.1994.tb00564.x.
Costa, P. T., and R. R. McCrea. 1992. Revised neo personality inventory (NEO PI-R) and neo five-factor inventory (NEO-FFI). Odessa, FL: Psychological Assessment Resources.
Dai, X. Y., and Y. Q. Wu. 2005. “A study on NEO-PI-R used in 16∼20 years old people.” Chin. J. Clin. Psychol. 13 (1): 14–18. https://doi.org/10.16128/j.cnki.1005-3611.2005.01.004.
Deyoung, C. G. 2015. “Cybernetic Big Five theory.” J. Res. Personality 56 (Jun): 33–58. https://doi.org/10.1016/j.jrp.2014.07.004.
Dohmen, T., A. Falk, D. Huffman, U. Sunde, J. Schupp, and G. G. Wagner. 2011. “Individual risk attitudes: Measurement, determinants, and behavioral consequences.” J. Eur. Econ. Assoc. 9 (3): 522–550. https://doi.org/10.1111/j.1542-4774.2011.01015.x.
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.
Fogarty, G. J., and A. Shaw. 2010. “Safety climate and the theory of planned behavior: Towards the prediction of unsafe behavior.” Accid. Anal. Prev. 42 (5): 1455–1459. https://doi.org/10.1016/j.aap.2009.08.008.
Gagne, P., and G. R. Hancock. 2006. “Measurement model quality, sample size, and solution propriety in confirmatory factor models.” Multivariate Behav. Res. 41 (1): 65–83. https://doi.org/10.1207/s15327906mbr4101_5.
Ghosh, D., and M. R. Ray. 1997. “Risk, ambiguity, and decision choice: Some additional evidence.” Decis. Sci. 28 (1): 81–104. https://doi.org/10.1111/j.1540-5915.1997.tb01303.x.
Goldberg, L. R. 1990. “An alternative “description of personality”: The Big-Five factor structure.” J. Personality Social Psychol. 59 (6): 1216. https://doi.org/10.1037/0022-3514.59.6.1216.
Gosling, S. D., P. J. Rentfrow, and W. B. Swann. 2003. “A very brief measure of the Big-Five personality domains.” J. Res. Personality 37 (6): 504–528. https://doi.org/10.1016/S0092-6566(03)00046-1.
Hair, J. F., R. E. Anderson, R. L. Tatham, and W. C. Black. 1998. Multivariate data analysis. Upper Saddle River, NJ: Prentice Hall.
Haslam, R. A., S. A. Hide, A. G. Gibb, D. E. Gyi, T. Pavitt, S. Atkinson, and A. R. Duff. 2005. “Contributing factors in construction accidents.” Appl. Ergon. 36 (4): 401–415. https://doi.org/10.1016/j.apergo.2004.12.002.
Heinrich, H. W., D. C. Petersen, N. R. Roos, and S. Hazlett. 1980. Industrial accident prevention: A safety management approach. New York: McGraw-Hill.
Hogan, J., and D. S. Ones. 1997. “Conscientiousness and integrity at work.” Chap. 32 in Handbook of personality psychology, 849–870. Amsterdam, Netherlands: Elsevier.
Hough, L. M. 1992. “The “Big Five” personality variables–construct confusion: Description versus prediction.” Hum. Perform. 5 (1–2): 139–155. https://doi.org/10.1080/08959285.1992.9667929.
Howard, S. F. 2011. Personality: Classic theories and modern research. Beijing: China Machine Press.
Hu, X. J., and C. Wu. 2009. “Review on the studying methodologies of human safety psychological characteristics.” China Saf. Sci. J. 19 (7): 5–13. https://doi.org/10.16265/j.cnki.issn1003-3033.2009.07.003.
Hung, K., C. Tangpong, J. Li, and Y. Li. 2012. “Robustness of general risk propensity scale in cross-cultural settings.” J. Managerial Issues 24 (1): 78–96.
Hyoung, J. I., Y. Kwon, S. G. Kim, Y. S. Ju, and H. P. Lee. 2009. “The characteristics of fatal occupational injuries in Korea’s construction industry, 1997–2004.” Saf. Sci. 47 (8): 1159–1162. https://doi.org/10.1016/j.ssci.2008.11.008.
Jensen, J. M., and P. C. Patel. 2011. “Predicting counterproductive work behavior from the interaction of personality traits.” Personality Individual Differences 51 (4): 466–471. https://doi.org/10.1016/j.paid.2011.04.016.
John, O. P., L. P. Naumann, and C. J. Soto. 2008. “Paradigm shift to the integrative Big Five trait taxonomy.” In Vol. 3 of Handbook of personality: Theory and research, 114–158. New York: Guilford Press.
John, O. P., and S. Srivastava. 1999. “The Big Five trait taxonomy: History, measurement, and theoretical perspectives.” In Vol. 2 of Handbook of personality: Theory and research, 102–138. New York: Guilford Press.
Jones, S., C. Kirchsteiger, and W. Bjerke. 1999. “The importance of near miss reporting to further improve safety performance.” J. Loss Prev. Process Ind. 12 (1): 59–67. https://doi.org/10.1016/S0950-4230(98)00038-2.
Ju, J., G. S. Yang, and P. Yang. 2013. “Study on influence factor and control measures for unsafe behavior of construction workers.” J. Saf. Sci. Technol. 9 (11): 179–184. https://doi.org/10.11731/j.issn.1673-193x.2013.11.032.
Kahn, R. L., and P. Byosiere. 1992. “Stress in organizations.” In Handbook of industrial and organizational psychology, edited by M. D. Dunnette and L. M. Hough, 571–650. Palo Alto, CA: Consulting Psychologists Press.
Kahneman, D., and A. Tversky. 1979. “Prospect theory: An analysis of decision under risk.” Econometrica 47 (2): 263–291. https://doi.org/10.2307/1914185.
Kines, P., L. P. Andersen, S. Spangenberg, K. L. Mikkelsen, J. Dyreborg, and D. Zohar. 2010. “Improving construction site safety through leader-based verbal safety communication.” J. Saf. Res. 41 (5): 399–406. https://doi.org/10.1016/j.jsr.2010.06.005.
Klein, W. M., and Z. Kunda. 1994. “Exaggerated self-assessments and the preference for controllable risks.” Organizational Behav. Hum. Decis. Processes 59 (3): 410–427. https://doi.org/10.1006/obhd.1994.1067.
Kolar, T., and V. Zabkar. 2010. “A consumer-based model of authenticity: An oxymoron or the foundation of cultural heritage marketing?” Tourism Manage. 31 (5): 652–664. https://doi.org/10.1016/j.tourman.2009.07.010.
Kowert, P. A., and M. G. Hermann. 1997. “Who takes risks? Daring and caution in foreign policy making.” J. Conflict Resolut. 41 (5): 611–637. https://doi.org/10.1177/0022002797041005001.
Lang, F. R., D. John, O. Lüdtke, J. Schupp, and G. G. Wagner. 2011. “Short assessment of the Big Five: Robust across survey methods except telephone interviewing.” Behav. Res. Methods 43 (2): 548–567. https://doi.org/10.3758/s13428-011-0066-z.
Lauriola, M., and I. P. Levin. 2001. “Personality traits and risky decision-making in a controlled experimental task: An exploratory study.” Personality Individual Differences 31 (2): 215–226. https://doi.org/10.1016/S0191-8869(00)00130-6.
Li, H., L. Chen, H. Pei, F. G. Zhang, B. Zhang, and W. Y. Ma. 2003. “A study on correlation of personality traits to employees’ stress evaluation.” Chin. J. Clin. Psychol. 11 (4): 270–272. https://doi.org/10.16128/j.cnki.1005-3611.2003.04.009.
Li, H., M. Lu, S. C. Hsu, M. Gray, and T. Huang. 2015. “Proactive behavior-based safety management for construction safety improvement.” Saf. Sci. 75: 107–117. https://doi.org/10.1016/j.ssci.2015.01.013.
Li, J. D. 2013. “Psychometric properties of ten-item personality inventory in China.” China J. Health Psychol. 21 (11): 1688–1692. https://doi.org/10.13342/j.cnki.cjhp.2013.11.008.
Lönnqvist, J. E., M. Verkasalo, G. Walkowitz, and P. C. Wichardt. 2015. “Measuring individual risk attitudes in the lab: Task or ask? An empirical comparison.” J. Econ. Behav. Organ. 119 (Nov): 254–266. https://doi.org/10.1016/j.jebo.2015.08.003.
Luo, J., Y. Zhou, W. Chen, Y. Pan, and S. Zhao. 2016. “A reliability generalization of the Big-Five factor personality tests in China.” Int. J. Psychol. 32 (1): 121–128. https://doi.org/10.16187/j.cnki.issn1001-4918. 2016. 01.16.
MacCrimmon, K. R., and D. A. Wehrung. 1990. “Characteristics of risk taking executives.” Manage. Sci. 36 (4): 422–435. https://doi.org/10.1287/mnsc.36.4.422.
Major, D. A., J. E. Turner, and T. D. Fletcher. 2006. “Linking proactive personality and the Big Five to motivation to learn and development activity.” J. Appl. Psychol. 91 (4): 927. https://doi.org/10.1037/0021-9010.91.4.927.
Marsh, H. W., K. Hau, J. R. Balla, and D. Grayson. 1998. “Is more ever too much? The number of indicators per factor in confirmatory factor analysis.” Multivariate Behav. Res. 33 (2): 181–220. https://doi.org/10.1207/s15327906mbr3302_1.
McCarthy, B. 2003. “Strategy is personality-driven, strategy is crisis-driven: Insights from entrepreneurial firms.” Manage. Decis. 41 (4): 327–339. https://doi.org/10.1108/00251740310468081.
McCrae, R. R., and P. T. Costa. 1989. “More reasons to adopt the five-factor model.” Am. Psychologist 44 (2): 451–452. https://doi.org/10.1037/0003-066X.44.2.451.
McCrae, R. R., and P. T. Costa. 1991. “Adding Liebe und Arbeit: The full five-factor model and well-being.” Personality Social Psychol. Bull. 17 (2): 227–232. https://doi.org/10.1177/014616729101700217.
Mitropoulos, P., G. Cupido, and M. Namboodiri. 2009. “Cognitive approach to construction safety: Task demand-capability model.” J. Constr. Eng. Manage. 135 (9): 881–889. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000060.
Moore, S. M., W. L. Porter, and P. G. Dempsey. 2009. “Fall from equipment injuries in U.S. mining: Identification of specific research areas for future investigation.” J. Saf. Res. 40 (6): 455–460. https://doi.org/10.1016/j.jsr.2009.10.002.
Nicholson, N., E. Soane, M. Fenton-O’Creevy, and P. Willman. 2005. “Domain specific risk taking and personality.” J. Risk Res. 8 (2): 157–176. https://doi.org/10.1080/1366987032000123856.
Nie, L. Q. 2017. Study on emergency management level evaluation of safety emergency in construction project. Chongqing, China: Chongqing Univ.
Nielsen, M. B., and S. Knardahl. 2015. “Is workplace bullying related to the personality traits of victims? A two-year prospective study.” Work Stress 29 (2): 128–149. https://doi.org/10.1080/02678373.2015.1032383.
Nordlöf, H., B. Wiitavaara, U. Winblad, K. Wijk, and R. Westerling. 2015. “Safety culture and reasons for risk-taking at a large steel-manufacturing company: Investigating the worker perspective.” Saf. Sci. 73 (Mar): 126–135. https://doi.org/10.1016/j.ssci.2014.11.020.
Peterson, R. A. 1994. “A meta-analysis of Cronbach’s coefficient alpha.” J. Consum. Res. 21 (2): 381–391. https://doi.org/10.1086/209405.
Rammstedt, B., B. Holzinger, and T. Rammsayer. 2004. “Zur Äquivalenz der Papier-Bleistift- und einercomputergestützten Version des NEO-Fünf-Faktoren-Inventars (NEO-FFI).” Diagnostica 50 (2): 88–97. https://doi.org/10.1026/0012-1924.50.2.88.
Reason, J. 1990. Human error. Cambridge, UK: Cambridge University Press.
Rigby, L. V. 1970. “Nature of human error.” Ann. Surg. 244 (5): 642–648.
Rohrmann, B. 2002. Risk attitude scales: Concepts and questionnaires, 12. Melbourne, Australia: Univ. of Melbourne.
Sanmiquel, L., M. Freijo, J. Edo, and J. M. Rossell. 2010. “Analysis of work related accidents in the Spanish mining sector from 1982-2006.” J. Saf. Res. 41 (1): 1–7. https://doi.org/10.1016/j.jsr.2009.09.008.
Saucier, G. 1994. “Mini-markers: A brief version of Goldberg’s unipolar Big-Five markers.” J. Personality Assess. 63 (3): 506. https://doi.org/10.1207/s15327752jpa6303_8.
Shappell, S. A., and D. A. Wiegmann. 2001. “Applying reason: The human factors analysis and classification system (HFACS).” Gastroenterol. Res. 1 (5): 207–212.
Sheeran, P., and C. Abraham. 2003. “Mediator of moderators: Temporal stability of intention and the intention-behavior relation.” Personality Social Psychol. Bull. 29 (2): 205–215. https://doi.org/10.1177/0146167202239046.
Shen, Y. Y., X. H. Xu, K. L. Xu, and X. L. Ju. 2019. “Statistical analysis of construction accidents based on cluster analysis.” Constr. Saf. 34 (5): 66–69.
Sitkin, S. B., and L. R. Weingart. 1995. “Determinants of risky decision-making behavior: A test of the mediating role of risk perceptions and propensity.” Acad. Manage. J. 38 (6): 1573–1592. https://doi.org/10.5465/256844.
Smith, P., H. Kincannon, R. Lehnert, Q. Wang, and M. D. Larrañaga. 2013. “Human error analysis of the Macondo well blowout.” Process Saf. Prog. 32 (2): 217–221. https://doi.org/10.1002/prs.11604.
Soane, E., and N. Nicholson. 2009. “Individual differences and decision making.” In The Oxford handbook of organizational decision making. Oxford, UK: Oxford University Press.
Wang, C. M., B. B. Xu, S. J. Zhang, and Y. Q. Chen. 2016. “Influence of personality and risk propensity on risk perception of Chinese construction project managers.” Int. J. Project Manage. 34 (7): 1294–1304. https://doi.org/10.1016/j.ijproman.2016.07.004.
Wang, S. Q. 2014. Study on construction workers’ unsafe behavior on construction site. Wuhan, China: Huazhong Univ. of Science and Technology.
Weber, E. U., A. R. Blais, and N. E. Betz. 2002. “A domain-specific risk-attitude scale: Measuring risk perceptions and risk behaviors.” J. Behav. Decis. Making 15 (4): 263–290. https://doi.org/10.1002/bdm.414.
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): 04018002. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000595.
Wiegmann, D., and S. Shappell. 2003. A human error approach to aviation accident analysis. London: Taylor and Francis Group.
Williams, S., M. Zainuba, and R. Jackson. 2008. “Determinants of managerial risk perceptions and intentions.” J. Manage. Res. 8 (2): 59–75.
Zhang, B. 2018. “Brief talk on common collapse accidents in construction and solutions.” Constr. Saf. 33 (1): 4–8.
Zhang, J. S., Y. Xu, and Q. Wang. 2015. “Analysis of the difference between the actual and legal industrial injury death compensation in construction industry.” Ind. Saf. Environ. Prot. 41 (8): 67–69.
Zhang, M., and D. Fang. 2013. “A cognitive analysis of why Chinese scaffolders do not use safety harnesses in construction.” Constr. Manage. Econ. 31 (3): 207–222. https://doi.org/10.1080/01446193.2013.764000.
Zhang, M. C. 2012. Cognitive mechanism of construction worker’s unsafe behaviors and its application. Beijing: Tsinghua Univ.
Zhao, H., and S. E. Seibert. 2006. “The Big Five personality dimensions and entrepreneurial status: A meta-analytical review.” J. Appl. Psychol. 91 (2): 259–271. https://doi.org/10.1037/0021-9010.91.2.259.
Zuckerman, M., and D. M. Kuhlman. 2010. “Personality and risk-taking: Common bisocial factors.” J. Personality 68 (6): 999–1029. https://doi.org/10.1111/1467-6494.00124.
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Journal of Construction Engineering and Management
Volume 146 • Issue 4 • April 2020
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©2020 American Society of Civil Engineers.
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Received: Feb 8, 2019
Accepted: Sep 10, 2019
Published online: Feb 11, 2020
Published in print: Apr 1, 2020
Discussion open until: Jul 11, 2020
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