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Comparison of National Occupational Accident Fatality Rates using Statistical Analysis on Economic and Social Indicators

경제⋅사회지표의 다변량 통계 분석을 활용한 국가 간 산업재해 사고사망 상대수준 비교

  • Kyunghun, Kim (Department of Occupational Safety and Health, University of Ulsan) ;
  • Sudong, Lee (Department of Industrial Engineering, University of Ulsan)
  • 김경훈 (울산대학교 산업안전보건전문학과) ;
  • 이수동 (울산대학교 산업경영공학부)
  • Received : 2022.08.22
  • Accepted : 2022.11.15
  • Published : 2022.12.31

Abstract

The comparative evaluation of occupational accident fatality rates (OAFRs) of different countries is complicated owing to the differences in their level of socio-economic development. However, such evaluation is necessary to assess the national occupational safety and health system of a country. This study proposes a statistical method to compare the OAFRs of countries taking into consideration the difference in their level of socio-economic development. We first collected data on the socio-economic indicators and OAFRs of 11 countries over a 30-year period. Next, based on literature survey and statistical correlation analysis, we selected the significant independent variables and built multiple linear regression models to predict OAFR. We also determined the groups of countries having heterogeneous relationships between the independent variables and OAFRs, which are represented by the regression models. The proposed method is demonstrated by comparing the OAFR of Korea with the OAFRs of 10 other developed countries.

Keywords

References

  1. B. Jeong, "Comparisons of Variables between Fatal and Nonfatal Accidents in Manufacturing Industry", International Journal of Industrial Ergonomics, Vol. 23, Issues 5-6, pp. 565-572, 1999. https://doi.org/10.1016/S0169-8141(98)00020-1
  2. J. Park, S. G. Kim, J. Park, B.Han, K. B. Kim and Y. Kim, "Hazards and Health Problems in Occupations Dominated by Aged Workers in South Korea", Annals of Occupational and Environmental Medicine, pp. 1-10, 2017.
  3. J. Hong and K. Lee, "The Aging Work Force in Korea", International Archives of Occupational and Environmental Health, pp. 253-260,
  4. S. W. Lee, K. S. Kim and T. W. Kim, "The Status and Characteristics of Industrial Accidents for Migrant Workers in Korea Compared with Native Workers", Korean Journal of Occupational and Environmental Medicine, Vol. 20, No. 4, pp. 351-361, 2008. https://doi.org/10.35371/kjoem.2008.20.4.351
  5. D. K. Kim and S. Park, "Business Cycle and Occupational Accidents in Korea", Safety and health at Work, Vol. 11, Issue 3, pp. 314-321, 2020. https://doi.org/10.1016/j.shaw.2020.05.002
  6. J. M. Jeong, C. H. Lee, Y. K.Sim, J. W. Jeong and J. H. Lee, "Comparison of Difference in the Investigation of Fatality Rate in Construction among Various Countries", J. Korean Soc. Saf., Vol. 36, No. 4, pp. 47-53, 2021.
  7. S. Park, "Comparative Analysis of Change Trend on Occupational Accident Rate among Major Countries", Korea Occupational Safety and Health Research Institute, 2020.
  8. S. Lee, S. R. Chang and Y. Suh, "Developing Concentration Index of Industrial and Occupational Accidents: The Case of European Countries", Safety and Health at Work Volume 11, Issue 3, pp. 266-274, 2020. https://doi.org/10.1016/j.shaw.2020.05.003
  9. S. S. Lim, "Global Trends in Occupational Injury Indices and Their Relation to National Indicators", Yonsei University, 2020,
  10. Y. S. Kang, T. G. Kim, K. H. Ahn, D. L. Choi, U. N. Jung, S. H. Lee, M. A. Park, S. Lee and S. H. Kim, "The Study on Strategy for Industrial Accident Prevention by the Industrial Accident Rate Forecasting in Korea", Korea Safety Management and Science, pp. 177-183, 2011.
  11. E. Choi, G. S. Jeon, W. K. Lee and Y. S. Kim, "The Prediction of Industrial Accident Rate in Korea: A Time Series Analysis", Korean J. Occup. Health Nurs., Vol. 25, Issue 1, pp. 65-74, 2016. https://doi.org/10.5807/KJOHN.2016.25.1.65
  12. J. Choi, B. Gu, S. Chin and J. S. Lee, "Machine Learning Predictive Model based on National Data for Fatal Accidents of Construction Workers", Automation in Construction Vol. 110, 2020.
  13. J. W. Tukey, "Comparing Individual Means in the Analysis of Variance", Biometrics, Vol. 5, No. 2, pp. 99-114, 1949. https://doi.org/10.2307/3001913
  14. J. Takala, "Global Estimates of Fatal Occupational Accidents", Epidemiology, Vol. 10, No. 5, pp. 640-646, 1999. https://doi.org/10.1097/00001648-199909000-00034
  15. J. H. Kim, D. H. Seo, S. Y. Kang, B. Baek and G. W. Bae, "Consideration of Limitations related to the International Comparison of Statistics on Fatal Occupational Injuries per 100,000 Workers", J. Korean Soc. Saf., Vol. 36, No. 4, pp. 99-107, 2021. https://doi.org/10.14346/JKOSOS.2021.36.4.99
  16. K. H. Yi, H. H. Cho and G. H. You, "The Comparative Study on the Occupational Injury Rate and Mortality Rate of the Total Workers and Foreign Workers", J. Korean Soc. Saf., Vol. 27, No. 1, pp. 96-104, 2012.