DOI QR코드

DOI QR Code

Risk Perception of the Firefighters Responsible for Nuclear Power Plants: Construct Validity

원자력발전소 화재에 대한 관할 지역 소방관의 위험인식: 측정도구의 개발과 타당화

  • Choi, HaeYoun (Department of Counseling, Korea Counseling Graduate University) ;
  • Lee, SangKyu (Department of Reactor System Evaluation, Korea Institute of Nuclear Safety) ;
  • Choi, Jong-An (Department of Psychology, Kangwon National University)
  • 최해연 (한국상담대학원대학교 상담학과) ;
  • 이상규 (한국원자력안전기술원 계통평가실) ;
  • 최종안 (강원대학교 심리학과)
  • Received : 2019.10.02
  • Accepted : 2019.10.22
  • Published : 2019.10.31

Abstract

As the importance of first responses for fire accidents has grown in the safety management of nuclear power plants, a systematic approach to measure firefighters' psychological states and competence is needed. The current study investigated the construct of the risk perception of the firefighters working near nuclear power plant sites, and then developed and validated a new scale to measure firefighters' risk perception regarding nuclear power plant accidents. The scale items were developed on the basis of literature review and interviews with the firefighters working near nuclear power plant sites. In order to validate the new scale, we recruited 180 firefighters from five fire stations in the vicinity of the nuclear power plants in Jeonnam Province, Gyeongbuk Province, and Busan. The results of exploratory factor analyses revealed that the scale consisted of five factors: "manual" reflecting a lack of response guidelines and manuals for fire incidents and radioactive material release; "fear" reflecting a fear of fire incidents in the nuclear power plants and their catastrophic consequences; "resource" reflecting a lack of protective equipment and manpower for responding to fire incidents in the nuclear power plants; "trust" reflecting trust and cooperation with the counterpart institutions for firefighting in the nuclear power plants; and "knowledge" reflecting the knowledge of radioactivity and firefighting in the nuclear power plants. Further analyses provided statistical evidence supporting for the 15-item scale's internal consistency and construct validity. Finally, We discussed the implication and limitations of the current research.

원전의 안전관리에서 화재 대응의 중요성이 강조되는 시점에서, 화재 대응 인력의 심리적 상태와 역량을 체계적으로 접근할 필요가 있다. 본 연구는 원전 관할 지역 소방관들의 위험인식 구성개념을 규명하고, 이를 측정하는 측정도구를 개발 및 타당화 하였다. 원전 관할 소방관을 대상으로 실시된 인터뷰 분석과 문헌연구를 바탕으로 원전 화재에 대한 위험인식의 문항을 개발하였다. 개발된 문항들에 대한 타당화 연구에는 전라남도, 경상북도 및 부산 소재 원전 관할 소방서 및 119안전센터 5곳에서 참가자를 모집하여 총 180명의 소방관들이 참가하였다. 탐색적 요인분석 결과, 원전 화재의 재난적 결과 및 두려움을 반영하는 '두려움', 원전에서의 화재 및 방사능 누출에 대한 대응 절차와 지침의 부족을 반영하는 '매뉴얼', 원전 화재에 대응할 소방 인력 및 안전장치의 부족을 나타내는 '대응자원', 원전 소방활동을 위한 관계 기관과의 공조와 신뢰를 나타내는 '신뢰', 방사능 및 원전 소방 활동에 대한 지식을 의미하는 '지식'의 5개 요인 구조가 추출되었다. 최종 선별된 15개 문항으로 구성된 척도의 신뢰도와 타당도를 확인하였다. 본 연구 결과를 바탕으로 원전 관할 소방관들의 위험인식의 구성적 특성에 대해서 논의하였다.

Keywords

References

  1. G. E. Apostolakis, "Fire Risk Assessment and Management in Nuclear Power Plants", Fire Science and Technology, Vol. 13, No. Suppl, pp. S_12-S_39 (1993). https://doi.org/10.3210/fst.13.S_12
  2. United States Nuclear Regulatory Commission, "Backgrounder on Fire Protection for Nuclear Power Plants", Retrieved from https://www.nrc.gov/reading-rm/doc-collections/fact-sheets/fire-protection-fs.html (2018).
  3. D. Helbing, "Globally Networked Risks and How to Respond", Nature, Vol. 497, No. 7447, pp. 51-59 (2013). https://doi.org/10.1038/nature12047
  4. J. S. Kim and M. S. Kim, "Testing the Causal Relationship Between Employee Commitment and Work Performance : The Case of Fire Rescuersat Local Fire Departments in Gyeonggi-Do", GRI Review, Vol. 11, No. 1, pp. 5-22 (2009).
  5. W. Y. Park, "Nuclear Safety Analysis with the Performance of NPPs", Environmental and Resource Economics Review, Vol. 26, No. 2, pp. 139-172 (2017). https://doi.org/10.15266/KEREA.2017.26.2.139
  6. M. V. Ramana, "Nuclear Power: Economic, Safety, Health, and Environmental Issues of Near-term Technologies", Annual Review of Environment and Resources, Vol. 34 (2009).
  7. D. A. Wiegmann, H. Zhang, T. L. Von Thaden, G. Sharma and A. M. Gibbons, "Safety Culture: An Integrative Review", The International Journal of Aviation Psychology, Vol. 14, No. 2, pp. 117-134 (2004). https://doi.org/10.1207/s15327108ijap1402_1
  8. D. L. McLain and K. A. Jarrell, "The Perceived Compatibility of Safety and Production Expectations in Hazardous Occupations", Journal of safety Research, Vol. 38, No. 3, pp. 299-309 (2007). https://doi.org/10.1016/j.jsr.2006.10.011
  9. C. Powell, "The Perception of Risk and Risk Taking Behavior: Implications for Incident Prevention Strategies", Wilderness & Environmental Medicine, Vol. 18, No. 1, pp. 10-15 (2007). https://doi.org/10.1580/1080-6032(2007)18[10:TPORAR]2.0.CO;2
  10. P. Slovic, "Perception of Risk", Science, Vol. 236, No. 4799, pp. 280-285 (1987). https://doi.org/10.1126/science.3563507
  11. M. L. Lima, "On the Influence of Risk Perception on Mental Health: Living Near an Incinerator", Journal of Environmental Psychology, Vol. 24, No. 1, pp. 71-84 (2004). https://doi.org/10.1016/S0272-4944(03)00026-4
  12. M. Martinez-Corcoles, F. Gracia, I. Tomas and J. M. Peiro, "Leadership and Employees' Perceived Safety Behaviours in a Nuclear Power Plant: A Structural Equation Model", Safety Science, Vol. 49, No. 8-9, pp. 1118-1129 (2011). https://doi.org/10.1016/j.ssci.2011.03.002
  13. L. L. Rao, Y. Xu, S. Li, Y. Li and R. Zheng, "Effect of Perceived Risk on Nuclear Power Plant Operators' Safety Behavior and Errors", Journal of Risk Research, Vol. 20, No. 1, pp. 76-84 (2017). https://doi.org/10.1080/13669877.2015.1031267
  14. W. Pessemier, "Developing a Safety Culture in the Fire Service", International Fire Service, Vol. 7 (2008).
  15. P. Slovic, B. Fischhoff and S. Lichtenstein, "Behavioral Decision Theory Perspectives on Risk and Safety", Acta Psychologica, Vol. 56, No. 1-3, pp. 183-203 (1984). https://doi.org/10.1016/0001-6918(84)90018-0
  16. Y. Lee, "Recent Trends in Risk Perception Research", The Korean Journal of Experimental Psychology, Vol. 17, No. 3, pp. 265-277 (2005).
  17. P. Slovic, B. Fischhoff and S. Lichtenstein, "Facts and Fears: Understanding Perceived Risk", In Societal Risk Assessment, Springer, Boston, MA, pp. 181-216 (1980).
  18. H. Kunreuther, "Risk Analysis and Risk Management in an Uncertain World 1", Risk Analysis: An International Journal, Vol. 22, No. 4, pp. 655-664 (2002). https://doi.org/10.1111/0272-4332.00057
  19. I. Choi and B. J. Kim, "Developing the Nuclear Effective Safety Index", Korean Journal of Psychological and Social Issues, Vol. 13, No. 3, pp. 1-21 (2007).
  20. M. Seol and S. Y. Kim, "Does Experience Matter?: The Effect of Local Residents' Experience on Acceptance of Nuclear Power", Korean Public Administration Review, Vol. 49, No. 4, pp. 151-179 (2015). https://doi.org/10.18333/KPAR.49.4.151
  21. G. Cvetkovich and R. Lofstedt (Eds.), "Social Trust and the Management of Risk", Earthscan, London (1999).
  22. M. Siegrist, "The Influence of Trust and Perceptions of Risks and Benefits on the Acceptance of Gene Technology", Risk Analysis, Vol. 20, pp. 195-203 (2000). https://doi.org/10.1111/0272-4332.202020
  23. M. Siegrist and G. Cvetkovich, "Perception of Hazards: The Role of Social Trust and Knowledge", Risk Analysis, Vol. 20, No. 5, pp. 713-720 (2000). https://doi.org/10.1111/0272-4332.205064
  24. J. A. Colquitt, J. A. LePine, C. P. Zapata and R. E. Wild, "Trust in Typical and High-reliability Contexts: Building and Reacting to Trust Among Firefighters", Academy of Management Journal, Vol. 54, No. 5, pp. 999-1015 (2011). https://doi.org/10.5465/amj.2006.0241
  25. D. J. McAllister, "Affect-and Cognition-based Trust as Foundations for Interpersonal Cooperation in Organizations", Academy of Management Journal, Vol. 38, No. 1, pp. 24-59 (1995). https://doi.org/10.2307/256727
  26. H. Y. Choi, S. K. Lee, M. K. Kim and J. A. Choi, "Risk Perception of Fire Fighters Responsible for Nuclear Power Plants : A Concept Mapping Approach", Fire Science and Engineering, Vol. 32, No. 6, pp. 141-149 (2018). https://doi.org/10.7731/KIFSE.2018.32.6.141
  27. P. Lunt and S. Livingstone, "Rethinking the Focus Group in Media and Communications Research", Journal of Communication, Vol. 46, No. 2, pp. 79-98 (1996). https://doi.org/10.1111/j.1460-2466.1996.tb01475.x
  28. L. Huang, Y. Zhou, Y. Han, J. K. Hammitt, J. Bi and Y. Liu, "Effect of the Fukushima Nuclear Accident on the Risk Perception of Residents Near a Nuclear Power Plant in China", Proceedings of the National Academy of Sciences, Vol. 110, No. 49, pp. 19742-19747 (2013). https://doi.org/10.1073/pnas.1313825110
  29. M. W. Browne and R. Cudeck, "Alternative Ways of Assessing Model Fit", Sage Focus Editions, Vol. 154, pp. 136-136 (1993).
  30. L. T. Hu and P. M. Bentler, "Cutoff Criteria for Fit Indexes in Covariance Structure Analysis: Conventional Criteria Versus New Alternatives", Structural Equation Modeling: a Multidisciplinary Journal, Vol. 6, No. 1, pp. 1-55 (1999). https://doi.org/10.1080/10705519909540118
  31. S. Y. Kim, "Fundamentals and Extensions of Structural Equation Modeling", Hakjisa, Seoul (2016).
  32. B. G. Tabachnick and L. S. Fidell, "Using Multivariate Statistics", Harper & Row, Publishers, New York (1989).
  33. J. Wang and X. Wang, "Structural Equation Modeling: Applications Using Mplus", John Wiley & Sons (2012).
  34. J. Sauro, "Assessing the Validity of your Research", Retrieved from http://www.measuringu.com/blog/validity-research.php (2014).
  35. R. B. Kline, "Principles and Practice of Structural Equation Modeling", 4th Edition, The Guildford Press, New York (2016).
  36. C. Fornell and D. F. Larcker, "Evaluating Structural Equation Models with Unobservable Variables and Measurement Error", Journal of Marketing Research, Vol. 18, No. 1, pp. 39-50 (1981). https://doi.org/10.1177/002224378101800104
  37. J. C. Nunnally and I. H. Bernstein, "Psychometric Theory (3rd ed.)", McGraw-Hill, New York (1994).
  38. D. A. Waldman and W. D. Spangler, "Putting Together the Pieces: A Closer Look at the Determinants of Job Performance", Human Performance, Vol. 2, No. 1, pp. 29-59 (1989). https://doi.org/10.1207/s15327043hup0201_2
  39. G. S. Kang and J. W. Choi, "A Study of the Improvement Plan and Real Condition Estimation of Fire Protection Safety Management for Power Plants in Korea", Fire Science and Engineering, Vol. 31, No. 2, pp. 61-73 (2017).
  40. J. S. Kim, D. H. Lee and J. T. Park, "Improvement for the Job Safety in the Scene Activities of Fire Fighters", Fire Science and Engineering, Vol. 28, No. 1, pp. 58-63 (2014). https://doi.org/10.7731/KIFSE.2014.28.1.058
  41. C. H. Lee, "A Study about Analysis Regarding Accident Risks Recognition According to Firefighter's Assignment Change : Focused on Gangwon Province", Master's Thesis, Kangwon University (2015).
  42. S. W. Taylor and M. E. Alexander, "Science, Technology, and Human Factors in Fire Danger Rating: the Canadian Experience", International Journal of Wildland Fire, Vol. 15, No. 1, pp. 121-135 (2006). https://doi.org/10.1071/WF05021
  43. P. Slovic, "The Perception of Risk. Risk, Society, and Policy Series", Earthscan, London (2000).