Latent class analysis of the effects of age, gender, and alcohol consumption on driver-injury severities

Analytic Methods in Accident Research - Tập 3 - Trang 56-91 - 2014
Ali Behnood1, Arash M. Roshandeh1, Fred L. Mannering1
1Lyles School of Civil Engineering, Purdue University, 550 Stadium Mall Drive, West Lafayette, IN, 47907-2051, USA

Tài liệu tham khảo

Abay, 2013, The joint analysis of injury severity of drivers in two-vehicle crashes accommodating seat belt use endogeneity, Transportation Research Part B, 50, 74, 10.1016/j.trb.2013.01.007 Alcañiz, 2014, Prevalence of alcohol-impaired drivers based on random breath tests in a roadside survey in Catalonia (Spain), Accident Analysis and Prevention, 65, 131, 10.1016/j.aap.2013.12.021 Anastasopoulos, 2011, An empirical assessment of fixed and random parameter logit models using crash- and non-crash-specific injury data, Accident Analysis and Prevention, 43, 1140, 10.1016/j.aap.2010.12.024 Awadzi, 2008, Predictors of injury amongyounger and older adults in fatal motor vehicle crashes, Accident Analysis and Prevention, 40, 1804, 10.1016/j.aap.2008.07.010 Brandau, 2011, Personality subtypes of young moped drivers, their relationship to risk-taking behavior and involvement in road crashes in an Austrian sample, Accident Analysis and Prevention, 43, 1713, 10.1016/j.aap.2011.03.030 Cerwick, 2014, A comparison of the mixed logit and latent class methods for crash-severity analysis, Analytic Methods in Accident Research, 10.1016/j.amar.2014.09.002 Christoforou, 2013, Reaction times of young alcohol-impaired drivers, Accident Analysis and Prevention, 61, 54, 10.1016/j.aap.2012.12.030 Constantinou, 2011, Risky and aggressive driving in young adults: personality matters, Accident Analysis and Prevention, 43, 1323, 10.1016/j.aap.2011.02.002 Czech, 2010, Comparing the cost of alcohol-related traffic crashes in rural and urban environments, Accident Analysis and Prevention, 42, 1195, 10.1016/j.aap.2010.01.010 Eluru, 2008, A mixed generalized ordered response model for examining pedestrian and bicyclist injury severity level in traffic crashes, Accident Analysis and Prevention, 40, 1033, 10.1016/j.aap.2007.11.010 Greene, 2003, A latent class model for discrete choice analysis: contrasts with mixed logit, Transportation Research Part B, 37, 681, 10.1016/S0191-2615(02)00046-2 Haleem, 2013, Effect of driver’s age and side of impact on crash severity along urban freeways: a mixed logit approach, Journal of Safety Research, 46, 67, 10.1016/j.jsr.2013.04.002 Hsieh, 2013, Does alcohol intoxication protect patients from severe injury and reduce hospital mortality? The association of alcohol consumption with the severity of injury and survival in trauma patients, The American Surgeon, 79, 1289, 10.1177/000313481307901222 Huang, 2011, Survival risk factors for fatal injured car and motorcycle drivers in single alcohol-related and alcohol-unrelated vehicle crashes, Journal of Safety Research, 42, 93, 10.1016/j.jsr.2011.01.005 Islam, 2006, Driver aging and its effect on male and female single-vehicle accident injuries: some additional evidence, Journal of Safety Research, 37, 267, 10.1016/j.jsr.2006.04.003 Jakubczyk, 2013, Impulsivity, risky behaviors and accidents in alcohol-dependent patients, Accident Analysis and Prevention, 51, 150, 10.1016/j.aap.2012.11.013 Khorashadi, 2005, Differences in rural and urban driver-injury severities in accidents involving large-trucks: an exploratory analysis, Accident Analysis and Prevention, 37, 910, 10.1016/j.aap.2005.04.009 Kim, 2013, Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender, Accident Analysis and Prevention, 50, 1751, 10.1016/j.aap.2012.08.011 Malyshkina, 2009, Markov switching multinomial logit model: an application to accident-injury severities, Accident Analysis and Prevention, 41, 829, 10.1016/j.aap.2009.04.006 Mann, 2010, Alcohol and driving factors in collision risk, Accident Analysis and Prevention, 42, 1538, 10.1016/j.aap.2010.03.010 Mannering, 2014, Analytic methods in accident research: methodological frontier and future directions, Analytic Methods in Accident Research, 1, 1, 10.1016/j.amar.2013.09.001 McFadden, 1981 Milton, 2008, Highway accident severities and the mixed logit model: an exploratory empirical analysis, Accident Analysis and Prevention, 40, 260, 10.1016/j.aap.2007.06.006 Morgan, 2011, The effects of road-surface conditions, age, and gender on driver-injury severities, Accident Analysis and Prevention, 43, 1852, 10.1016/j.aap.2011.04.024 NHTSA, 2005 Richardson, 1996, Patterns of motor vehicle crash involvement by driver age and sex in Hawaii, Journal of Safety Research, 27, 117, 10.1016/0022-4375(96)00006-0 Salim, 2009, Positive serum ethanol level and mortality in moderate to severe traumatic brain injury, Archives of Surgery, 144, 865, 10.1001/archsurg.2009.158 Savolainen, 2011, The statistical analysis of highway crash-injury severities: a review and assessment of methodological alternatives, Accident Analysis and Prevention, 43, 1666, 10.1016/j.aap.2011.03.025 Schlotthauer, 2011, Motor vehicle crashes associated with alcohol: child passenger injury and restraint use, American Journal of Preventive Medicine, 40, 320, 10.1016/j.amepre.2010.11.005 Shaheed, 2014, A latent class analysis of single-vehicle motorcycle crash severity outcomes, Analytic Methods in Accident Research, 2, 30, 10.1016/j.amar.2014.03.002 Ulfarsson, 2004, Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents, Accident Analysis and Prevention, 36, 135, 10.1016/S0001-4575(02)00135-5 Washington, 2011 Winston, 2006, An exploration of the offset hypothesis using disaggregate data: the case of airbags and antilock brakes, Journal of Risk and Uncertainty, 32, 83, 10.1007/s11166-006-8288-7 Xiong, 2013, The heterogeneous effects of guardian supervision on adolescent driver-injury severities: a finite-mixture random-parameters approach, Transportation Research Part B, 49, 39, 10.1016/j.trb.2013.01.002 Xiong, 2014, The analysis of vehicle crash injury-severity data: A Markov switching approach with road-segment heterogeneity, Transportation Research Part B, 67, 109, 10.1016/j.trb.2014.04.007 Yasmin, 2014, A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity, Analytic Methods in Accident Research, 1, 23, 10.1016/j.amar.2013.10.002