Journal of the Korean Society of Safety (한국안전학회지)

The Korean Society of Safety (한국안전학회)
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Traffic Accident Models of 3-Legged Signalized Intersections in the Case of Cheongju

3지 신호교차로의 교통사고 발생모형 - 청주시를 사례로 -

  • Park, Byung-Ho (Department of Urban Engineering, Chungbuk National University) ;
  • Han, Sang-Uk (Department of Urban Engineering, Chungbuk National University) ;
  • Kim, Tae-Young (Department of Urban Engineering, Chungbuk National University)
  • Published : 2009.04.30
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Abstract

This study deals with the traffic accidents at the 3-legged signalized intersections in Cheongu. The goals are to analyze the geometric, traffic and operational conditions of intersections and to develop a various functional forms that predict the accidents. The models are developed through the correlation analysis, the multiple linear, the multiple nonlinear, Poisson and negative binomial regression analysis. In this study, two multiple linear, two multiple nonlinear and two negative binomial regression models were calibrated. These models were all analyzed to be statistically significant. All the models include 2 common variables(traffic volume and lane width) and model-specific variables. These variables are, therefore, evaluated to be critical to the accident reduction of Cheongju.

Keywords

References

  1. 건설교통부, ‘사고 잦은 곳 개선사업 업무편람 작성연구’, 건설교통부, p.133, 2002
  2. 강명욱, ‘회귀분석 모형개발과 진단’, 율곡출판사, pp.56-57, 1996
  3. 박병호, 한상욱, 양정모, 박정순, '차량 방향전환 유형에 따른 사고모형', 대한국토.도시계획 학회지 '국토계획', 제47권, 제7호, pp.183-194, 2007
  4. 이명세, ‘신경망을 이용한 도로안전성 예측모형개발’, 경기대학교 대학원 박사학위 논문, 2006
  5. 하오근, ‘국도변 신호교차로 안전성 향상을 위한 사고예측모형개발과 심각도 분석’, 한양대학교 대학원 석사학위 논문, pp. 37-48, 2005
  6. 홍정열, ‘신호교차로에서의 사고 예측모델개발 및 위험수준결정 연구’, 한양대학교 석사학위논문, pp. 57-69, 2002
  7. 도로교통안전관리공단,‘2007년도 청주시 전자교통신호체계 운영자료 및 교통량조사자료’, 2008
  8. Hauer, E and Lovell, J, 'Estimation of safety at signalized intcrsection'. Transportation Rcsearch Record, Transportation Research BOARD, 1185, National Research Council, Washington D.C, pp. 23-29,1988
  9. Hoong Chor Chin.Mohammed Abdul Quddus, ‘Apply-ing the random effect negative binomial model to examine traffic accident occurrence at signalized intersections’, accident analysis & prevention 35 pp. 253-259, 2003
  10. M. Parillo Mayora, Rafael Bojorquez, Alberto Camarero Orive, 'Refinement of Accident Prediction Models for the Spanish National Network', (TRB) Transportation Research Board 85th Annual Meeting, January, 2006 https://doi.org/10.3141/1950-08
  11. Simon P. Washington, Matthew G. Karlaftis, Fred L. Mannering, 'Statistical and Economeric Methods for Transportation Data Analysis', Washington, HALL/CRC, pp.241-254, 2003