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Original Articles

Exploratory multinomial logit model–based driver injury severity analyses for teenage and adult drivers in intersection-related crashes

, , , , &
Pages 413-422 | Received 02 May 2015, Accepted 22 Sep 2015, Published online: 11 Apr 2016

References

  • Abdel-Aty MA, Keller J. Exploring the overall and specific crash severity levels at signalized intersections. Accid Anal Prev. 2005;37:417–425.
  • Bham G, Javvadi B, Manepalli U. Multinomial logistic regression model for single-vehicle and multivehicle collisions on urban US highways in Arkansas. J Transp Eng. 2011;138:786–797.
  • Braitman KA, Kirley BB, McCartt AT, Chaudhary NK. Crashes of novice teenage drivers: characteristics and contributing factors. J Safety Res. 2008;39:47–54.
  • Cammisa MX, Williams AF, Leaf WA. Vehicles driven by teenagers in four states. J. Safety Res. 1999;30:25–30.
  • Centers for Disease Control and Prevention. Deaths: Final Data for 2010. Natl Vital Stat Rep. 2010;61(4). Available at: http://www.cdc.gov/nchs/data/nvsr/nvsr61/nvsr61_04.pdf.
  • Chang H-L, Yeh T-H. Risk factors to driver fatalities in single-vehicle crashes: comparisons between non-motorcycle drivers and motorcyclists. J Transp Eng. 2006;132(3):227–236.
  • 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.
  • Chen H, Cao L, Logan DB. Analysis of risk factors affecting the severity of intersection crashes by logistic regression. Traffic Inj Prev. 2012;13:300–307.
  • Federal Highway Administration. Our Nation's Highway 2011. Washington, DC: Office of Highway Policy Information, US. Department of Transportation; 2011. Available at: https://www.fhwa.dot.gov/policyinformation/pubs/hf/pl11028/.
  • Geyer JA, Ragland DR. Vehicle occupancy and crash risk. Transp Res Rec. 2002;1908:187–194.
  • Hu W, Donnell ET. Median barrier crash severity: some new insights. Accid Anal Prev. 2010;42:1697–1704.
  • Kaplan S, Prato CG. Risk factors associated with bus accident severity in the United States: a generalized ordered logit model. J Safety Res. 2012;43(3):171–180.
  • Karaca-Mandic P, Ridgeway G. Behavioral impact of graduated driver licensing on teenage driving risk and exposure. J Health Econ. 2010;29:48–61.
  • Lambert-Bélanger A, Dubois S, Weaver B, Mullen N, Bédard M. Aggressive driving behaviour in young drivers (aged 16 through 25) involved in fatal crashes. J Safety Res. 2012;43:333–338.
  • Mannering FL, Bhat CR. Analytic Methods in Accident Research: methodological frontier and future directions. Anal Methods Accid Res. 2014;1:1–22.
  • McFadden D. Econometric models of probabilistic choice. In: A Structural Analysis of Discrete Data with Econometric Applications. Cambridge, MA: The MIT Press; 1981.
  • Milton JC, Shankar VN, Mannering FL. Highway accident severities and the mixed logit model: an exploratory empirical analysis. Accid Anal Prev. 2008;40:260–266.
  • Moore DN, Schneider WH, Savolainen PT, Farzaneh M. Mixed logit analysis of bicyclist injury severity resulting from motor vehicle crashes at intersection and non-intersection locations. Accid Anal Prev. 2011;43(3):621–630.
  • National Safety Council. Analysis of Intersection Fatal and Nonfatal Crashes from 2005 to 2009. Washington, DC: National Coalition for Safer Roads; 2011. Available at: http://ncsrsafety.org/wp-content/uploads/2012/11/Analysis-of-intersections-fatal.pdf.
  • New Mexico Department of Transportation. New Mexico Traffic Crash Annual Report. Santa Fe, NM: Traffic Safety Division at New Mexico Department of Transportation; 2010. Available at: http://tru.unm.edu/Crash-Reports/Annual-Reports/annual-report-2010.pdf.
  • NHTSA. Traffic Safety Facts 2010 Data. Washington, DC: National Center for Statistics and Analysis; 2012. Available at: http://www-nrd.nhtsa.dot.gov/Pubs/811630.pdf.
  • Obeng K. Injury severity, vehicle safety features, and intersection crashes. Traffic Inj Prev. 2008;9(3):268–276.
  • Pai C-W. Motorcyclist injury severity in angle crashes at T-junctions: identifying significant factors and analysing what made motorists fail to yield to motorcycles. Saf Sci. 2009;47:1097–1106.
  • Peek-Asa C, Britton C, Young T, Pawlovich M, Falb S. Teenage driver crash incidence and factors influencing crash injury by rurality. J Safety Res. 2010;41:487–492.
  • Savolainen PT, Mannering FL. Additional evidence on the effectiveness of motorcycle training and motorcyclists' risk-taking behavior. Transp Res Rec. 2007;2031:52–58.
  • Schneider WH, Savolainen PT, Zimmerman K. Driver injury severity resulting from single-vehicle crashes along horizontal curves an rural two-lane highways. Transp Res Rec. 2009;2102:85–92.
  • Simons-Morton B, Lerner N, Singer J. The observed effects of teenage passengers on the risky driving behavior of teenage drivers. Accid Anal Prev. 2005;37:973–982.
  • Tay R, Choi J, Kattan L, Khan A. A multinomial logit model of pedestrian–vehicle crash severity. Int J Sustain Transp. 2011;5(4):233–249.
  • Theofilatos A, Graham D, Yannis G. Factors affecting accident severity inside and outside urban areas in Greece. Traffic Inj Prev. 2012;13:458–467.
  • Traynor TL. The impact of driver alcohol use on crash severity: a crash specific analysis. Transp Res Part E Logist Transp Rev. 2005;41:421–437.
  • Ulfarsson GF, Mannering FL. Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents. Accid Anal Prev. 2004;36(2):135–147.
  • Ulmer RG, Ferguson SA, Williams AF, Preusser DF. Teenage crash reduction associated with delayed licensure in Connecticut. J Safety Res. 2001;32:31–41.
  • Washington SP, Karlaftis MG, Mannering FL. Statistical and Econometric Methods for Transportation Data Analysis. Washington, DC: Chapman & Hall/CRC; 2003.
  • Williams AF. Contribution of the components of graduated licensing to crash reductions. J Safety Res. 2007;38(2):177–184.
  • Williams AF. Commentary: teenage driver fatal crash rate trends: what do they reveal? Traffic Inj Prev. 2014;15:663–665.
  • Wu Q, Chen F, Zhang G, Liu XC, Wang H, Bogus SM. Mixed logit model–based driver injury severity investigations in single- and multi-vehicle crashes on rural two-lane highways. Accid Anal Prev. 2014;72:105–115.
  • Zador PL. Alcohol-related relative risk of fatal driver injuries in relation to driver age and sex. J Stud Alcohol. 1991;54:302–310.
  • Zhang Y, Fu C, Cheng S. Exploring driver injury severity at intersection: an ordered probit analysis. Adv Mech Eng. 2014;7(2):1--11.

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