Technical Papers
Jul 11, 2019

Role of Personality in Construction Safety: Investigating the Relationships between Personality, Attentional Failure, and Hazard Identification under Fall-Hazard Conditions

Publication: Journal of Construction Engineering and Management
Volume 145, Issue 9

Abstract

Workers’ attentional failures or inattention toward detecting a hazard can lead to inappropriate decisions and unsafe behaviors. Previous research has shown that individual characteristics such as past injury exposure contribute greatly to skill-based (e.g., attention failure) and perception-based (e.g., failure to identify and misperception) errors and subsequent accident involvement. However, a dearth of research empirically examined how a worker’s personality affects his or her attention and hazard identification. This study addresses this knowledge gap by exploring the impacts of the personality dimensions on the selective attention of workers exposed to fall hazards. To this end, construction workers were recruited to engage in a laboratory eye-tracking experiment that consisted of 115 potential and active fall scenarios in 35 construction images captured from actual projects within the United States. Construction workers’ personalities were assessed through the self-completion of the Big Five personality questionnaire, and their visual attention was monitored continuously using a wearable eye-tracking apparatus. The results of the study show that workers’ personality dimensions—specifically, extraversion, conscientiousness, and openness to experience—significantly relate to and impact attentional allocations and the search strategies of workers exposed to fall hazards. A more detailed investigation of this connection showed that individuals who are introverted, more conscientious, or more open to experience are less prone to injury and return their attention more frequently to hazardous areas. This study is the first attempt to illustrate how examining relationships among personality, attention, and hazard identification can reveal opportunities for the early detection of at-risk workers who are more likely to be involved in accidents. A better understanding of these connections provides valuable insight into both practice and theory regarding the transformation of current training and educational practices by providing appropriate intervention strategies for personalized safety guidelines and effective training materials to transform personality-driven at-risk workers into safer workers.

Get full access to this article

View all available purchase options and get full access to this article.

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 National Science Foundation is thanked for supporting the research reported in this paper through the Decision, Risk and Management Sciences (DRMS) program. This paper is based on work supported by the National Science Foundation under Grant Nos. 1824238 and 1824224. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the writers and do not necessarily reflect the views of the National Science Foundation.

References

Adams, D. C., and C. D. Anthony. 1996. “Using randomization techniques to analyse behavioural data.” Animal Behav. 51 (4): 733–738. https://doi.org/10.1006/anbe.1996.0077.
Allport, G. W. 1937. Personality: A psychological interpretation. New York: Henry Holt.
Anderson, J. R. 2005. Cognitive psychology and its implications. New York: Macmillan.
Arthur, W., Jr., and D. Doverspike. 2001. “Predicting motor vehicle crash involvement from a personality measure and a driving knowledge test.” J. Prev. Intervention Community 22 (1): 35–42. https://doi.org/10.1080/10852350109511209.
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.
Azucar, D., D. Marengo, and M. Settanni. 2018. “Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis.” Personality Individual Differences 124 (Apr): 150–159. https://doi.org/10.1016/j.paid.2017.12.018.
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.
Beus, J. M., L. Y. Dhanani, and M. A. McCord. 2015. “A meta-analysis of personality and workplace safety: Addressing unanswered questions.” J. Appl. Psychol. 100 (2): 481–498. https://doi.org/10.1037/a0037916.
Bogg, T., and B. Roberts. 2004. “Conscientiousness and health-related behaviors: A meta-analysis of the leading behavioral contributors to mortality.” Psychol. Bull. 130 (6): 887–919. https://doi.org/10.1037/0033-2909.130.6.887.
Borgatta, E. F. 1964. “The structure of personality characteristics.” Syst. Res. Behav. Sci. 9 (1): 8–17. https://doi.org/10.1002/bs.3830090103.
Cellar, D. F., Z. C. Nelson, C. M. Yorke, and C. Bauer. 2001. “The five-factor model and safety in the workplace: Investigating the relationship between personality and accident involvement.” J. Prev. Intervention Community 22 (1): 43–52. https://doi.org/10.1080/10852350109511210.
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. Organ. Psychol. 78 (3): 355–376. https://doi.org/10.1348/096317905X26183.
Deffenbacher, J. L., E. R. Oetting, and R. S. Lynch. 1994. “Development of a driving anger scale.” Psychol. Rep. 74 (1): 83–91. https://doi.org/10.2466/pr0.1994.74.1.83.
Di Fabio, A., and D. H. Saklofske. 2018. “The contributions of personality and emotional intelligence to resiliency.” Personality Individual Differences 123 (Mar): 140–144. https://doi.org/10.1016/j.paid.2017.11.012.
Drummond, G. B., and S. L. Vowler. 2012. “Different tests for a difference: How do we do research?” Adv. Physiol. Educ. 36 (1): 3–5. https://doi.org/10.1152/advan.00121.2011.
Duchowski, A. 2007. Eye tracking methodology: Theory and practice. 2nd ed. London: Springer.
Dzeng, R. J., C. T. Lin, and Y. C. Fang. 2016. “Using eye-tracker to compare search patterns between experienced and novice workers for site hazard identification.” Saf. Sci. 82 (Feb): 56–67. https://doi.org/10.1016/j.ssci.2015.08.008.
Esmaeili, B., and M. R. Hallowell. 2012. “Diffusion of safety innovations in the construction industry.” J. Constr. Eng. Manage. 138 (8): 955–963. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000499.
Eysenck, H. J. 1962. The structure of human personality. London: Methuen.
Eysenck, H. J. 1970. “The personality of drivers and pedestrians.” Med. Sci. Law 3: 416–423.
Fine, B. J. 1963. “Introversion-extraversion and motor vehicle driver behavior.” Perceptual Motor Skills 16 (1): 95–100. https://doi.org/10.2466/pms.1963.16.1.95.
Garrett, J., and J. Teizer. 2009. “Human factors analysis classification system relating to human error awareness taxonomy in construction safety.” J. Constr. Eng. Manage. 135 (8): 754–763. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000034.
Gevins, A., M. E. Smith, H. Leong, L. McEvoy, S. Whitfield, R. Du, and G. Rush. 1998. “Monitoring working memory load during computer-based tasks with EEG pattern recognition methods.” Hum. Factors 40 (1): 79–91. https://doi.org/10.1518/001872098779480578.
Goldberg, L. R. 1990. “An alternative ‘description of personality’: The Big-Five factor structure.” J. Personality Social Psychol. 59 (6): 1216–1229. https://doi.org/10.1037/0022-3514.59.6.1216.
Goldberg, L. R. 1992. “The development of markers for the Big-Five factor structure.” Psychol. Assess. 4 (1): 26–42. https://doi.org/10.1037/1040-3590.4.1.26.
Golimbet, V., M. Alfimova, I. Gritsenko, and R. Ebstein. 2007. “Relationship between dopamine system genes and extraversion and novelty seeking.” Neurosci. Behav. Physiol. 37 (6): 601–606. https://doi.org/10.1007/s11055-007-0058-8.
Gosling, S. D., P. J. Rentfrow, and W. B. Swann Jr. 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.
Hahn, S., D. R. Buttaccio, J. Hahn, and T. Lee. 2015. “Rapid communication: Personality and attention: Levels of neuroticism and extraversion can predict attentional performance during a change detection task.” Q. J. Exp. Psychol 68 (6): 1041–1048. https://doi.org/10.1080/17470218.2015.1032986.
Hansen, C. P. 1989. “A causal model of the relationship among accidents, biodata, personality, and cognitive factors.” J. Appl. Psychol. 74 (1): 81–90.
Hasanzadeh, S., B. Esmaeili, and M. Dodd. 2016. “Measuring construction workers’ real-time situation awareness using mobile eye-tracking.” In Proc., Construction Research Congress, 2894–2904. Reston, VA: ASCE.
Hasanzadeh, S., B. Esmaeili, and M. Dodd. 2017a. “Measuring the impact of working memory load on the safety performance of construction workers.” In Proc., Computing in Civil Engineering, 158–166. Reston, VA: ASCE.
Hasanzadeh, S., B. Esmaeili, and M. Dodd. 2017b. “Measuring the impacts of safety knowledge on construction workers’ attentional allocation and hazard detection using remote eye-tracking technology.” J. Manage. Eng. 33 (5): 04017024. https://doi.org/10.1061/(ASCE)ME.1943-5479.0000526.
Hasanzadeh, S., B. Esmaeili, and M. D. Dodd. 2017c. “Impact of construction workers’ hazard identification skills on their visual attention.” J. Constr. Eng. Manage. 143 (10): 04017070. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001373.
Hasanzadeh, S., B. Esmaeili, and M. D. Dodd. 2018a. “Examining the relationship between construction workers’ visual attention and situation awareness under fall and tripping hazard conditions: Using mobile eye tracking.” J. Constr. Eng. Manage. 144 (7): 04018060. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001516.
Hasanzadeh, S., B. Esmaeili, and M. D. Dodd. 2018b. “Examining the relationship between personality characteristics and worker’s attention under fall and tripping hazard conditions.” In Proc., Construction Research Congress 2018, 412–422. Reston, VA: ASCE.
Hasanzadeh, S., B. Esmaeili, M. D. Dodd, and E. Pellicer. 2017d. Using eye movements to identify hazards missed by at-risk workers. Fargo, ND: ISEC.
Heckhausen, H., and J. Beckman. 1990. “Intentional action and action slips.” Psychol. Rev. 97 (1): 36–48. https://doi.org/10.1037/0033-295X.97.1.36.
Henning, J. B., C. J. Stufft, S. C. Payne, M. E. Bergman, M. S. Mannan, and N. Keren. 2009. “The influence of individual differences on organizational safety attitudes.” Saf. Sci. 47 (3): 337–345. https://doi.org/10.1016/j.ssci.2008.05.003.
Hitch, G., and A. D. Baddeley. 2017. “Working memory.” In Exploring working memory, 43–79. New York: Routledge.
Hjelle, L. A., and D. J. Ziegler. 1976. Personality theory: Basic assumptions, research, and theory. New York: McGraw-Hill.
Hoffman, J. E., and B. Subramaniam. 1995. “The role of visual attention in saccadic eye movements.” Percept. Psychophys. 57 (6): 787–795. https://doi.org/10.3758/BF03206794.
Jacob, R. J., and K. S. Karn. 2003. “Eye tracking in human-computer interaction and usability research: Ready to deliver the promises.” In Mind’s eye, 573–605. Amsterdam, Netherlands: Elsevier. https://doi.org/10.1016/B978-044451020-4/50031-1.
John, O. P., and S. Srivastava. 1999. “The big-five trait taxonomy: History, measurement, and theoretical perspectives.” In Vol. 2 of Handbook of personality, 102–138. New York: Guilford Press.
Kaplan, S., and L. E. Tetrick. 2011. “Workplace safety and accidents: An industrial and organizational psychology perspective.” In APA handbooks in psychology: APA handbook of industrial and organizational psychology. Vol. 1 of Building and developing the organization, edited by S. Zedeck, 455–472. Washington, DC: American Psychological Association. https://doi.org/10.1037/12169-014.
Koelega, H. S. 1992. “Extraversion and vigilance: 30 years of inconsistencies.” Psychol. Bull. 112 (2): 239–258. https://doi.org/10.1037/0033-2909.112.2.239.
LaFleur, B. J., and R. A. Greevy. 2009. “Introduction to permutation and resampling-based hypothesis tests.” J. Clin. Child Adolesc. Psychol. 38 (2): 286–294. https://doi.org/10.1080/15374410902740411.
Lajunen, T. 2001. “Personality and accident liability: Are extraversion, neuroticism and psychoticism related to traffic and occupational fatalities?.” Personality Individual Differences 31 (8): 1365–1373. https://doi.org/10.1016/S0191-8869(00)00230-0.
Lardent, C. L. 1991. “Pilots who crash: Personality constructs underlying accident prone behaviour of fighter pilots.” Multivariate Exp. Clin. Res. 10 (1): 1–25.
Liao, C., and C. Lee. 2009. “An empirical study of employee job involvement and personality traits: The case of Taiwan.” Int. J. Econ. Manage. 3 (1): 22–36.
Ludbrook, J. 1994. “Advantages of permutation (randomization) tests in clinical and experimental pharmacology and physiology.” Clin. Exp. Pharmacol. Physiol. 21 (9): 673–686. https://doi.org/10.1111/j.1440-1681.1994.tb02570.x.
Ludbrook, J., and H. Dudley. 1998. “Why permutation tests are superior to t and F tests in biomedical research.” Am. Statistician 52 (2): 127–132. https://doi.org/10.1080/00031305.1998.10480551.
Matsumoto, K., S. Shibata, S. Seiji, C. Mori, and K. Shioe. 2010. “Factors influencing the processing of visual information from non-verbal communications.” Psychiatry Clin. Neurosci. 64 (3): 299–308. https://doi.org/10.1111/j.1440-1819.2010.02077.x.
Mogg, K., N. Millar, and B. P. Bradley. 2000. “Biases in eye movements to threatening facial expressions in generalized anxiety disorder and depressive disorder.” J. Abnormal Psycho. 109 (4): 695–704. https://doi.org/10.1037/0021-843X.109.4.695.
Mount, M. K., M. R. Barrick, and G. L. Stewart. 1998. “Five-factor model of personality and performance in jobs involving interpersonal interactions.” Hum. Perform 11 (2): 145–165.
Norman, W. T. 1963. “Toward an adequate taxonomy of personality attributes: Replicated factor structure in peer nomination personality ratings.” J. Abnormal Social Psychol. 66 (6): 574–583. https://doi.org/10.1037/h0040291.
Perlman, S. B., J. P. Morris, B. C. Vander Wyk, S. R. Green, J. L. Doyle, and K. A. Pelphrey. 2009. “Individual differences in personality predict how people look at faces.” PLoS One 4 (6): e5952. https://doi.org/10.1371/journal.pone.0005952.
Pervin, L. A., and O. P. John, eds. 1999. Handbook of personality: Theory and research. New York: Elsevier.
Pestonjee, D. M., and U. B. Singh. 1980. “Neuroticism-extroversion as correlates of accident occurrence.” Accid. Anal. Prev. 12 (3): 201–204. https://doi.org/10.1016/0001-4575(80)90019-6.
Postlethwaite, B., S. Robbins, J. Rickerson, and T. McKinniss. 2009. “The moderation of conscientiousness by cognitive ability when predicting workplace safety behavior.” Personality Individual Differences 47 (7): 711–716. https://doi.org/10.1016/j.paid.2009.06.008.
Rauthmann, J. F., C. T. Seubert, P. Sachse, and M. R. Furtner. 2012. “Eyes as windows to the soul: Gazing behavior is related to personality.” J. Res. Personality 46 (2): 147–156. https://doi.org/10.1016/j.jrp.2011.12.010.
R Development Core Team. 2012. R: A language and environment for statistical computing, version R2.15.0. Report prepared for the R Foundation for Statistical Computing. Vienna, Austria: R Development Core Team.
Reason, J. T., and D. Lucas. 1984. “Absent-mindedness in shops: Its incidence, correlates and consequences.” Br. J. Clin. Psychol. 23 (2): 121–131. https://doi.org/10.1111/j.2044-8260.1984.tb00635.x.
Robbins, S., and T. Judge. 2014. Essentials of organizational behavior. 12th ed. New York: Pearson.
Roy, G. S., and R. K. Choudhary. 1985. “Driver control as a factor in road safety.” Asian J. Psychol. Educ. 16 (3): 33–37.
Salgado, J. F. 1997. “The five factor model of personality and job performance in the European community.” J. Appl. Psychol. 82 (1): 30–43. https://doi.org/10.1037/0021-9010.82.1.30.
Salgado, J. F. 2002. “The big five personality dimensions and counterproductive behaviors.” Int. J. Sel. Assess. 10 (1–2): 117–125. https://doi.org/10.1111/1468-2389.00198.
Saucier, G. 1994. “Mini-markers: A brief version of Goldberg’s unipolar Big-Five markers.” J Personality Assess. 63 (3): 506–516. https://doi.org/10.1207/s15327752jpa6303_8.
Sing, C., P. Love, I. Fung, and D. Edwards. 2014. “Personality and occupational accidents: Bar benders in Guangdong Province, Shenzhen, China.” J. Constr. Eng. Manage. 140 (7): 05014005. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000858.
Smith, D. I., and R. W. Kirkham. 1981. “Relationship between some personality characteristics and driving record.” Br. J. Social Psychol. 20 (4): 229–231. https://doi.org/10.1111/j.2044-8309.1981.tb00491.x.
Staw, B. M., and S. G. Barsade. 1993. “Affect and managerial performance: A test of the sadder-but-wiser vs. happier-and-smarter hypotheses.” Administrative Sci. Q. 38 (2): 304–331. https://doi.org/10.2307/2393415.
Steffy, B. D., J. W. Jones, L. R. Murphy, and L. Kunz. 1986. “A demonstration of the impact of stress abatement programs on reducing employees’ accidents and their costs.” Am. J. Health Promotion 1 (2): 25–32. https://doi.org/10.4278/0890-1171-1.2.25.
Sun, Y., R. Fisher, F. Wang, and H. M. Gomes. 2008. “A computer vision model for visual-object-based attention and eye movements.” Comput. Vision Image Understanding 112 (2): 126–142. https://doi.org/10.1016/j.cviu.2008.01.005.
Sutherland, V. L., and C. L. Cooper. 1991. “Personality, stress and accident involvement in the offshore oil and gas industry.” Personality Individual Differences 12 (2): 195–204. https://doi.org/10.1016/0191-8869(91)90103-I.
Teng, C. I., S. S. Chang, and K. H. Hsu. 2009. “Emotional stability of nurses: Impact on patient safety.” J. Adv. Nurs. 65 (10): 2088–2096. https://doi.org/10.1111/j.1365-2648.2009.05072.x.
Viswesvaran, C., and D. S. Ones. 2008. “Perspectives on models of job performance.” Int. J. Sel. Assess. 8 (4): 216–226. https://doi.org/10.1111/1468-2389.00151.
Wallace, J. C., and S. J. Vodanovich. 2003. “Workplace safety performance: Conscientiousness, cognitive failure, and their interaction.” J. Occup. Health Psychol. 8 (4): 316–327. https://doi.org/10.1037/1076-8998.8.4.316.
Wiggins, J. S. ed. 1996. The five-factor model of personality: Theoretical perspectives. New York: Guilford Press.
Wu, D. W. L., W. F. Bischof, N. C. Anderson, T. Jakobsen, and A. Kingstone. 2014. “The influence of personality on social attention.” Personality Individual Differences 60 (Apr): 25–29. https://doi.org/10.1016/j.paid.2013.11.017.
Yang, M. K., and G. S. Wang. 2001. “The effects of an emotional management programme on the work emotional stability and interpersonal relationships of vocational school students.” Global J. Eng. Educ. 5 (2): 175–183.
Zhao, D., J. Lucas, and W. Thabet. 2009. “Using virtual environments to support electrical safety awareness in construction.” In Proc., 2009 Winter Simulation Conf. (WSC), 2679–2690. Austin, TX: IEEE. https://doi.org/10.1109/WSC.2009.5429258.
Zohar, D. 2011. “Safety climate: Conceptual and measurement issues.” In Handbook of occupational health psychology, edited by J. C. Quick, and L. E. Tetrick. 2nd ed., 141–164. Washington, DC: American Psychological Association.

Information & Authors

Information

Published In

Go to Journal of Construction Engineering and Management
Journal of Construction Engineering and Management
Volume 145Issue 9September 2019

History

Received: Jun 12, 2018
Accepted: Jan 3, 2019
Published online: Jul 11, 2019
Published in print: Sep 1, 2019
Discussion open until: Dec 11, 2019

Permissions

Request permissions for this article.

Authors

Affiliations

Sogand Hasanzadeh, S.M.ASCE [email protected]
Ph.D. Student, Charles E. Via, Jr. Dept. of Civil and Environmental Engineering, Virginia Tech, 121 Patton Hall, Blacksburg, VA 24061 (corresponding author). Email: [email protected]
Bac Dao, A.M.ASCE [email protected]
Assistant Professor, FPT School of Business and Technology, FPT Univ., Block C, Viet Uc Bldg., 54 Luu Huu Phuoc, Tu Liem, Hanoi 10000, Vietnam. Email: [email protected]
Behzad Esmaeili, A.M.ASCE [email protected]
Assistant Professor, Dept. of Civil, Environmental and Infrastructure Engineering, George Mason Univ., Fairfax, VA 22030. Email: [email protected]
Michael D. Dodd [email protected]
Associate Professor, Dept. of Psychology, Univ. of Nebraska–Lincoln, B82 East Stadium, Lincoln, NE 68588. Email: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share