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A Meta Analysis of the Effects of Road Safety Facilities on Accident Reduction: Focusing on Signalized Intersection

도로안전시설의 사고감소효과 메타분석 : 신호교차로를 대상으로

  • CHOI, Ji Hye (Department of Transportation Engineering, University of Seoul) ;
  • LIM, Joon Beom (Department of Transportation Engineering, University of Seoul) ;
  • LEE, Soo Beom (Department of Transportation Engineering, University of Seoul)
  • 최지혜 (서울시립대학교 교통공학과) ;
  • 임준범 (서울시립대학교 교통공학과) ;
  • 이수범 (서울시립대학교 교통공학과)
  • Received : 2016.02.05
  • Accepted : 2016.07.22
  • Published : 2016.08.31

Abstract

The number of traffic accidents at intersections has been increased over the past decade, and in 2014, accounted for 44% of the total traffic accidents. In addition, since most of road accident black spots include signalized intersections, the improvement of safety on signalized intersection is top priority for national road safety program in Korea. For the decision of most effective action plan for the safety of signalized intersection, this study conducted meta-analyses to assess the effects of various road safety facilities at signalized intersection on traffic accidents. We selected 19 articles regarding the prediction of traffic accidents at signalized intersection and calculated 34 individual effect sizes on 8 variables included in the articles. The results found that there was a statistically significant negative relationship between the occurrence of traffic accident and the presence of all of road safety facilities except an exclusive left turn bay. It shows that most of the road safety facilities could prevent traffic accidents, and intersection channelization has the most effective on the reduction of traffic accidents followed by left-turn acceleration lane, lightning, crosswalk, exclusive right-turn lane and median barrier.

교차로에서 발생한 교통사고건수는 최근 10년간 지속적으로 증가하였고, 2014년 전체 교통사고의 44%를 차지하면서 교차로는 교통안전에 취약한 도로형태로 주목되고 있다. 특히 선정된 사고다발지점 대다수가 신호교차로를 포함하고 있어, 신호교차로의 안전개선 노력이 우선적으로 필요한 실정이다. 이에 정부는 주로 도로안전시설 개선사업을 시행하여 주어진 예산 내에서 단기간에 높은 효과를 얻을 수 있는 안전개선사업을 수행하고자 한다. 이를 위하여 도로안전시설의 사고감소효과를 확인하는 연구가 지속적으로 등장하고 있으나 독립적으로 수행된 연구별 특성은 종합하기 어렵고, 각 연구결과가 대표성을 갖는데 한계가 있기 때문에 여전히 한정된 예산과 불확실한 도로안전시설 설치효과로 인해 선뜻 안전개선사업을 진행하지 못하고 있다. 따라서 본 연구에서는 메타분석을 통해 기존의 신호교차로 교통사고발생에 영향을 미치는 변인을 활용한 여러 사고예측연구 결과를 종합적으로 검토하고, 각 변인이 대표할 수 있는 개선효과를 도출하고자 하였다. 본 연구에서는 신호교차로 전체 사고건수를 종속변수로 하는 연구 중 19건의 논문을 선정하고 8개 변인에 대한 34개의 개별효과크기(effect size)를 산출하였다. 메타분석 결과, 도로안전시설 설치와 신호교차로 교통사고의 관계는 좌회전 전용차로를 제외하고는 모두 통계적으로 유의하게 감소한 사고영향을 나타내어, 도로안전시설이 사고감소에 영향을 준다는 통계적인 결과자료를 도출하였다. 그 중 도류화설치의 효과크기가 가장 높았으며, 좌회전차로 가속구간, 조명시설, 횡단보도, 우회전 전용차로, 중앙분리대 순으로 효과가 높은 것으로 나타났다.

Keywords

References

  1. Abdel-Aty M. (2006), Crash Estimation at Signalized Intersections Along Corridors, Transportation Research Record, Journal of the Transportation Research Board, 1953, 98-111. https://doi.org/10.3141/1953-12
  2. Chin H.C. (2003), Applying the Random Effect Negative Binomial Model to Examine Traffic Accident Occurrence at Signalized Intersections, Accident Analysis & Prevention, 35(2), 253-259. https://doi.org/10.1016/S0001-4575(02)00003-9
  3. Cohen J. (1988), Statistical Power Analysis for the Behavioral Sciences (2nd ed.), Hillsdale, NJ: Erlbaum, 66.
  4. De Ceunynck T. (2011), Explanatory Models for Crashes at High-risk Locations, ICTCT, 1-17.
  5. Elvik R. (1995), The Safety Value of Guardrails and Crash Cushions: A Meta-analysis of Evidence From Evaluation Studies, Accident Analysis and Prevention, 27(4), 523-549. https://doi.org/10.1016/0001-4575(95)00003-I
  6. Elvik R. (1996), A Meta-analysis of Studies Concerning the Safety Effects of Daytime Running Lights on Cars, Accidnet Analysis and Prevention, 28(6), 685-694. https://doi.org/10.1016/S0001-4575(96)00041-3
  7. Elvik R. (1999), The Effects on Accidents of Studded Tires and Laws Banning Their Use: A Meta-analysis of Evaluation Studies, Accident Analysis and Prevention, 31(1), 125-134. https://doi.org/10.1016/S0001-4575(98)00054-2
  8. Erke A. (2009), A Meta-analysis of the Effects of Red-light Cameras on Crashes, Accident Analysis and Prevention, 41(6), 897-905. https://doi.org/10.1016/j.aap.2008.08.011
  9. Hauer E. (1997), Observational Before-After Studies in Road Safety, Pergamon Press, Elsevier Science Ltd. Oxford, England.
  10. Hedges L. V., Olkin I. (1985), Statistical Methods for Meta-Analysis, Academic Press, Orlando, FL.
  11. Huang H. (2006), Effect of Red Light Cameras on Accident Risk at Intersections, Transportation Research Record: Journal of the Transportation Research Board,1969, 18-26. https://doi.org/10.3141/1969-05
  12. Huang H. (2009), Empirical Evaluation of Alternative Approaches in Identifying Crash Hot spots: Naive Ranking Empirical Bayes and Full Bayes Methods, Transportation Research Record, Journal of the Transportation Research Board, 2103, 32-41. https://doi.org/10.3141/2103-05
  13. Hwang J. K. (1988), Theory and Methodology of Meta-Analysis, Journal of Sunggok NonChong, 19, 1-55.
  14. Jackson G. B. (1980), Methods for Integrative Reviews, Review of educational Research, 50, 438-460. https://doi.org/10.3102/00346543050003438
  15. Jang D. H., Lee I. S. (2011), Historical Development of Meta-analysis as an Educational Research Methodology, The Journal of Curriculum & Evaluation, 14(3), 309-332.
  16. Jin Y. A. (2014), Meta-analysis With STATA, Korea University Press(Seoul, Republic of Korea).
  17. Jo Y. S., Kim H. (2001), Relationship Between Exposure to Air Pollutants and Aggravation of Childhood Asthma: A Meta-Analysis, Journal of Korean Society for Atmospheric Environment, 17(5), 425-437.
  18. Jung A. K. (2007), Meta-analysis on the Studies of Career Indecision and its Related Variables, Seoul National University, M.A.
  19. Kim B. J., Han M. W. (1995), Effects of Mental Practice on Motor Performance in Korea: A Meta-analysis, Korean Journal of Sport Psychology, 6, 67-88.
  20. Kim B. Y., Lee J. S. (2009), A Meta-Analysis of Variables Related to Suicidal Ideation in Adolescents, Journal of Korean Academy of Nursing, 39(5), 651-661. https://doi.org/10.4040/jkan.2009.39.5.651
  21. Kim D. H., Lee D. M., Sung N. M. (2008), Analysis of Accident Data and Development of Traffic Accident Frequency Models at Rural Intersections, The 59th Conference of KST, Korean Society of Transportation, 306-315.
  22. Kim E. C. (2008), Development of Traffic Accident Frequency Model for Evaluating Safety at Rural Signalized Intersections, International J. Highw. Engineering, 10(4), 53-63.
  23. Kim K. S. (2005), Analysis of Big Data and Meta, Hannarae(Seoul, Republic of Korea).
  24. Kim T. Y. (2012), Prediction on the Accident Reduction Effects of the Red Light Cameras Installation, International J. Highw. Engineering, 14(6), 67-73. https://doi.org/10.7855/IJHE.2012.14.6.067
  25. Korea Transportation Safety Authority (2006), A Study of Safety Improvement Plan for Intersections.
  26. Kumara S.S.P. (2003), Modeling Accident Occurrence at Signalized Tee Intersections With special Emphasis on Excess Zeros, Traffic Injury Prevention, 4, 53-57. https://doi.org/10.1080/15389580309852
  27. Kumara S.S.P. (2005), Application of Poisson Underreporting Model to Examine Crash Frequencies at Signalized Three-Legged Intersections, Transportation Research Record, Journal of the Transportation Research Board, 1908, 16-50.
  28. Lee K. H. (2015), Development of Traffic Accident Models at Rural Signalized Intersections by Day and Night, International J. Highw. Engineering, 17(3), 107-115.
  29. Lee S. H. (2015), A Study on Developing Crash Prediction Model for Urban Intersections Considering Random Effects, The Journal of The Korea Institute of Intelligent Transport Systems, 14(1), 85-93. https://doi.org/10.12815/kits.2015.14.1.085
  30. Mitra S. (2012), On the Significance of Omitted Variables in Intersection Crash Modeling, Accident Analysis & Prevention, 49, 439-448. https://doi.org/10.1016/j.aap.2012.03.014
  31. Oh J. T. (2004), Development of Accident Prediction Models for Rural Highway Intersections, Transportation Research Record, Journal of the Transportation Research Board, 1897, 18-27. https://doi.org/10.3141/1897-03
  32. Oh J. T. (2005), Development of Accident Prediction Models for Rural Signalized Intersections, Journal of Korean Society of Civil Engineering, 25(1), 9-15.
  33. Oh J. T., Kweon I., Hwang J. W. (2013), A Causation Study for Car Crashes at Rural 4-legged Signalized Intersections Using Nonlinear Regression and Structural Equation Methods, J. Korean Soc. Transp., 31(1), Korean Society of Transportation, 65-76. https://doi.org/10.7470/jkst.2013.31.1.065
  34. Oh S. S. (2002), Meta-analysis: Theory and Practice, Konkuk University Press(Seoul, Republic of Korea).
  35. Orwin R. G. (1983), A Fail-Safe N for Effect Size in Meta-Analysis, Journal of Educational Statistics, 8(2), 157-159. https://doi.org/10.2307/1164923
  36. Park B. H., Yoo D. S., Yang J. M., Lee Y. M. (2008), Analysis of Accident Characteristics and Development of Accident Models in the Signalized Intersections of Cheongju and Cheongwon, J. Korean Soc. Transp., 26(2), Korean Society of Transportation, 35-46.
  37. Park J. S., Kim T. Y., Yoo D. S. (2007), Correlation Analysis and Estimation Modeling Between Road Environmental Factors and Traffic Accidents, J. Korean Soc. Transp., 25(2), Korean Society of Transportation, 63-72.
  38. Park K. Y. (2006), Evaluation of Accident Reduction Effect of Road Safety Features and Development of Estimation Model for Accident Reduction Factors, University of Seoul, Ph.D.
  39. Persaud (2001), Statistical Methods in Highway Safety Analysis: A Synthesis of Highway Practice, Transportation Research Record, Journal of the Transportation Research Board, 73-74.
  40. Poch M. (1996), Negative Binomial Analysis of Intersection-accident Frequencies, Journal of the Transportation Engineering, 122(2), 105-113. https://doi.org/10.1061/(ASCE)0733-947X(1996)122:2(105)
  41. Shapiro S. S., Wilk M. B. (1965), An Analysis of Variance Test for Normality(Complete Samples), Biometrika, 52(3/4), 591-611. https://doi.org/10.1093/biomet/52.3-4.591
  42. Song H. H. (1998), Meta-analysis, Cheong Moon Gak(Seoul, Republic of Korea).
  43. Yoon Y. H. (2008), A Meta-Analysis of the Relationship Between Principals' Transformational Leadership and Job Satisfaction, Organizational Effectiveness, EWHA W. University, Ph.D.