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Developing the Accident Injury Severity on a Field of Construction Work Using Ordered Probit Model

순서형 프로빗 모형을 적용한 공사장 교통 사고심각도 분석

  • Hong, Ji-Yeon (Department of Transportation Engineering, University of Seoul) ;
  • Kim, Kyung-Tae (Department of Transportation Engineering, University of Seoul) ;
  • Lee, Soo-Beom (Department of Transportation Engineering, University of Seoul)
  • 홍지연 (서울시립대학교 교통공학과) ;
  • 김경태 (서울시립대학교 교통공학과) ;
  • 이수범 (서울시립대학교 교통공학과)
  • Received : 2010.08.24
  • Accepted : 2011.03.22
  • Published : 2011.04.30

Abstract

The traffic accidents at a construction site, which happen due to construction vehicles' frequent access to a construction site, its subsequent conflicts with ordinary vehicles and pedestrians, and inappropriate installation & management of traffic security facilities, have not many proportions in all traffic accidents, but obviously, the accident damage is quite serious when comparing the level of the fatal per one accident. This research conducted an analysis of traffic accident injury severity using Ordered Probit Model in relation to 241 traffic accident cases that occurred caused by construction sites among the traffic accidents that took place in Seoul and Gyeoggi-do region for two years from 2006 until 2007. As a result, the significant variables enough to explain traffic accident injury severity were analyzed to be the state of road surface, linear shape of an accident spot & whether the damaging car belongs to the vehicle for construction, and whether vehicles have access to a construction site at the time of an accident. Through this, this research found out some fact as follows: first, there need to be more aggressive management of the vehicles for construction and a year-round placement of the manpower who can control vehicular access to a construction site. Second, it is necessary to get drivers to recognize the fact that there exists a construction site on the construction section which is on the border of curved roads in advance to prevent a traffic accident, helping to reduce socioeconomic loss & costs incurred by a traffic accident.

Keywords

References

  1. 도로교통공단, 교통사고통계, 각년도
  2. S. Mohan & W. C. Zech, "Characteristics of Traffic Accidents in Highway Work Zones", ITE Journal, Vol. 76, No. 4, pp. 73-78, 2006.
  3. J. Daniel, K. Dixon, & D. Jared, "Analysis of Fatal Crashes in Georgia Work Zones", Transportation Research Record, No. 1715, pp. 18-23, 2000.
  4. 박태훈, 박제진, 윤판, "고속도로 공사구간에서 발생하는 교통사고 특성에 관한 연구", 한국ITS 학회논문지, 제7권, 제1호, pp. 127-136, 2008.
  5. Kelvin K. W. Yau, "Risk factors affecting the severity of single vehicle traffic accidents in Hong Kong", Accident Analysis and Prevention, 36, pp. 333-340, 2004. https://doi.org/10.1016/S0001-4575(03)00012-5
  6. Kara Maria Konckelman, "Driver injury severity: An application of ordered probit models", The university of texas at Austion, 2001.
  7. 이주연 외, "구조방정식모형을 이용한 고속도로 교통사고 심각도 분석", 대한교통학회지, 제26권, 제2호, pp. 17-24, 2008.
  8. 하오근 외, "순서형 프로빗 모형을 이용한 사고심각도 분석", 대한교통학회지, 제23권, 제4호, pp. 47-55, 2005.
  9. 심관보 외, "교통사고 심각도 분석 연구", 대한교통학회 제34회 학술발표회, 1998.
  10. 주미영, "프로빗과 순차적 프로빗 분석에 대한 이해와 적용", 정부학연구, 제6권, 제1호, pp. 24-48, 2002.
  11. 김홍준, "알기쉽게 배우는 기초 통계학:확률분포 중심", 도서출판 인터비젼, 2006.