• Title/Summary/Keyword: SEM(structural emquation modeling)

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Analysis of Human Error Influencing Factor Using SEM (Structural Equation Modeling) (구조방정식모형을 이용한 휴먼에러 영향요인 분석)

  • Joo, Youngjong;Oh, Jun;Jung, TaeHoi;Kim, Byungjik;Park, Kyoshik
    • Journal of the Korean Society of Safety
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    • v.36 no.3
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    • pp.60-65
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    • 2021
  • 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.