Recognizing Mine Site Hazards: Identifying Differences in Hazard Recognition Ability for Experienced and New Mineworkers
To perform a successful workplace examination, miners must be able to find and fix hazards. The goal of the current research project was to identify differences in how workers with varying amounts of work and safety experience search and identify hazards. The NIOSH research team created true-to-life panoramic images that safety professionals, experienced miners, inexperienced miners, and students searched for hazards. The effects of the image context and experience level of the participants on the overall accuracy are explored. The research findings suggest that safety experience and hazard familiarity play a large role in a miner’s ability to identify hazards. Findings from this study will be incorporated into training programs focused on improving hazard recognition ability for surface stone, sand, and gravel miners.
KeywordsEye tracking Hazard recognition Virtual reality
NIOSH would like to thank Holly Tonini for her help in taking and editing the panoramic images. The findings and conclusions are those of the authors and do not necessarily represent the views of NIOSH.
- 1.Mine Safety and Health Administration. Accident: Illness and Injury and Employment Self-Extracting Files (Part 50 Data). http://www.msha.gov/STATS/PART50/p50y2k/p50y2k.htm
- 2.Mine Safety and Health Administration: Examinations of working places in metal and nonmetal mines. Final Rule Fed. Reg. 82, 7680–7695 (2017)Google Scholar
- 3.Mine Safety and Health Administration: Definitions. In: Code of Federal Regulations. Title30, Part 56.2 (2015)Google Scholar
- 9.Barrett, E., Kowalski, K.: Effective Hazard Recognition Training Using a Latent-Image, Three-Dimensional Slide Simulation Exercise. Report of Investigations, vol. 9527, pp. 1–36. Bureau of Mines, Washington, DC (1994)Google Scholar
- 11.Burke, M.J., Scheuer, M.L., Meredith, R.J.: A dialogical approach to skill development: the case of safety skills. HRMR 17(2), 235–250 (2007)Google Scholar
- 18.Stinson, C., Kopper, R., Scerbo, B., Ragan, E., Bowman, D.: The effects of visual realism on training transfer in immersive virtual environments. In: Proceedings of Human Systems Integration Symposium (2011)Google Scholar
- 19.FMCSA.: Physical Qualifications for Drivers. Code of Federal Regulations. Title 49, Part 391.41 (2015)Google Scholar
- 20.McWilliams, L., Lenart, P., Lancaster, J., Zeiner Jr., J.R.: National survey of the mining population, part I: employees. Off. Mine Saf. Health Res. Inf. Circ. 9527, 252 (2012)Google Scholar
- 21.Mine Safety and Health Administration: 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 (1999)Google Scholar
- 22.Bellanca, J., Orr, T., Helfrich, W., Macdonald, B., Navoyski, J., Eiter, B.: Assessing hazard identification in surface stone mines in a virtual environment. In: Vincent, G.D. (ed.) Advances in Applied Digital Human Modeling and Simulation, pp. 217–230. Springer, Cham (2016)Google Scholar
- 23.Salvucci, D.D., Goldberg, J.H.: Identifying fixations and saccades in eye-tracking protocols. In: Proceedings of the 2000 Symposium on Eye Tracking Research and Applications. ACM (2000)Google Scholar