DOI QR코드

DOI QR Code

ETA를 활용한 근로자의 불안전한 행동과 떨어짐 사고의 관계

The Relationship between Unsafe Acts and Fall Accident of Workers Using ETA

  • Jeong, Eunbeen (Department of Architectural Engineering, Graduate School, Incheon National University) ;
  • Choi, Jaewook (Department of Architectural Engineering, Graduate School, Incheon National University) ;
  • Lee, Chansik (Department of Civil Engineering, Incheon National University)
  • 투고 : 2020.02.29
  • 심사 : 2020.04.07
  • 발행 : 2020.05.31

초록

최근 건설구조물의 대형화, 고층화로 인해 고소작업이 증가하며 떨어짐 사고(이하 사고)가 증가하고 있다. 근로자의 불안전한 행동이 산업재해의 주요 원인으로 밝혀지며, 불안전한 행동 예측 및 관리의 필요성이 제기되었다. 이 연구는 건설 현장에서 근로자의 불안전한 행동과 사고의 관계를 확률로 제시하여 불안전한 행동의 개선 효과를 산출하는 것을 목적으로 수행되었다. 재해사례를 분석하여 근로자의 불안전한 행동을 도출하고, 설문조사를 통하여 불안전한 행동으로 인한 사고의 발생 확률(이하 사고 확률)을 산출하였다. 사건수 분석 기법(Event Tree Analysis; ETA)을 활용하여 불안전한 행동의 조합에 따른 최종 사고 확률과 개선 효과를 확인하였다. 불안전한 행동별 사고 확률은 음주 후 작업 수행(95.41%)이 가장 높았고, 장비 및 기계 활용(65.70%)이 가장 낮았다. 불안전한 행동의 조합에 따른 사고 확률은 불안전한 행동을 모두 수행한 경우(13.23%)가 가장 높았고, 불안전한 행동을 수행하지 않은 경우(0.00%)가 가장 낮았다.

The large-scaled and high-rise construction structures in recent years have increased high place work, leading to an increase in falling accidents (hereinafter, "accidents"). The need for prediction and management of unsafe acts of workers at construction sites has been raised as unsafe acts of workers are identified as the main cause of industrial accidents. This research aims at deriving the improvement effect of unsafe acts by presenting the relationship between unsafe acts of workers and accidents at construction sites as a probability. Unsafe acts of workers were derived based on the analysis of accident cases. In addition, surveys were conducted to calculate the probability of occurrence of accidents caused by unsafe acts (hereinafter, 'accident probability'). The Event Tree Analysis (ETA) was utilized to confirm the final probability according to the combination of unsafe acts and improvement effect. The accident probability by unsafe act was found to be the highest for working after drinking (95.41%) and to be the lowest for equipment and machine utilization (65.70%). The accident probability according to a combination of unsafe acts was the highest when all of the unsafe acts were conducted (13.23%) and was the lowest when none of the unsafe acts were conducted (0.00%).

키워드

참고문헌

  1. An Analysis of Industrial Accident Status, Ministry of Employment and Labor, 2014-2019.
  2. Andrews, J.D., and Dunnett, S.J. (2000). "Event-tree analysis using binary decision diagrams." IEEE Transactions on Reliability, 49(2), pp. 230-238. https://doi.org/10.1109/24.877343
  3. Andrews, J.D., and Moss, T.R. (1993). Reliability and risk assessment, Longman scientific and technical, London, pp. 1-368.
  4. Ang, A.H-S., and Tang, W.H. (1984). Probability Concepts in Engineering Planning and Design; 1st ed, John Wiley and Sons, NewYork, pp. 498-504.
  5. Beim, G.K., and Hobbs, B.F. (1997). "Event tree analysis of lock closure risks." Journal of Water Resources Planning and Management, ASCE, 123(3), pp. 169-178. https://doi.org/10.1061/(ASCE)0733-9496(1997)123:3(169)
  6. Cho, H,N., Lim, J.K., and Kim, K.S. (1997). "Probabilistic Risk Assessment for Construction Projects." Computational Structural Engineering Institute of Korea, 10(2), pp. 24-34.
  7. Choi, J.H., and Ryu, H.G. (2019). "Analysis of Occupational Injury and Feature Importance of Fall Accidents on the Construction Sites using Adaboost." Journal of the Architectural Institute of Korea Structure & Construction, JAIK_SC, 35(11), pp. 155-162.
  8. Guidelines for Industrial Accident Records and Classification, KOSHA (2016).
  9. Guildlines for the Survey of Industrial Accident Test, Ministry of Labor & STATISTICS KOREA (2010).
  10. Han, I.H., Yang, G.N., Cho, H.G., Jung, G.H., Kim, G.H., and Shin, Y.S. (2014). "The Analysis on the Unsafe Acts of Laborers at Domestic Construction Sites." Journal of the Korean Society of Safety, KOSOS, 29(4), pp. 132-139. https://doi.org/10.14346/JKOSOS.2014.29.4.132
  11. Heinrich, H.W. (1931). Industrial accident prevention - a scientific approach; 1st ed, Mcgraw Hill, NewYork, pp. 1-357.
  12. Hong, E.S., Kong, J.S., Shin, H.S., and Lee, I.M. (2007). "A Case Study for Probabilistic Risk Evaluation based on Event Tree Analysis Technique for the Design of Shield TBM." Journal of The Korean Society of Civil Engineers, KSCE, 27(2C), pp. 139-147.
  13. Hong, E.S., Lee, I.M., Kim, D.H., and Kim, Y.I. (2003). "Risk Analysis in Shield Tunnelling using Event Tree Analysis Technique." Proceedings of the 2003 KSCE Conference, Daegu, KOREA.
  14. Industrial Accident Analysis, KOSHA (2014-2019).
  15. Industrial Accident Analysis, MOEL (2014-2019).
  16. Jang, J.Y., Yang, W.J., and Yi, W.H. (2018). "Preventive Measures Due To Accident Analysis Of Tower Cranes."Proceedings of the 2018 KOSHAM Conference, Seoul, KOREA.
  17. Jeon, E.M., Choi, J.H., and Hong, W.H. (2010). "Probabilistic Evacuation Safety Assessment of High-rise Building through Event Tree Analysis." Proceedings of the 2010 AIK Conference, Daejeon, KOREA.
  18. Jeong, I.S. (2017). "Analysis of the Relationship between Workers' Ego-state, safe and unsafe Behaviors, and industrial Accident." MS thesis, Busna Digital Univ., Busan.
  19. Jo, S.S. (2016). "A Study on the Pattern Classification of Event Tree Analysis for Marine Accident Assessment." MS thesis, Mokpo National Maritime Univ., Mokpo.
  20. Jung, J.H. (2010). "The Effect of individual characteristics and organizational characteristics on safety-unsafety behavior." MS thesis, Catholic Univ., Seoul.
  21. Kenarangui, R. (1991). "Event-Tree Analysis by Fuzzy Probability." IEEE Transactions on Reliability, 40(1), pp. 120-124. https://doi.org/10.1109/24.75348
  22. Kim, D.S., and Shin, Y.S. (2019). "A Study on the Risk Factors according to the Frequency of Falling Accidents in Construction Site." Journal of the Korea Institute of Building Construction, JKIBC, 19(2), pp. 185-192. https://doi.org/10.5345/JKIBC.2019.19.2.185
  23. Kim, E.J. (2018). "A Method for Preventing Falling Accident in Small and Medium-sized Construction Companies." Journal of the Regional Association of Architectural Institute of Korea, 20(6), pp. 25-32.
  24. Kim, E.J. (2018). "Analysis on the Factors of Construction Disaster Applying the AHP." Journal of the Regional Association of Architectural Institute of Korea, 20(1), pp. 197-204.
  25. Kim, H.J., and Paik, S.W. (2010). "A Study on the Cause Analysis of Fall Accidents at Temporary Construction Sites." Journal of the Korean Society of Safety, KOSOS, 25(1), pp. 62-64.
  26. Kim, J.W., Lee, H.S., Park, M.S., and Kwon, N.H. (2017). "A System Dynamics Approach for Modeling Cognitive Process of Construction Workers' Unsafe Behaviors." Korean Journal of Construction Engineering and Management, KICEM, 18(2), pp. 38-48. https://doi.org/10.6106/KJCEM.2017.18.2.038
  27. Kim, K.S. (2018). "Influencing Factors of Sensibility Factor and Self-Esteem on Safe and Unsafe Behaviors." MS thesis, Kyonggi Univ., Kyonggi.
  28. Korea Expressway Corporation Research institute. (2017) A Development of Risk Management System for Safety Management During Tunnel Construction Stage, Research Report, 2017-12.
  29. Lee, S.M. (2019). "Correlation between Construction Workers' Lifestyles and Safe or Unsafe Behaviors." MS thesis, Kyonggi Univ., Kyonggi.
  30. Lim, H.L., Lee, Y.D., Kim, J.H., and Kim, J.J. (2010). "A Study on Safety Management and Improve Method through Analysis of Disaster Cases in Construction." Proceedings of 2010 KIC Conference, Daejeon, KOREA.
  31. Lim, H.W., Park, M.S., and Lee, H.S. (2016). "Identification and Analysis of Unsafe Behavior Incurring Factors of Workers by Each Project Scale of Construction Site."Proceedings of the 2016 AIK Conference, Seoul, KOREA.
  32. Management Guidelines for Event Tree Analysis, KOSHA, 2012.
  33. McSween, T.E. (2003). Values-Based Safety Process - Improving Your Safety Culture With Behavior - Based Safety; 2nd ed, Jon Wiley and Sons, NewYork, pp. 1-304.
  34. Min, K.H., Cha, Y.W., Han, S.W., and Hyun, C.T. (2019). "An Analysis of Relationship between Unsafe Acts and Human Errors of Workers for Construction Accident Prevention." Journal of the Architectural Institute of Korea Structure & Construction, JAIK-SC, 35(5), pp. 161-168. https://doi.org/10.5659/JAIK_SC.2019.35.5.161
  35. Nunnally, J.C. (1978). Psychometric theory; 2nd ed. McGraw-Hill, New York, pp. 1-701.
  36. Park, S.B. (2015). "A Study on the Key Factors to Prevent Unsafe Behavior of Construction Workers." MS Thesis, Seoul National University of Science and Technology, Seoul.
  37. Ryu, S.U., and Heo, D.G. (2009). "A Study on Evaluating Background Factors of the Unsafe Behavior using AHP."Proceedings of the Safety Management and Science Conference, Yongin, KOREA.
  38. Seo, H.Y. (2010). "The Effect of Personality Characteristics and Job Characteristics on Safety-unsafety behavior."MS thesis, Catholic Univ., Seoul.
  39. Shin, D.W., Yang, G.N., Han, I.H., Jung, G.H., Shin, Y.S., and Kim, G,H. (2014). "Analysis on Unsafe Act of Foreign Construction Laborers." Proceedings of the 2014 KIC Conference, Gyeonggido, KOREA.
  40. Shin, W.S., and Son, C.B. (2018). "An Analysis on the Accident Influence Factor and Severity of Construction General Workers." Journal of the Architectural Institute of Korea Structure & Construction, JAIK_SC, 34(3), pp. 69-76. https://doi.org/10.5659/JAIK_SC.2018.34.3.69
  41. Umh, G.S. (2011). "An analysis on fall accidents at the apartment construction site by making up questionaires for employee." MS thesis, Hanyang Univ., Seoul.