Abstract
Mineworkers face a challenging and dynamic work environment every workday. To maintain a safe workplace, mineworkers must be able to recognize worksite hazards while they perform their jobs. Though hazard recognition is a critical skill, recent research from the National Institute for Occupational Safety and Health (NIOSH) indicates that mineworkers fail to identify a significant number of hazards. To further the understanding of mineworkers’ hazard recognition ability and to begin to address hazard recognition performance, NIOSH researchers analyzed data collected during a laboratory research study to determine the effect of individual mineworker factors including risk attitude, work experience, and safety training on hazard recognition accuracy. The results of this study show that mineworker risk attitude and safety-specific work experience affect hazard recognition performance while hazard-specific safety training does not. These results suggest that some of these individual factors can be overcome through experience and training. Potential strategies that can be used to address these factors are also discussed.
Similar content being viewed by others
References
Mine Safety and Health Administration (2019) Accident: illness and injury and employment self-extracting files (Part 50 Data). http://www.msha.gov/STATS/PART50/p50y2k/p50y2k.htm
Mine Safety and Health Administration (2015) Program Policy Letter NO. P15-IV-01. https://www.msha.gov/p15-iv-01
Albert A, Hallowell MR, Skaggs M, Kleiner B (2017) Empirical measurement and improvement of hazard recognition skill. Saf Sci 93:1–8
Scharf T, Vaught C, Kidd P, Steiner L, Kowalski K, Wiehagen B, Rethi L, Cole H (2001) Toward a typology of dynamic and hazardous work environments. Hum Ecol Risk Assess 7(7):1827–1842
Kowalski-Trakofler K, Barrett E (2007) Reducing non-contact electric arc injuries: an investigation of behavioral and organizational issues. J Saf Res 38(5):597–608
Carter G, Smith SD (2006) Safety hazard identification on construction projects. J Constr Eng Manag 132(2):197–205
Bahn S (2013) Workplace hazard identification and management: the case of an underground mining operation. Saf Sci 57:129–137
Hillson D, Murray-Webster R (2007) Understanding and managing risk attitude. Gower Publishing, Farnham
Hunter DR (2002) Risk perception and risk tolerance in aircraft pilots. Federal Aviation Administration, Washington DC, Office of Aviation Medicine
Lion R, Meertens RM, Bot I (2002) Priorities in information desire about unknown risks. Risk Anal 22(4):765–776
Judge TA, Thoresen CJ, Pucik V, Welbourne TM (1999) Managerial coping with organizational change: a dispositional perspective. J Appl Psychol 84(1):107–122
Nicholson N, Soane E, Fenton-O'Creevy M, Willman P (2005) Personality and domain-specific risk taking. J Risk Res 8(2):157–176
Maiti J, Chatterjee S, Bangdiwala SI (2004) Determinants of work injuries in mines–an application of structural equation modelling. Inj Control Saf Promot 11(1):29–37
Haas EJ, Yorio PL (2019) The role of risk avoidance and locus of control in workers’ near miss experiences: implications for improving safety management systems. J Loss Prev Process Ind 59:91–99
Haas EJ, Eiter B, Hoebbel C, Ryan ME (2019) The impact of job, site, and industry experience on worker health and Safety. Safety 5(1):16
Lehmann CC, Haight JM, Michael JH (2009) Effects of safety training on risk tolerance: an examination of male workers in the surface mining industry. J SH&E Res 4(3):1–22
Perlman A, Sacks R, Barak R (2014) Hazard recognition and risk perception in construction. Saf Sci 64:22–31
Eiter BM, Bellanca JL, Helfrich W, Orr TJ, Hrica J, Macdonald B, Navoyski J (2017) Recognizing mine site hazards: identifying differences in hazard recognition ability for experienced and new mineworkers. In: International conference on applied human factors and ergonomics. Springer, Cham, pp 104–115
Burke MJ, Scheuer ML, Meredith RJ (2007) A dialogical approach to skill development: the case of safety skills. HRMR 17(2):235–250
Barrett EA, Kowalski-Trakofler KM (1995) Effective hazard recognition training using a latent-image, three-dimensional slide simulation exercise. U.S. Department of the Interior, Bureau of Mines, RI 9527
Dzeng RJ, Lin CT, Fang YC (2016) Using eye-tracker to compare search patterns between experienced and novice workers for site hazard identification. Saf Sci 82:56–67
Kowalski-Trakofler KM, Barrett EA (2003) The concept of degraded images applied to hazard recognition training in mining for reduction of lost-time injuries. J Saf Res 34(5):515–525
Namian M, Albert A, Zuluaga CM, Behm M (2016) Role of safety training: impact on hazard recognition and safety risk perception. J Constr Eng Manag 142(12):04016073
Albert A, Hallowell MR, Kleiner B, Chen A, Golparvar-Fard M (2014) Enhancing construction hazard recognition with high-fidelity augmented virtuality. J Constr Eng Manag 140(7):04014024
Komaki J, Heinzmann AT, Lawson L (1980) Effect of training and feedback: component analysis of a behavioral safety program. J Appl Psychol 65(3):261–270
Mine Safety and Health Administration (1999) Training and retraining of miners engaged in shell dredging or employed at sand, gravel, surface stone, surface clay, colloidal phosphate, or surface limestone mines. Code of Federal Regulations, Title 30 Part 46
Bellanca JL, Orr TJ, Helfrich W, Macdonald B, Navoyski J, Eiter B (2016) Assessing Hazard identification in surface stone mines in a virtual environment. In: Advances in applied digital human modeling and simulation. Springer, Cham, pp 217–230
Meertens RM, Lion R (2008) Measuring an individual's tendency to take risks: the risk propensity scale. J Appl Psychol 38(6):1506–1520
Reyna VF, Lloyd FJ (2006) Physician decision making and cardiac risk: effects of knowledge, risk perception, risk tolerance, and fuzzy processing. J Exp Psychol Appl 12(3):179
Schmidt FL, Hunter JE, Outerbridge AN (1986) Impact of job experience and ability on job knowledge, work sample performance, and supervisory ratings of job performance. J Appl Psychol 71:432–439
Hutton RJ, Klein G (1999) Expert decision making. Syst Eng J Int Counc Syst Eng 2(1):32–45
Breslin FC, Smith P (2005) Age-related differences in work injuries: a multivariate, population-based study. Am J Ind Med 48:50–56
Schmidt RA, Lee TD (2013) Motor learning and performance: from principles to application, 5th edn. Human Kinetics
Mine Safety and Health Administration (2008) Mine Emergency Evacuation Training and Drills. Code of Federal Regulations. Title 30 Part 75.1504
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Disclaimer
The findings and conclusions in this paper are those of the authors and do not necessarily represent the official position of the National Institute for Occupational Safety and Health, Centers for Disease Control and Prevention. Mention of company names or products does not constitute endorsement by NIOSH.
Conflict of Interest
On behalf of all authors, the corresponding author states that there is no conflict of interest.
Ethics Approval
This work was reviewed and approved by the National Institute for Occupational Safety and Health’s Institutional Review Board.
Consent to Participate
Prior to the start of the study, all participants consented and agreed to voluntarily participate. Participants could withdraw from the study at any time, for any reason, without penalty.
Consent for Publication
NIOSH employees have consented to use of their images within publication.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Eiter, B.M., Bellanca, J.L. Identify the Influence of Risk Attitude, Work Experience, and Safety Training on Hazard Recognition in Mining. Mining, Metallurgy & Exploration 37, 1931–1939 (2020). https://doi.org/10.1007/s42461-020-00293-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s42461-020-00293-8