Abstract
Rear-end crashes are one of the most common types of road accidents. A road traffic accident resulted from the combination of factors related to the few components of the system involving driver, vehicle, work zone, and the interaction between those systems. This study aimed to investigate the contributing factors affecting the severity of single-vehicle rear-end crash in Malaysia. The primary database from 2015–2018 used in this study was gathered from Bukit Aman Traffic Investigation and Enforcement (JSPT), the department under The Royal Malaysia Police (RMP) Pol 27. Unique risk factors associated with each of the vehicle types were identified using logistic regression models. The results showed that four variables are significantly affecting the severity of rear-end crashes. The type of vehicle and vehicle part damage are categorized as vehicle characteristics; while the speed limit and the crash zone are related to work zone characteristics. The findings of this study are anticipated to benefit local authorities in taking pro-active actions to prevent and attenuate the severity of road accidents.
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References
World Health Organization. Global status report on road safety (2015). http://www.who.int/violence_injury_prevention/road_safety_status/2015/en/
Xi, J., Guo, H., Tian, J., Liu, L., Sun, W.: Analysis of influencing factors for rear-end collision on the freeway. Adv. Mech. Eng. 11(7), 1–10 (2019). https://doi.org/10.1177/1687814019865079
Insurance Institute for Highway Safety. General Statistics Fatality Facts (2016). http://www.iihs.org/iihs/topics/t/general-statistics/fatalityfacts/overview-of-fatality-facts. Accessed 14 Mar 2019
Singh, S.: Driver Attributes and Rear-end Crash Involvement Propensity, Technical report DOT-HS-809 540, National Highway Traffic Safety Administration, Washington, DC, USA (2003)
Padmanaban, J., Burnett, R.: Seatback Strength as a Predictor of Serious Injury Risk to Belted Drivers and Rear Seat Occupants in Rear-Impact Crashes (2018). https://doi.org/10.4271/2016-01-1512
Tatem, W.M., Gabler, H.C.: Preliminary Analysis of Serious to Fatal Injury in Rear Impact Crashes in the United States, IRC-17–15 IRCOBI Conference 2017, no. 610, pp. 45–53 (2017)
Chen, F., Song, M., Ma, X.: Investigation on the injury severity of drivers in rear-end collisions between cars using a random parameter bivariate ordered probit model. Int. J. Environ. Res. Public Health 16(14) (2019). https://doi.org/10.3390/ijerph16142632.
RMP Statistical Report of Road Accidents Malaysia 2019. Royal Malaysia Police, Traffic Branch, Bukit Aman, Kuala Lumpur (2019)
Aarts, L., van Schagen, I.: Driving speed and the risk of road crashes: a review. Accident Analysis and Prevention, 215–224 (2006)
Baldock, M.R.J., Long, A.D., Lindsay, V.L., McLean, A.J.: Rear-end crashes (2005). http://casr.adelaide.edu.au/reports, February 16 2019
M. Shawky A., Kishta, M., Husain A.: Al-harthi: investigating factors affecting the occurrence and severity of rear-end crashes. Transp. Res. Procedia 25, 2098 (2017)
Chang, L.-Y., Chien, J.-T.: Analysis of driver injury severity in truck-involved accidents using a nonparametric classification tree model. Saf. Sci. 51(1), 17–22 (2013)
Morris, F.: Do head restraints protect the neck from whiplash injuries. Archives of Emerg. Med. 6, 17–21 (1989)
Acknowledgement
This work was funded by Universiti Malaysia Pahang (UMP) (UIC201508) and the ASEAN NCAP Collaborative Holistic Research Program (ANCHOR Phase III).
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Widia, M. et al. (2021). Risk Factors Affecting the Severity of Single Vehicle Rear-End Crash. In: Stanton, N. (eds) Advances in Human Aspects of Transportation. AHFE 2021. Lecture Notes in Networks and Systems, vol 270. Springer, Cham. https://doi.org/10.1007/978-3-030-80012-3_17
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DOI: https://doi.org/10.1007/978-3-030-80012-3_17
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