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A Random Parameters Ordered Probit Analysis of Injury Severity in Truck Involved Rear-End Collisions 원문보기

International journal of environmental research and public health, v.17 no.2, 2020년, pp.395 -   

Shao, Xiaojun (The Key Laboratory of Road and Traffic Engineering, Ministry of Education Tongji University, Shanghai 201804, China) ,  Ma, Xiaoxiang (invincible_sxj@tongji.edu.cn (X.S.)) ,  Chen, Feng (fengchen@tongji.edu.cn (F.C.)) ,  Song, Mingtao (1710908@tongji.edu.cn (M.S.)) ,  Pan, Xiaodong (03013@tongji.edu.cn (X.P.)) ,  You, Kesi (The Key Laboratory of Road and Traffic Engineering, Ministry of Education Tongji University, Shanghai 201804, China)

Abstract AI-Helper 아이콘AI-Helper

Social and economic burdens caused by truck-involved rear-end collisions are of great concern to public health and the environment. However, few efforts focused on identifying the difference of impacting factors on injury severity between car-strike-truck and truck-strike-car in rear-end collisions....

주제어

참고문헌 (48)

  1. 1. World Health Organization Global Status Report on Road Safety 2018 WHO Geneva, Switzerland 2018 20 

  2. 2. Bureau of Transportation Statistics Freight Figures and Facts 2017 United States Department of Transportation Washington, DC, USA 2017 

  3. 3. National Highway Traffic Safety Administration Traffic Safety Facts: Large Trucks, 2017 Data NHTSA Washington, DC, USA 2019 

  4. 4. Duncan C.S. Khattak A.J. Council F.M. Applying the ordered probit model to injury severity in truck-passenger car rear-end collisions Transp. Res. Rec. 1998 1635 63 71 10.3141/1635-09 

  5. 5. AKhattak A.J. Injury Severity in Multivehicle Rear-End Crashes Transp. Res. Rec. J. Transp. Res. Board 2001 1746 59 68 10.3141/1746-08 

  6. 6. Chang L.Y. Mannering F. Analysis of injury severity and vehicle occupancy in truck- and non-truck-involved accidents Accid. Anal. Prev. 1999 31 579 592 10.1016/S0001-4575(99)00014-7 10440555 

  7. 7. Revelt D. Train K. Mixed Logit with Repeated Choices: Households’ Choices of Appliance Efficiency Level The Review of Economics and Statistics The MIT Press Cambridge, UK 1998 647 657 

  8. 8. Bhat C.R. Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model Transp. Res. Part B Methodol. 2001 35 677 693 10.1016/S0191-2615(00)00014-X 

  9. 9. Chen F. Song M. Ma X. Investigation on the Injury Severity of Drivers in Rear-End Collisions Between Cars Using a Random Parameters Bivariate Ordered Probit Model Int. J. Environ. Res. Public Health 2019 16 2632 10.3390/ijerph16142632 31340600 

  10. 10. Khorashadi A. Niemeier D. Shankar V. Mannering F. Differences in rural and urban driver-injury severities in accidents involving large-trucks: An exploratory analysis Accid. Anal. Prev. 2005 37 910 921 10.1016/j.aap.2005.04.009 15935320 

  11. 11. Chen F. Chen S. Injury severities of truck drivers in single- and multi-vehicle accidents on rural highways Accid. Anal. Prev. 2011 43 1677 1688 10.1016/j.aap.2011.03.026 21658494 

  12. 12. Chang L.Y. Chien J.T. Analysis of driver injury severity in truck-involved accidents using a non-parametric classification tree model Saf. Sci. 2013 51 17 22 10.1016/j.ssci.2012.06.017 

  13. 13. Naik B. Tung L.W. Zhao S. Khattak A.J. Weather impacts on single-vehicle truck crash injury severity J. Saf. Res. 2016 58 57 65 10.1016/j.jsr.2016.06.005 

  14. 14. Pahukula J. Hernandez S. Unnikrishnan A. A time of day analysis of crashes involving large trucks in urban areas Accid. Anal. Prev. 2015 75 155 163 10.1016/j.aap.2014.11.021 25481540 

  15. 15. Khattak A.J. Schneider R.J. Targa F. Risk factors in large truck rollovers and injury severity: Analysis of single-vehicle collisions Proceedings of the 82nd Annual Meeting of the Transportation Research Board Washington, DC, USA 12?16 January 2003 

  16. 16. Lemp J.D. Kockelman K.M. Unnikrishnan A. Analysis of large truck crash severity using heteroskedastic ordered probit models Accid. Anal. Prev. 2011 43 370 380 10.1016/j.aap.2010.09.006 21094335 

  17. 17. Zhu X. Srinivasan S. A comprehensive analysis of factors influencing the injury severity of large-truck crashes Accid. Anal. Prev. 2011 43 49 57 10.1016/j.aap.2010.07.007 21094296 

  18. 18. Islam M. Hernandez S. Large truck-involved crashes: Exploratory injury severity analysis J. Transp. Eng. 2013 139 596 604 10.1061/(ASCE)TE.1943-5436.0000539 

  19. 19. Islam S. Jones S.L. Dye D. Comprehensive analysis of single- and multi-vehicle large truck at-fault crashes on rural and urban roadways in Alabama Accid. Anal. Prev. 2014 67 148 158 10.1016/j.aap.2014.02.014 24667236 

  20. 20. Uddin M. Huynh N. Factors influencing injury severity of crashes involving HAZMAT trucks Int. J. Transp. Sci. Technol. 2018 7 1 9 10.1016/j.ijtst.2017.06.004 

  21. 21. Behnood A. Mannering F. Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes Anal. Methods Accid. Res. 2019 23 100102 10.1016/j.amar.2019.100102 

  22. 22. Uddin M. Huynh N. Truck-involved crashes injury severity analysis for different lighting conditions on rural and urban roadways Accid. Anal. Prev. 2017 108 44 55 10.1016/j.aap.2017.08.009 28843095 

  23. 23. Khattak A.J. Targa F. Injury severity and total harm in truck-involved work zone crashes Transp. Res. Rec. 2004 1877 106 116 10.3141/1877-12 

  24. 24. Chen S. Chen F. Wu J. Multi-scale traffic safety and operational performance study of large trucks on mountainous interstate highway Accid. Anal. Prev. 2011 43 429 438 10.1016/j.aap.2010.09.013 21094341 

  25. 25. Chen F. Chen S. Ma X. Crash frequency modeling using real-time environmental and traffic data and unbalanced panel data models Int. J. Environ. Res. Public Health 2016 13 609 10.3390/ijerph13060609 

  26. 26. Ma X. Chen F. Chen S. Empirical Analysis of Crash Injury Severity on Mountainous and Nonmountainous Interstate Highways Traffic Inj. Prev. 2015 16 715 723 10.1080/15389588.2015.1010721 25664665 

  27. 27. Dong B. Ma X. Chen F. Chen S. Investigating the differences of single-vehicle and multivehicle accident probability using mixed logit model J. Adv. Transp. 2018 2018 2702360 10.1155/2018/2702360 30242385 

  28. 28. National Automotive Sampling System-General Estimates System Analytical User’s Manual 1988?2015 Available online: https://trid.trb.org/view/1422919 (accessed on 7 January 2020) 

  29. 29. Ye F. Lord D. Investigation of Effects of Underreporting Crash Data on Three Commonly Used Traffic Crash Severity Models Transp. Res. Rec. J. Transp. Res. Board 2011 2241 51 58 10.3141/2241-06 

  30. 30. McKelvey R.D. Zavoina W. A statistical model for the analysis of ordinal level dependent variables J. Math. Sociol. 1975 4 103 120 10.1080/0022250X.1975.9989847 

  31. 31. Washington S. Karlaftis M. Mannering F. Statistical and Econometric Methods for Transportation Data Analysis Chapman and Hall/CRC Boca Raton, FL, USA 2010 

  32. 32. Savolainen P.T. Mannering F.L. Lord D. Quddus M.A. The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives Accid. Anal. Prev. 2011 43 1666 1676 10.1016/j.aap.2011.03.025 21658493 

  33. 33. Boes S. Winkelmann R. Ordered response models Allg. Stat. Arch. 2006 90 167 181 

  34. 34. Christoforou Z. Cohen S. Karlaftis M.G. Vehicle occupant injury severity on highways: An empirical investigation Accid. Anal. Prev. 2010 42 1606 1620 10.1016/j.aap.2010.03.019 20728609 

  35. 35. Greene W. Econometric Analysis Pearson Education India Bengaluru, India 2003 

  36. 36. Ulfarsson G.F. Mannering F.L. Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents Accid. Anal. Prev. 2004 36 135 147 10.1016/S0001-4575(02)00135-5 14642869 

  37. 37. Bhat C.R. Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences Transp. Res. Part B Methodol. 2003 37 837 855 10.1016/S0191-2615(02)00090-5 

  38. 38. Fountas G. Anastasopoulos P.C. A random thresholds random parameters hierarchical ordered probit analysis of highway accident injury-severities Anal. Methods Accid. Res. 2017 15 1 16 10.1016/j.amar.2017.03.002 

  39. 39. O’Donnell C.J. Connor D.H. Predicting the severity of motor vehicle accident injuries using models of ordered multiple choice Accid. Anal. Prev. 1996 28 739 753 10.1016/S0001-4575(96)00050-4 9006642 

  40. 40. Boufous S. Finch C. Hayen A. Williamson A. The impact of environmental, vehicle and driver characteristics on injury severity in older drivers hospitalized as a result of a traffic crash J. Saf. Res. 2008 39 65 72 10.1016/j.jsr.2007.10.010 18325418 

  41. 41. Paleti R. Eluru N. Bhat C.R. Examining the influence of aggressive driving behavior on driver injury severity in traffic crashes Accid. Anal. Prev. 2010 42 1839 1854 10.1016/j.aap.2010.05.005 20728635 

  42. 42. Chen H. Cao L. Logan D.B. Analysis of Risk Factors Affecting the Severity of Intersection Crashes by Logistic Regression Traffic Inj. Prev. 2012 13 300 307 10.1080/15389588.2011.653841 22607253 

  43. 43. Abay K.A. Paleti R. Bhat C.R. The joint analysis of injury severity of drivers in two-vehicle crashes accommodating seat belt use endogeneity Transp. Res. Part B Methodol. 2013 50 74 89 10.1016/j.trb.2013.01.007 

  44. 44. Chiou Y.-C. Hwang C.-C. Chang C.-C. Fu C. Modeling two-vehicle crash severity by a bivariate generalized ordered probit approach Accid. Anal. Prev. 2013 51 175 184 10.1016/j.aap.2012.11.008 23246710 

  45. 45. Yamamoto T. Shankar V.N. Bivariate ordered-response probit model of driver’s and passenger’s injury severities in collisions with fixed objects Accid. Anal. Prev. 2004 36 869 876 10.1016/j.aap.2003.09.002 15203364 

  46. 46. Quddus M.A. Noland R.B. Chin H.C. An analysis of motorcycle injury and vehicle damage severity using ordered probit models J. Saf. Res. 2002 33 445 462 10.1016/S0022-4375(02)00051-8 

  47. 47. Huang H. Chin H.C. Haque M.M. Severity of driver injury and vehicle damage in traffic crashes at intersections: A Bayesian hierarchical analysis Accid. Anal. Prev. 2008 40 45 54 10.1016/j.aap.2007.04.002 18215531 

  48. 48. Nofal F.H. Saeed A.A.W. Seasonal variation and weather effects on road traffic accidents in Riyadh City Public Health 1997 111 51 55 10.1038/sj.ph.1900297 9033225 

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