Chapter
Aug 31, 2020
International Conference on Transportation and Development 2020

Analysis of Factors Affecting Crash Severity of Pedestrian and Bicycle Crashes Involving Vehicles at Intersections

Publication: International Conference on Transportation and Development 2020

ABSTRACT

Vulnerable road users (VRUs) such as pedestrians and bicyclists, also known as non-motorists, are vulnerable due to lack of protection in traffic and usually sustain the higher injury levels. The objective of this study was to determine factors that contribute significantly to the crash severity of intersection-related crashes involving motor vehicles and VRUs. A three-year crash data, 2013–2015, from the Ohio Department of Public Safety was utilized for this study. The logistic stepwise selection procedure was applied to estimate statistically significant predictor variables that contribute in increasing VRU-related crash severity levels. The model identified five statistically significant predictor variables out of fourteen independent variables tested in this study. The predictors that increase crash severity of VRU-related crashes are: if a VRU is a pedestrian, if the intersection is on a curve and/or grade location, if a VRU is a female, if the crash occurs at nighttime, and if the unit in error is the VRU.

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REFERENCES

Agresti, A., 2007. An Introduction to Categorical data analysis.2nd Edition. John Wiley and Sons, Inc., New York.
Anderson, R. W. G, McLean, A. J., Farmer, M. J. B., Lee, B. H., and Brooks, C. G. (1997). Vehicle Travel Speeds and the Incidence of Fatal Pedestrian Crashes. Accident Analysis and Prevention, 29 (5), pp. 667-674.
Chen, H, Cao. L., and Logan, D. B. (2012). Analysis of Risk Factors Affecting the Severity of Intersection Crashes by Logistic Regression. Traffic Injury Prevention, 13, 300-307.
Eluru, N., Bhat, C. R., & Hensher, D. A. (2008). A mixed generalized ordered response model for examining pedestrian and bicyclist injury severity level in traffic crashes. Accident Analysis & Prevention, 40(3), 1033-1054.
Herslund, M. and Jørgensen, N. O. (2003). Looked-but-failed-to-see-errors in Traffic. Accident Analysis and Prevention, 35(6), 885-891.
Kim, J-K., Kim, S., Ulfarsson, G. F., and Porrello, L. A. (2007). Bicyclist Injury Severity in Bicycle-Motor Vehicle Accidents Accident Analysis and Prevention, 39, 238-251.
Lee, C. and Abdel-Aty, M. (2005). Comprehensive Analysis of Vehicle-pedestrian Crashes at Intersections in Florida. Accident Analysis and Prevention, 37(4), 775-786.
Lefler, D. E. and Gabler, H. C. (2004). The Fatality and Injury Risk of Light Truck Impacts with Pedestrians in the United States. Accident Analysis and Prevention, 36, 295-304.
Moore, D. N., Schneider, W. H., Savolainen, P. T., & Farzaneh, M. (2011). Mixed logit analysis of bicyclist injury severity resulting from motor vehicle crashes at intersection and non-intersection locations. Accident Analysis & Prevention, 43(3), 621-630.
National Center for Statistics and Analysis. (2017a). Bicyclists and Other Cyclists: 2015 Data. (Traffic Safety Facts. Report No. DOT HS 812 382). Washington, DC: National Highway Traffic Safety Administration.
National Center for Statistics and Analysis. (2017b). Pedestrians: 2015 Data. (Traffic Safety Facts. Report No. DOT HS 812 375). Washington, DC: National Highway Traffic Safety Administration.
Preusser, D. F., Leaf, W. A., Debartolo, K. B., and Blomberg, R. D. (1981). The effect of right-turn-on-red on pedestrian and bicyclist accidents: Final report. PsycEXTRA Dataset.
Retting, R. A., Nitzburg, M. S., Farmer, C. M., and Knoblauch, R. L. (2002). Field Evaluation of Two Methods for Restricting Right Turn on Red to Promote Pedestrian Safety. Institute of Transportation Engineers. ITE Journal, 72(1), 32-36.
Schepers, J. P, Kroeze, P. A., Sweers, W., and Wüst, J. C. (2011). Road Factors and Bicycle-Motor Vehicle Crashes at Unsignalized Priority Intersections. Accident Analysis and Prevention, 43(3), 853-861.
Sisiopiku, V. and Akin, D. (2003). Pedestrian Behaviors At and Perceptions Towards Various Pedestrian Facilities: An Examination Based on Observation and Survey Data. Transportation Research Part F: Traffic Psychology and Behaviour, 6(4), 249-274.
Stutts, J., Hunter, W., and Pein, W. (1996). Pedestrian Crash Types: 1990s Update. Transportation Research Record: Journal of the Transportation Research Board, 1538, 68-74.
Zajac, S. S. and Ivan, J. N. (2003). Factors Influencing Injury Severity of Motor Vehicle-Crossing Pedestrian Crashes in Rural Connecticut. Accident Analysis and Prevention, 35, 369-379.

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Go to International Conference on Transportation and Development 2020
International Conference on Transportation and Development 2020
Pages: 49 - 58
Editor: Guohui Zhang, Ph.D., University of Hawaii
ISBN (Online): 978-0-7844-8315-2

History

Published online: Aug 31, 2020
Published in print: Aug 31, 2020

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Authors

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Abdulaziz Alshehri [email protected]
1Dept. of Civil Engineering, Kansas State Univ., Manhattan, KS. Email: [email protected]
Deogratias Eustace, Ph.D., M.ASCE [email protected]
P.E.
2Dept. of Civil and Environmental Engineering and Engineering Mechanics, Univ. of Dayton, Dayton, OH. Email: [email protected]
Peter Hovey, Ph.D. [email protected]
3Dept. of Mathematics, Univ. of Dayton, Dayton, OH. Email: [email protected]

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