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A driver focused truck crash prediction model

Author

Listed:
  • Cantor, David E.
  • Corsi, Thomas M.
  • Grimm, Curtis M.
  • Özpolat, Koray

Abstract

This paper advances a driver focused truck crash prediction model. The model investigates the contribution of driver factors on the number of state reportable crashes in which the driver was involved. The findings suggest that the following factors are significantly related to the likelihood of a crash occurrence: driver age, weight, height, gender, and employment stability as well as previous driver and vehicle violations and past crashes. The results have significance regarding the Federal Motor Carrier Safety Administration imperative to improve safety.

Suggested Citation

  • Cantor, David E. & Corsi, Thomas M. & Grimm, Curtis M. & Özpolat, Koray, 2010. "A driver focused truck crash prediction model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(5), pages 683-692, September.
    • Handle: RePEc:eee:transe:v:46:y:2010:i:5:p:683-692
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    Citations

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    Cited by:

    1. Jo, Young & Kim, Jungin & Oh, Cheol & Kim, Ikki & Lee, Gunwoo, 2019. "Benefits of travel time savings by truck platooning in Korean freeway networks," Transport Policy, Elsevier, vol. 83(C), pages 37-45.
    2. de Vries, Jelle & de Koster, René & Rijsdijk, Serge & Roy, Debjit, 2017. "Determinants of safe and productive truck driving: Empirical evidence from long-haul cargo transport," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 97(C), pages 113-131.
    3. Batabyal, Amitrajeet, 2015. "Winter Transport via Trucks with Chains and the Fraction of Time Spent in Accidents," MPRA Paper 71451, University Library of Munich, Germany.
    4. Cantor, David E. & Celebi, Heidi & Corsi, Thomas M. & Grimm, Curtis M., 2013. "Do owner–operators pose a safety risk on the nation’s highways?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 59(C), pages 34-47.
    5. Mercedes Castro-Nuño & José I. Castillo-Manzano & Xavier Fageda, 2015. "Do more trucks lead to more motor vehicle fatalities in European roads? Evaluating the impact of specific safety strategies," ERSA conference papers ersa15p306, European Regional Science Association.
    6. Castillo-Manzano, José I. & Castro-Nuño, Mercedes & Fageda, Xavier, 2016. "Exploring the relationship between truck load capacity and traffic accidents in the European Union," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 88(C), pages 94-109.
    7. Dadsena, Krishna Kumar & Sarmah, S.P. & Naikan, V.N.A. & Jena, Sarat Kumar, 2019. "Optimal budget allocation for risk mitigation strategy in trucking industry: An integrated approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 121(C), pages 37-55.
    8. Corsi, Thomas M. & Grimm, Curtis M. & Cantor, David E. & Sienicki, Dale, 2012. "Safety performance differences between unionized and non-union motor carriers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(4), pages 807-816.
    9. Kumar, Anupam & Cantor, David E. & Grimm, Curtis M., 2019. "The impact of a supplier’s environmental management concerns on a buyer’s environmental reputation: The moderating role of relationship criticality and firm size," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 448-462.
    10. Ali Tavakoli Kashani & Kamran Zandi & Atsuyuki Okabe, 2023. "Investigation of Factors Associated with Heavy Vehicle Crashes in Iran (Tehran–Qazvin Freeway)," Sustainability, MDPI, vol. 15(13), pages 1-16, July.
    11. Matthew A. Douglas & Stephen M. Swartz, 2017. "Knights of the Road: Safety, Ethics, and the Professional Truck Driver," Journal of Business Ethics, Springer, vol. 142(3), pages 567-588, May.
    12. Seongtae Kim & Sangho Chae & Stephan M. Wagner & Jason W. Miller, 2022. "Buyer abusive behavior and supplier welfare: An empirical study of truck owner–operators," Journal of Supply Chain Management, Institute for Supply Management, vol. 58(4), pages 90-111, October.
    13. Anderson, Jason R. & Ogden, Jeffrey D. & Cunningham, William A. & Schubert-Kabban, Christine, 2017. "An exploratory study of hours of service and its safety impact on motorists," Transport Policy, Elsevier, vol. 53(C), pages 161-174.

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