Heterogeneous impacts of gender-interpreted contributing factors on driver injury severities in single-vehicle rollover crashes

Accident Analysis and Prevention

Volumn 94, Issue , 2016, Pages 28-34

  Wu, Qiong ^a   Zhang, Guohui ^a   Chen, Cong ^a   Tarefder, Rafiqul ^b   Wang, Haizhong ^c   Wei, Heng ^d  

^a University of Hawaii at Manoa   (United States)

^b MSC01 1070   (United States)

^c Oregon State University   (United States)

^d 705 Engineering Research Center   (United States)

Author keywords

Driver injury severity; Mixed logit model; Rollover crashes; Single vehicle crashes

Indexed keywords

CRASHWORTHINESS; REGRESSION ANALYSIS; SOCIAL SCIENCES; VEHICLES;

CONTRIBUTING FACTOR; DRIVER INJURY SEVERITIES; LINEAR REGRESSION MODELS; MIXED LOGIT MODELS; MODEL SPECIFICATIONS; ROLLOVER CRASHES; VEHICLE CRASHES; VEHICLE ROLLOVERS;

ACCIDENTS;

ADOLESCENT; ADULT; AGED; CAR DRIVING; FEMALE; HUMAN; INJURY SCALE; MALE; MIDDLE AGED; NEW MEXICO; PROBABILITY; RISK ASSESSMENT; SEX DIFFERENCE; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; TRAFFIC ACCIDENT; YOUNG ADULT;

ACCIDENTS, TRAFFIC; ADOLESCENT; ADULT; AGED; AUTOMOBILE DRIVING; FEMALE; HUMANS; LOGISTIC MODELS; MALE; MIDDLE AGED; NEW MEXICO; PROBABILITY; RISK ASSESSMENT; SEX FACTORS; TRAUMA SEVERITY INDICES; YOUNG ADULT;

EID: 84975215441     PISSN: 00014575     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aap.2016.04.005     Document Type: Article

References (46)

1. N. Amarasingha, and S. Dissanayake Gender differences of young drivers on injury severity outcome of highway crashes J. Saf. Res. 49 2014 113.e1 113.e120 10.1016/j.jsr.2014.03.004
2. M.R. Bambach, R.H. Grzebieta, and A.S. McIntosh Thoracic injuries to contained and restrained occupants in single-vehicle pure rollover crashes Accid. Anal. Prev. 50 2013 115 121 10.1016/j.aap.2012.03.033
3. M.R. Bambach, R.H. Grzebieta, A.S. McIntosh, and G.A. Mattos Cervical and thoracic spine injury from interactions with vehicle roofs in pure rollover crashes Accid. Anal. Prev. 50 2013 34 43 10.1016/j.aap.2012.10.006
4. C.R. Bhat Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences Transp. Res. Part B Methodol. 37 2003 837 855 10.1016/S0191-2615(02)00090-5
5. F. Boseto, J. Jacob, and A. Jacob Single vehicle roll over accidents: an unique pattern of motor vehicle accidents in central Australia ANZ J. Surg. 77 2007 93 97
6. L.Y. Chang, and F. Mannering Analysis of injury severity and vehicle occupancy in truck- and non-truck-involved accidents Accid. Anal. Prev. 31 1999 579 592
7. F. Chen, and S. Chen Injury severities of truck drivers in single- and multi-vehicle accidents on rural highways Accid. Anal. Prev. 43 2011 1677 1688 10.1016/j.aap.2011.03.026
8. C. Chen, G. Wang, Y. Zhang, Y. Zhang, and J. Si Effect of lateral stiffness coefficient of loader ROPS on human injury in a lateral rollover incident Biosyst. Eng. 113 2012 207 219 10.1016/j.biosystemseng.2012.08.003
9. C. Chen, G. Zhang, R. Tarefder, J. Ma, H. Wei, and H. Guan A multinomial logit model-Bayesian network hybrid approach for driver injury severity analyses in rear-end crashes Accid. Anal. Prev. 80 2015 76 88 10.1016/j.aap.2015.03.036
10. C. Chen, G. Zhang, Z. Tian, S.M. Bogus, and Y. Yang Hierarchical Bayesian random intercept model-based cross-level interaction decomposition for truck driver injury severity investigations Accid. Anal. Prev. 85 2015 186 198 10.1016/j.aap.2015.09.005
11. C. Chen, G. Zhang, Z. Qian, R.A. Tarefder, and Z. Tian Investigating driver injury severity patterns in rollover crashes using support vector machine models Accid. Anal. Prev. 90 2016 128 139 10.1016/j.aap.2016.02.011
12. C. Chen, G. Zhang, J. Yang, J.C. Milton, and A. Dely Alcántara An explanatory analysis of driver injury severity in rear-end crashes using a decision table/Naïve Bayes (DTNB) hybrid classifier Accid. Anal. Prev. 90 2016 95 107 10.1016/j.aap.2016.02.002
13. C. Conroy, D.B. Hoyt, A.B. Eastman, S. Erwin, S. Pacyna, T.L. Holbrook, T. Vaughan, M. Sise, F. Kennedy, and T. Velky Rollover crashes: predicting serious injury based on occupant, vehicle, and crash characteristics Accid. Anal. Prev. 38 2006 835 842 10.1016/j.aap.2006.02.002
14. C. Duncan, A. Khattak, and F. Council Applying the ordered probit model to injury severity in truck-passenger car rear-end collisions Transp. Res. Rec. 1635 1998 63 71
15. C.M. Farmer, and A.K. Lund Rollover risk of cars and light trucks after accounting for driver and environmental factors Accid. Anal. Prev. 34 2002 163 173
16. B. Fréchède, A.S. McIntosh, R. Grzebieta, and M.R. Bambach Characteristics of single vehicle rollover fatalities in three Australian states (2000-2007) Accid. Anal. Prev. 43 2011 804 812 10.1016/j.aap.2010.10.028
17. J.C. Glennon, and P.F. Hill Roadway Safety and Tort Liability second ed. 2004 Lawyers & Judges publishing Company Inc.
18. J.H. Halton On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals Numer. Math. 2 1960 84 90
19. M.M. Haque, and H.C. Chin Right-angle crash vulnerability of motorcycles at signalized intersections Transp. Res. Rec. J. Transp. Res. Board 2194 2010 82 90 10.3141/2194-10
20. D.A. Hensher, and W.H. Greene The mixed logit model: the state of practice Transportation 30 2 2003 133 176
21. D.A. Hensher, J.M. Rose, and W.H. Greene Applied Choice Analysis: A Primer 2005 Cambriday University Press Cambridge, United Kingdom
22. W. Hu, and E.T. Donnell Severity models of cross-median and rollover crashes on rural divided highways in Pennsylvania J. Saf. Res. 42 2011 375 382 10.1016/j.jsr.2011.07.004
23. J. Inamasu, and B.H. Guiot Thoracolumbar junction injuries after rollover crashes: difference between belted and unbelted front seat occupants Eur. Spine J. 18 2009 1464 1468 10.1007/s00586-009-1135-1
24. X. Jiang, B. Huang, R.L. Zaretzki, S. Richards, X. Yan, and H. Zhang Investigating the influence of curbs on single-vehicle crash injury severity utilizing zero-inflated ordered probit models Accid. Anal. Prev. 57 2013 55 66 10.1016/j.aap.2013.03.018
25. J.-K. Kim, G.F. Ulfarsson, V.N. Shankar, and F.L. Mannering A note on modeling pedestrian-injury severity in motor-vehicle crashes with the mixed logit model Accid. Anal. Prev. 42 2010 1751 1758 10.1016/j.aap.2010.04.016
26. J.-K. Kim, G.F. Ulfarsson, S. Kim, and V.N. Shankar Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender Accid. Anal. Prev. 50 2013 1073 1081 10.1016/j.aap.2012.08.011
27. A. Maistros, W.H. Schneider, and P.T. Savolainen A comparison of contributing factors between alcohol related single vehicle motorcycle and car crashes J. Saf. Res. 49 2014 129 135 10.1016/j.jsr.2014.03.002
28. G.a. Mattos, R.H. Grzebieta, M.R. Bambach, and A.S. McIntosh Head injuries to restrained occupants in single-vehicle pure rollover crashes Traffic Inj. Prev. 14 2013 360 368 10.1080/15389588.2012.722735
29. D.N. Moore, W.H. Schneider, P.T. Savolainen, and M. Farzaneh Mixed logit analysis of bicyclist injury severity resulting from motor vehicle crashes at intersection and non-intersection locations Accid. Anal. Prev. 43 2011 621 630 10.1016/j.aap.2010.09.015
30. A. Morgan, and F.L. Mannering The effects of road-surface conditions, age, and gender on driver-injury severities Accid. Anal. Prev. 43 2011 1852 1863 10.1016/j.aap.2011.04.024
31. National Highway Traffic Safety Adminstriation, 2002. Characteristics of Fatal Rollover Crashes.
32. National Highway Traffic Safety Adminstriation, 2007. An Analysis of Motor Vehicle Rollover Crashes and Injury Outcomes.
33. National Highway Traffic Safety Adminstriation Fatality Analysis Reporting System (FARS) Encyclopedia [WWW Document] 2010 URL http://www-fars.nhtsa.dot.gov/Main/DidYouKnow.aspx (accessed 1.1.14)
34. K. Obeng Gender differences in injury severity risks in crashes at signalized intersections Accid. Anal. Prev. 43 2011 1521 1531 10.1016/j.aap.2011.03.004
35. S. Patil, S.R. Geedipally, and D. Lord Analysis of crash severities using nested logit model - accounting for the underreporting of crashes Accid. Anal. Prev. 45 2012 646 653 10.1016/j.aap.2011.09.034
36. S.M. Rifaat, and H.C. Chin Accident severity analysis using ordered probit model J. Adv. Transp. 41 2007 91 114
37. P. Savolainen, and F. Mannering Probabilistic models of motorcyclists' injury severities in single- and multi-vehicle crashes Accid. Anal. Prev. 39 2007 955 963 10.1016/j.aap.2006.12.016
38. K. Train Discrete Choice Methods with Simulation second ed. 2009 Cambridge University Press Cambridge
39. T.L. Traynor The impact of driver alcohol use on crash severity: a crash specific analysis Transp. Res. Part E Logist. Transp. Rev. 41 2005 421 437 10.1016/j.tre.2005.03.005
40. P.J. Treacy, K. Jones, and C. Mansfield Flipped out of control: single-vehicle rollover accidents in the Northern Territory Med. J. Aust. 176 2002 260 263
41. S.F. van der Westhuizen, and P.S. Els Slow active suspension control for rollover prevention J. Terramech. 50 2013 29 36 10.1016/j.jterra.2012.10.001
42. S.P. Washington, M.G. Karlaftis, and F.L. Mannering Statistical and Econometric Methods for Transportation Data Analysis 2003 Chapman & Hall/CRC Washington, D.C
43. R.a. Whitfield, and I.S. Jones The effect of passenger load on unstable vehicles in fatal, untripped rollover crashes Am. J. Public Health 85 1995 1268 1271
44. Q. Wu, and G. Zhang Formulating alcohol influenced driver injury severities in intersection-related crashes Transport 4142 2016 10.3846/16484142.2016.1144221
45. Q. Wu, F. Chen, G. Zhang, X.C. Liu, H. Wang, and S.M. Bogus Mixed logit model-based driver injury severity investigations in single- and multi-vehicle crashes on rural two-lane highways Accid. Anal. Prev. 72 2014 105 115 10.1016/j.aap.2014.06.014
46. Q. Wu, G. Zhang, Y. Ci, L. Wu, R.A. Tarefder, and A. Dely Alcántara Exploratory multinomial logit model-based driver injury severity analyses for teenage and adult drivers in intersection-related crashes Traffic Inj. Prev. 2015 2014 2015 10.1080/15389588.2015.1100722