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Analysis of Human Error Influencing Factor Using SEM (Structural Equation Modeling)

구조방정식모형을 이용한 휴먼에러 영향요인 분석

  • Joo, Youngjong (Department of Health and Safety Convergence Engineering, Soongsil University) ;
  • Oh, Jun (Department of Health and Safety Convergence Engineering, Soongsil University) ;
  • Jung, TaeHoi (Department of Health and Safety Convergence Engineering, Soongsil University) ;
  • Kim, Byungjik (Department of Health and Safety Convergence Engineering, Soongsil University) ;
  • Park, Kyoshik (Department of Health and Safety Convergence Engineering, Soongsil University)
  • 주영종 (숭실대학교 안전.보건융합공학과) ;
  • 오준 (숭실대학교 안전.보건융합공학과) ;
  • 정태회 (숭실대학교 안전.보건융합공학과) ;
  • 김병직 (숭실대학교 안전.보건융합공학과) ;
  • 박교식 (숭실대학교 안전.보건융합공학과)
  • Received : 2021.04.12
  • Accepted : 2021.05.26
  • Published : 2021.06.30

Abstract

Human error is often in part in the cause of accidents and the result of various factors in an organization. Accidents should be investigated to elucidate all causes. Therefore, to reduce accidents, it is necessary to identify which factors affect human error within the organization. In this study, five groups of influencing factors on human error were selected using previousresearch, and operational definitions were made based on them. In addition, a questionnaire for measuring latent variables by operational definition was developed as an observation variable, and responses were received from employees of chemical companies in Ulsan. Based on SEM (structural equation modeling) analysis, 1) confirmatory factor analysis of variables in the human error model, 2) reliability and validity of latent variables, 3) correlations among latent variables, 4) influencing coefficients among influence factors, and 5) the verification results of the paths that these influencing factors have on human error are introduced in this study.

Keywords

References

  1. Ministry of Employment and Labor of Korea, "Occupational Accident Statistics", 2019.
  2. J. C. Park, "A Study on the Analysis of Human-errors in Major Chemical Accidents in Korea", Korea National University of Transportation, 2017.
  3. Human Factors: Managing Human Failures (https://www. hse.gov.uk/humanfactors/topics/humanfail.htm).
  4. Safety Institute of Australia Ltd, "Model of Causasion: Safety", pp. 12-15, 2012.
  5. E. Hollangel, "Cognitive Reliability and Error Analysis Method", Elsevier, p. 113, 1998.
  6. E. Fowler, "Critical Evaluation of Quantitative Human Error Estimation Methods in Light of Different Incident Causation Models and Hollnagel's Research on Performance Variability", Aberdeen University, p. 47, 2018.
  7. I. G. Hong, "Analysis of Structural Model for the Safety Violation Behavior of Industrial Workers", Korea National University of Transportation, p. 65, 2016.
  8. K. S. Moon, "Research on Predisposing Factor of Safety Climate and Safety Performance", Kyunghee University, p. 90, 2014.
  9. Y. G. Park, "The Effect of the Factors to Induce Human Error on Safety Perceived by Maintenance Men - Focusing on Nuclear Power Plants", p. 44, 2011.
  10. S. K. Lee et al., "Research about Researcher's Safety Ethnic Level and Improvement Extent of Safety Culture, Based on Organizational Safety Efforts", J. Korean Soc. Saf., Vol. 30, No. 3, pp. 123-134, 2015. https://doi.org/10.14346/JKOSOS.2015.30.3.123
  11. M. Jae and K. Han, "Development of A New Methodology for Evaluating Nuclear Safety Culture", J. Korean Soc. Saf., Vol. 30, No. 4, pp. 174-180, 2015. https://doi.org/10.14346/JKOSOS.2015.30.4.174
  12. I. G. Hong and J. B. Baek, "Towards an Effective Assessment of Safety Culture", J. Korean Soc. Saf., Vol. 31, No. 1, pp. 118-125, 2016. https://doi.org/10.14346/JKOSOS.2016.31.1.118
  13. H. S. Kwon and K. O. Lee, "A Study on the Characteristics of Safety Culture by Workplace Size and Work Type in the Group Company", J. Korean Soc. Saf., Vol. 32, No. 6, pp. 125-130, 2017. https://doi.org/10.14346/JKOSOS.2017.32.6.125
  14. K. S. Song et al., "The Effect of Safety Culture on the Safety Awareness and Safety Behavior of Manufacturing Workers", J. Korean Soc. Saf., Vol. 34, No. 6, pp. 65-75, 2019. https://doi.org/10.14346/JKOSOS.2019.34.6.65
  15. K. H. Wee et al., "Structural Relations Between Safety Leadership, Safety Observance, Safety Education, and Safety Culture - K Company Case Study -", J. Korean Soc. Saf., Vol. 36, No. 1, pp. 36-43, 2021. https://doi.org/10.14346/JKOSOS.2021.36.1.36
  16. D. H. Kim, "Study on Human Error Analysis of Chemical Plants", KOSHA Occupational Safety and Health Research Institute, 1999.