Safety Doesn’t Happen by Accident: A Longitudinal Investigation on the Antecedents of Safety Behavior
Abstract
:1. Introduction
1.1. From Safety Climate to Safety Behavior
1.2. The Mediating Role of Risk Perception
1.3. How Can Safety Knowledge Promote Safety Behavior?
1.4. The Nomological Network of Safety Behavior
2. Materials and Methods
2.1. Measures
2.2. Strategy of Analysis
3. Results
3.1. Descriptive Statistics
3.2. Model Testing
4. Discussion
Practical Implications
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- Barbaranelli, C.; Petitta, L.; Probst, T.M. Does safety climate predict safety performance in Italy and the USA? Cross-cultural validation of a theoretical model of safety climate. Accid. Anal. Prev. 2015, 77, 35–44. [Google Scholar] [CrossRef] [PubMed]
- Christian, M.S.; Bradley, J.C.; Wallace, J.C.; Burke, M.J. Workplace safety: A meta-analysis of the roles of person and situation factors. J. Appl. Psychol. 2009, 94, 1103–1127. [Google Scholar] [CrossRef] [PubMed]
- Goldstein, I.L.; Ford, J.K. Training in Organizations: Need Assessment, Development, and Evaluation, 4th ed.; Wadsworth: Belmont, CA, USA, 2002. [Google Scholar]
- Vignoli, M.; Trenta, M.; Guglielmi, D. Workplace context as a moderator of training transfer. In Proceedings of the 11th International Technology, Education and Development Conference, Valencia, Spain, 6–8 March 2017; pp. 4030–4038. [Google Scholar]
- Nahrgang, J.D.; Morgeson, F.P.; Hofmann, D.A. Safety at work: A meta-analytic investigation of the link between job demands, job resources, burnout, engagement, and safety outcomes. J. Appl. Psychol. 2011, 96, 71–94. [Google Scholar] [CrossRef] [PubMed]
- Schneider, B.; Ehrhart, M.G.; Macey, W.H. Organizational climate and culture. Annu. Rev. Psychol. 2013, 64, 361–388. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zohar, D. Safety climate: Conceptualization, measurement, and improvement. In The Oxford Handbook of Organizational Climate and Culture; Schneider, B., Barbera, K.M., Eds.; Oxford University Press: Oxford, UK, 2014; pp. 317–334. [Google Scholar]
- Zohar, D. Safety climate in industrial organizations: Theoretical and applied implications. J. Appl. Psychol. 1980, 65, 96–102. [Google Scholar] [CrossRef]
- Kozlowski, S.W.J.; Klein, K.J. A multilevel approach to theory and research in organizations: Contextual, temporal, and emergent processes. In Multilevel Theory, Research, and Methods in Organizations: Foundations, Extensions, and New Directions; Klein, K.J., Kozlowski, S.W.J., Eds.; Jossey-Bass: San Francisco, CA, USA, 2000; pp. 3–90. [Google Scholar]
- Mark, B.A.; Hughes, L.C.; Belyea, M.; Chang, Y.; Hofmann, D.; Jones, C.B.; Bacon, C.T. Does safety climate moderate the influence of staffing adequacy and work conditions on nurse injuries? J. Saf. Res. 2007, 38, 431–446. [Google Scholar] [CrossRef] [Green Version]
- Cooper, M.D.; Phillips, R.A. Exploratory analysis of the safety climate and safety behavior relationship. J. Saf. Res. 2004, 35, 497–512. [Google Scholar] [CrossRef]
- Hahn, S.E.; Murphy, L.R. A short scale for measuring safety climate. Saf. Sci. 2008, 46, 1047–1066. [Google Scholar] [CrossRef]
- Abbe, O.O.; Harvey, C.M.; Ikuma, L.H.; Aghazadeh, F. Modeling the relationship between occupational stressors, psychosocial/physical symptoms and injuries in the construction industry. Int. J. Ind. Ergon. 2011, 41, 106–117. [Google Scholar] [CrossRef]
- Panuwatwanich, K.; Al-Haadir, S.; Stewart, R.A. Influence of safety motivation and climate on safety behavior and outcomes: Evidence from the Saudi Arabian construction industry. J. Occup. Saf. Ergon. 2017, 23, 60–75. [Google Scholar] [CrossRef]
- Hon, C.K.; Chan, A.P.; Yam, M.C. Relationships between safety climate and safety performance of building repair, maintenance, minor alteration, and addition (RMAA) works. Saf. Sci. 2014, 65, 10–19. [Google Scholar] [CrossRef] [Green Version]
- Lingard, H.; Cooke, T.; Blismas, N. 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. Manag. 2012, 138, 234–241. [Google Scholar] [CrossRef]
- McCabe, B.Y.; Alderman, E.; Chen, Y.; Hyatt, D.E.; Shahi, A. Safety performance in the construction industry: Quasi-longitudinal study. J. Constr. Eng. Manag. 2017, 143, 04016113. [Google Scholar] [CrossRef]
- Huang, Y.; Verma, S.K.; Chang, W.; Courtney, T.K.; Lombardi, D.A.; Brennan, M.J.; Perry, M.J. Management commitment to safety vs. employee perceived safety training and association with future injury. Accid. Anal. Prev. 2012, 47, 94–101. [Google Scholar] [CrossRef] [PubMed]
- Liu, X.; Huang, G.; Huang, H.; Wang, S.; Xiao, Y.; Chen, W. Safety climate, safety behavior, and worker injuries in the Chinese manufacturing industry. Saf. Sci. 2015, 78, 173–178. [Google Scholar] [CrossRef]
- Alruqi, W.M.; Hallowell, M.R.; Techera, U. Safety climate dimensions and their relationship to construction safety performance: A meta-analytic review. Saf. Sci. 2018, 109, 165–173. [Google Scholar] [CrossRef]
- Slovic, P.; Fischhoff, B.; Lichtenstein, S. Why study risk perception? Risk Anal. 1982, 2, 83–93. [Google Scholar] [CrossRef]
- Pandit, B.; Albert, A.; Patil, Y.; Al-Bayati, A.J. Impact of safety climate on hazard recognition and safety risk perception. Saf. Sci. 2019, 113, 44–53. [Google Scholar] [CrossRef]
- Bohm, J.; Harris, D. Risk perception and risk-taking behavior of construction site dumper drivers. Int. J. Occup. Saf. Ergon. 2010, 16, 55–67. [Google Scholar] [CrossRef] [Green Version]
- Choudhry, R.M.; Fang, D. Why operatives engage in unsafe work behavior: Investigating factors on construction sites. Saf. Sci. 2008, 46, 566–584. [Google Scholar] [CrossRef]
- Man, S.S.; Chan, A.H.S.; Wong, H.M. Risk-taking behaviors of Hong Kong construction workers-A thematic study. Saf. Sci. 2017, 98, 25–36. [Google Scholar] [CrossRef]
- Hofmann, D.A.; Morgeson, F.P.; Gerras, S.J. Climate as a moderator of the relationship between leader-member exchange and content specific citizenship: Safety climate as an exemplar. J. Appl. Psychol. 2003, 88, 170–178. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zimolong, B.; Elke, G. Occupational Health and Safety Management; Wiley: New York, NY, USA, 2006; pp. 673–707. [Google Scholar]
- Mitropoulos, P.; Abdelhamid, T.S.; Howell, G.A. Systems model of construction accident causation. J. Constr. Eng. Manag. 2005, 131, 816–825. [Google Scholar] [CrossRef]
- Harbeck, E.L.; Glendon, A.I. Driver prototypes and behavioral willingness: Young driver risk perception and reported engagement in risky driving. J. Saf. Res. 2018, 66, 195–204. [Google Scholar] [CrossRef]
- Nie, R.; Han, Y.; Xu, J.; Huang, Q.; Mao, J. Illness perception, risk perception and health promotion self-care behaviors among Chinese patient with type 2 diabetes: A cross-sectional survey. Appl. Nurs. Res. 2018, 39, 89–96. [Google Scholar] [CrossRef]
- Low, B.; Man, S.; Chan, A. The Risk-Taking Propensity of Construction Workers—An Application of Quasi-Expert Interview. Int. J. Environ. Res. Public Health 2018, 15, 2250. [Google Scholar] [CrossRef] [Green Version]
- Leiter, M.P.; Zanaletti, W.; Argentero, P. Occupational risk perception, safety training, and injury prevention: Testing a model in the Italian printing industry. J. Occup. Health Psychol. 2009, 14. [Google Scholar] [CrossRef] [Green Version]
- Hofmann, D.A.; Stetzer, A. A cross-level investigation of factors influencing unsafe behaviors and accidents. Pers. Psychol. 1996, 49, 307–339. [Google Scholar] [CrossRef]
- Vinodkumar, M.N.; Bhasi, M. Safety management practices and safety behavior: Assessing the mediating role of safety knowledge and motivation. Accid. Anal. Prev. 2010, 42, 2082–2093. [Google Scholar] [CrossRef]
- Griffin, M.A.; Neal, A. Perceptions of safety at work: A framework for linking safety climate to safety performance, knowledge and motivation. J. Occup. Health Psychol. 2000, 5, 347–358. [Google Scholar] [CrossRef]
- Parker, S.K.; Axtell, C.M.; Tumer, N. Designing a safer workplace: Importance of job autonomy, communication quality, and supportive supervisors. J. Occup. Health Psychol. 2001, 6, 211–228. [Google Scholar] [CrossRef] [PubMed]
- Burke, M.J.; Sarpy, S.A.; Tesluk, P.E.; Smith-Crowe, K. General safety performance: A test of a grounded theoretical model. Pers. Psychol. 2002, 55, 429–457. [Google Scholar] [CrossRef]
- Borman, W.C.; Motowidlo, S.J. Expanding the criterion domain to include elements of contextual performance. In Personnel Selection in Organizations; Schmitt, N., Borman, W.C., Eds.; Jossey-Bass: San Francisco, CA, USA, 1993; pp. 71–98. [Google Scholar]
- Campbell, J.P.; McCloy, R.A.; Oppler, S.H.; Sager, C.E. A theory of performance. In Personnel Selection in Organizations; Schmitt, N., Borman, W.C., Eds.; Jossey-Bass: San Francisco, CA, USA, 1993; pp. 35–70. [Google Scholar]
- Neal, A.; Griffin, M.A.; Hart, P.M. The impact of organizational climate on safety climate and individual behavior. Saf. Sci. 2000, 34, 99–109. [Google Scholar] [CrossRef]
- Morrison, D.L.; Upton, D.M.; Cordery, J. Organizational climate and skill utilization. In Proceedings of the 12th Annual Conference of the Society for Industrial and Organizational Psychology, St. Louis, MO, USA, 11–13 April 1997. [Google Scholar]
- Smith-Crowe, K.; Burke, M.J.; Landis, R.S. Organizational climate as a moderator of safety knowledge–safety performance relationships. J. Organ. Behav. 2003, 24, 861–876. [Google Scholar] [CrossRef]
- Perlman, A.; Sacks, R.; Barak, R. Hazard recognition and risk perception in construction. Saf. Sci. 2014, 64, 22–31. [Google Scholar] [CrossRef]
- Arezes, P.M.; Miguel, A.S. Risk perception and safety behavior: A study in an occupational environment. Saf. Sci. 2008, 46, 900–907. [Google Scholar] [CrossRef]
- Elmoujaddidi, F.; Bachir, A. Perceived risk, safety climate and safety behavior on Moroccan construction sites. Int. J. Occup. Saf. Ergon. 2020, 26, 121–128. [Google Scholar] [CrossRef]
- World Medical Association. World Medical Association Declaration of Helsinki. Ethical principles for medical research involving human subjects. Bull. World Health Org. 2008, 79, 373–374. [Google Scholar]
- Podsakoff, P.M.; MacKenzie, S.B.; Lee, J.Y.; Podsakoff, N.P. Common method biases in behavioral research: A critical review of the literature and recommended remedies. J. Appl. Psychol. 2003, 88, 879–903. [Google Scholar] [CrossRef]
- Hellesøy, O.H.; Moss, L.M.; Gogstad, A.C. The Statfjord project, its background, purpose and organization. In Work Environment Statfjord Field: Health and Safety on a North Sea Oil Platform; Hellesøy, O.H., Ed.; Norwegian University Press: Oslo, Norway, 1985; pp. 27–43. [Google Scholar]
- Nielsen, M.B.; Mearns, K.; Matthiesen, S.B.; Eid, J. Using the Job Demands—Resources model to investigate risk perception, safety climate and job satisfaction in safety critical organizations. Scand. J. Psychol. 2011, 52, 465–475. [Google Scholar] [CrossRef] [PubMed]
- Robson, L.S.; Stephenson, C.M.; Schulte, P.A.; Amick, B.C.; Irvin, E.L.; Eggerth, D.E.; Grubb, P.L. A systematic review of the effectiveness of occupational health and safety training. Scand. J. Work Env. Health 2012, 38, 193–208. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hayes, A.F. Partial, conditional, and moderated moderated mediation: Quantification, inference, and interpretation. Commun. Monogr. 2018, 85, 4–40. [Google Scholar] [CrossRef]
- Preacher, K.J.; Hayes, A.F. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav. Res. Methods 2008, 40, 879–891. [Google Scholar] [CrossRef]
- Peng, L.; Chan, A.H. Exerting explanatory accounts of safety behavior of older construction workers within the theory of planned behavior. Int. J. Environ. Res. Public Health 2019, 16, 3342. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- DeVellis, R.F. Scale Development: Theory and Applications; Sage publications: Thousand Oaks, CA, USA, 2016. [Google Scholar]
- Beus, J.M.; Payne, S.C.; Bergman, M.E.; Arthur, W. Safety climate and injuries: An examination of theoretical and empirical relationships. J. Appl. Psychol. 2010, 95, 713–727. [Google Scholar] [CrossRef] [PubMed]
- Clarke, S. The relationship between safety climate and safety performance: A meta-analytic review. J. Occup. Health Psychol. 2006, 11, 315. [Google Scholar] [CrossRef]
- Cole, D.A.; Maxwell, S.E. Testing mediational models with longitudinal data: Questions and tips in the use of structural equation modeling. J. Abnorm. Psychol. 2003, 112, 558–577. [Google Scholar] [CrossRef] [Green Version]
- Nunnally, J.C. Psychometric Theory, 1st ed.; McGraw-Hill: New York, NY, USA, 1967. [Google Scholar]
- Sekaran, U. Research Methods for Business, 2nd ed.; John Wiley and Sons: New York, NY, USA, 2003. [Google Scholar]
- Ivascu, L.; Cioca, L.I. Occupational accidents assessment by field of activity and investigation model for prevention and control. Safety 2019, 5, 12. [Google Scholar] [CrossRef] [Green Version]
- Filippin, A.; Crosetto, P. A reconsideration of gender differences in risk attitudes. Manag. Sci. 2016, 62, 3138–3160. [Google Scholar] [CrossRef] [Green Version]
- Mazzetti, G.; Vignoli, M.; Schaufeli, W.B.; Guglielmi, D. Work addiction and presenteeism: The buffering role of managerial support. Int. J. Psychol. 2019, 54, 174–179. [Google Scholar] [CrossRef] [PubMed]
- Ostroff, C.; Kinicki, A.; Muhammad, R.S. Organizational culture and climate. In Handbook of Psychology: Industrial and Organizational Psychology; Weiner, I.B., Schmitt, N.W., Highhouse, S., Eds.; John Wiley & Sons: Hoboken, NJ, USA, 2013; Volume 12, pp. 643–676. [Google Scholar]
- Guglielmi, D.; Mazzetti, G.; Villano, P.; Topa Cantisano, G. The impact of perceived effort-reward imbalance on workplace bullying: Also a matter of organizational identification. Psychol. Health Med. 2018, 23, 511–516. [Google Scholar] [CrossRef] [PubMed]
- Ricci, A.; Guglielmi, D.; Mariani, M.G.; Vignoli, M.; Violante, F.S. The improvement of safety rules by a participatory method. A case study in a chemical company. Chem. Eng. Trans. 2016, 53, 175–180. [Google Scholar]
- Burke, M.J.; Sarpy, S.A.; Smith-Crowe, K.; Chan-Serafin, S.; Salvador, R.O.; Islam, G. Relative effectiveness of worker safety and health training methods. Am. J. Public Health 2006, 96, 315–324. [Google Scholar] [CrossRef]
- Ingusci, E.; Spagnoli, P.; Zito, M.; Colombo, L.; Cortese, C.G. Seeking challenges, individual adaptability and career growth in the relationship between workload and contextual performance: A two-wave study. Sustainability 2019, 11, 422. [Google Scholar] [CrossRef] [Green Version]
M | SD | r | |||||
---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |||
1. T0 Age | 39.84 | 10.63 | |||||
2. T0 Safety climate | 3.89 | 0.68 | −0.05 | (0.70) | |||
3. T0 Risk perception | 3.87 | 0.56 | 0.06 | 0.24 *** | (0.65) | ||
4. T0 Safety knowledge | 3.50 | 0.91 | 0.01 | 0.18 ** | 0.23 *** | (0.87) | |
5. T1 Safety behavior | 3.65 | 0.57 | −0.08 | 0.23 *** | 0.17 ** | 0.29 *** | (0.63) |
Path Coefficients | Indirect Effects | ||||||||
---|---|---|---|---|---|---|---|---|---|
To T0 Risk Perception (RP) | To T0 Safety Knowledge (SK) | To T1 Safety Behavior (SB) | |||||||
b | SE | b | SE | b | SE | ||||
Age | 0.01 | 0.01 | −0.01 | 0.01 | −0.01 | 0.01 | |||
T0 Safety climate (SC) | 0.21 *** | 0.04 | 0.17 * | 0.08 | 0.10 * | 0.05 | |||
T0 Risk perception (RP) | 0.32 ** | 0.10 | 0.14 ** | 0.06 | |||||
T0 Safety knowledge (SK) | 0.14 ** | 0.03 | |||||||
b | SE | 95% CI | |||||||
Total | 0.06 | (0.02) | 0.02; 0.11 | ||||||
SC → RP → SB | 0.02 | (0.01) | 0.01; 0.06 | ||||||
SC → SK → SB | 0.03 | (0.02) | 0.01; 0.07 | ||||||
SC → RP → SK → SB | 0.01 | (0.01) | 0.01; 0.03 |
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Mazzetti, G.; Valente, E.; Guglielmi, D.; Vignoli, M. Safety Doesn’t Happen by Accident: A Longitudinal Investigation on the Antecedents of Safety Behavior. Int. J. Environ. Res. Public Health 2020, 17, 4332. https://doi.org/10.3390/ijerph17124332
Mazzetti G, Valente E, Guglielmi D, Vignoli M. Safety Doesn’t Happen by Accident: A Longitudinal Investigation on the Antecedents of Safety Behavior. International Journal of Environmental Research and Public Health. 2020; 17(12):4332. https://doi.org/10.3390/ijerph17124332
Chicago/Turabian StyleMazzetti, Greta, Emanuela Valente, Dina Guglielmi, and Michela Vignoli. 2020. "Safety Doesn’t Happen by Accident: A Longitudinal Investigation on the Antecedents of Safety Behavior" International Journal of Environmental Research and Public Health 17, no. 12: 4332. https://doi.org/10.3390/ijerph17124332
APA StyleMazzetti, G., Valente, E., Guglielmi, D., & Vignoli, M. (2020). Safety Doesn’t Happen by Accident: A Longitudinal Investigation on the Antecedents of Safety Behavior. International Journal of Environmental Research and Public Health, 17(12), 4332. https://doi.org/10.3390/ijerph17124332