A driver focused truck crash prediction model

Transportation Research Part E: Logistics and Transportation Review

Volumn 46, Issue 5, 2010, Pages 683-692

  Cantor, David E ^a   Corsi, Thomas M ^b   Grimm, Curtis M ^b   Özpolat, Koray ^b  

^a IOWA STATE UNIVERSITY   (United States)

^b UNIVERSITY OF MARYLAND   (United States)

Author keywords

Motor carrier safety; United States motor carrier industry

Indexed keywords

COLLISION; NUMERICAL MODEL; PLANNING METHOD; PREDICTION; TRANSPORTATION PLANNING; TRANSPORTATION SAFETY; TRUCKING;

UNITED STATES;

EID: 77952675660     PISSN: 13665545     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tre.2009.08.011     Document Type: Article

References (50)

1. American Transportation Research Institute, 2005. Predicting Truck Crash Involvement: Developing a Commercial Driver Behavior-based Model and Recommended Countermeasures.
2. Beilock R., Capelle R.B. Occupational loyalties among truck drivers. Transportation Journal 1990, 29(3):20-29.
3. Berdah T.A. Racial/ethnic and gender differences in individual workplace injury risk trajectories: 1988-1998. American Journal of Public Health 2008, 98(12):2258-2263.
4. Blower, D., 1996. The Accident Experience of Younger Truck Drivers. Great Lakes Center for Truck and Transit Research. University of Michigan, Ann Arbor, MI.
5. Booz Allen Hamilton, 2007. Commercial Driver Risk Factors Study: Stage 1 Pilot and Phase 1 Report. US Department of Transportation, Federal Motor Carrier Safety Administration, Research and Analysis Division, Washington, DC.
6. Campbell J.F. Peak period large truck restrictions and a shift to off-peak operations: impact on truck emissions and performance. Journal of Business Logistics 1995, 16(2):227-248.
7. Cantor D.E. Workplace safety in the supply chain: a review of the literature and call for research. International Journal of Logistics Management 2008, 19(1):65-83.
8. Cantor D.E., Corsi T.M., Grimm C.M. Determinants of safety technology adoption. Transportation Research Part E: Logistics and Transportation Review 2007, 44E(5):932-947.
9. Cantor D.E., Corsi T.M., Grimm C.M. Do electronic logbooks contribute to motor carrier safety performance?. Journal of Business Logistics 2009, 30(1):203-222.
10. Center for Disease Control, 2009. (accessed 25.03.09). http://www.cdc.gov/.
11. Charlton, S., Bastin, G., 2000. Survey of New Zealand truck driver fatigue and fitness for duty. In: 4th International Conference on Fatigue and Transportation, Fremantle, Western Australia.
12. Corsi T.M., Fanara P., Roberts M.J. Linkages between motor carrier accidents and safety regulation. Logistics and Transportation Review 1984, 20(2):149-164.
13. Corsi T.M., Fanara P., Jarrell J. Safety performance of pre-MCA motor carriers, 1977 versus 1984. Transportation Journal 1988, 27(3):30-36.
14. Crum M.R., Morrow P.C. The influence of carrier scheduling practices on truck driver fatigue. Transportation Journal 2002, 42(1):20-42.
15. Dobie K., Rakowski J.P., Southern R.N. Motor carrier road driver recruitment in a time of shortages: what are we doing now?. Transportation Journal 1998, 37(3):5-12.
16. Dwyer T. Life and Death at work; Industrial Accidents as a Case of Socially Produced Error 1991, Plenum Press, New York.
17. Federal Motor Carrier Safety Administration, 2006. (accessed 01.12.08). http://www.fmcsa.dot.gov/facts-research.
18. Gittelman M., Kogut B. Does good science lead to valuable knowledge? Biotechnology firms and the evolutionary logic of citation patterns. Management Science 2003, 49(4):366-382.
19. Insight Global. The US Truck Driver Shortage: Analysis and Forecasts 2005, American Trucking Associations, Arlington, Virginia.
20. Harb R.C., Radwan E., Yan X., Mohamed A., Anurag P. Environmental, driver, and vehicle risk analysis for freeway work zone crashes. ITE Journal 2008, 78(1):26-30.
21. Hausman J., Hall B.H., Griliches Z. Econometric models for count data with an application to the patents-R&D relationship. Econometrica 1984, 52(4):909-938.
22. Holmes S.M., Power M.L., Walter C.K. A motor carrier wellness program: development and testing. Transportation Journal 1996, 35(3):33-49.
23. Insurance Institute for Highway Safety, 2008. (accessed 26.12.08). http://www.iihs.org/research.
24. Janssens M., Brett J.M., Smith F.J. Confirmatory cross-cultural research: testing the viability of a corporation-wide safety policy. Academy of Management Journal 1995, 38(2):364-379.
25. Jensen E. Research expenditures and the discovery of new drugs. Journal of Industrial Economics 1987, 36(1):83-95.
26. Keeler T.E. Highway safety, economic behavior, and driving environment. American Economic Review 1994, 84(3):684-693.
27. Keller S. Driver relationships with customers and driver turnover: key mediating variables affecting driver performance in the field. Journal of Business Logistics 2002, 23(1):39-65.
28. Korelitz J.J., Fernandez A.A., Uyeda V.J., Spivey G.H., Browdy B.L., Schmidt R.T. Health habits and risk factors among truck drivers visiting a health booth during a trucker trade show. American Journal of Health Promotion 1993, 8(2):117-123.
29. Lantz, B., Blevins, M.W., 2001. An Analysis of Commercial Vehicle Driver Traffic Conviction Data to Identify High Safety Risk Motor Carriers. US Department of Transportation, Federal Motor Carrier Safety Administration Report, Washington, DC.
30. McElroy J.C., Rodriguez J.M., Griffin G.C., Morrow P.C., Wilson M.G. Career stage, time spent on the road, and truck-load driver attitudes. Transportation Journal 1993, 33(1):5-14.
31. Meadows M.L., Stradling S.G., Lawson S. The Role of social deviance and violations in predicting road traffic accidents in a sample of young offenders. British Journal of Psychology 1998, 89:417-431.
32. Mejza M.C., Corsi T.M. Assessing motor carrier potential for improving safety processes. Transportation Journal 1999, 38(4):36-50.
33. Mejza M.C., Barnard R.E., Corsi T.M., Keane T. Driver management practices of motor carriers with high compliance and safety performance. Transportation Journal 2003, 42(4):16-29.
34. Roberts, S., York, J., 2000. Design, Development and Evaluation of Truck and Bus Driver Wellness Programs. Final Report, US Department of Transportation, Federal Motor Carrier Safety Administration, Office of Research and Technology, Washington, DC.
35. Rose N.L. Profitability and product quality: economic determinants of airline safety performance. Journal of Political Economy 1990, 98(5):944-964.
36. Saltzman G.M., Belzer M.H. The case for strengthened motor carrier hours of service regulations. Transportation Journal 2002, 41(4):51-72.
37. Shane S. Technology regimes and new firm formation. Management Science 2001, 47(9):1173-1191.
38. Shane S. Selling university technology: patterns from MIT. Management Science 2002, 48(1):122-138.
39. Stephenson F.J., Fox R.J. Driver retention solutions: strategies for for-hire truckload (TL) employee drivers. Transportation Journal 1996, 35(4):12-25.
40. Stoohs R.A., Guilleminault C., Itoli A., Dement W.C. Traffic accidents in commercial long-haul truck drivers: the influence of sleep-disordered breathing and obesity. Sleep 1994, 17:619-623.
41. Sullman M.J., Meadows M., Pajo K.B. Aberrant driving behaviours amongst New Zealand truck drivers. Transportation Research Part F 2002, 15:217-232.
42. Suzuki Y. Truck driver turnover: what rate is good enough?. International Journal of Physical Distribution and Logistics Management 2007, 37(8):612-630.
43. Transport Topics, 2007. (accessed 25.10.07). http://www.ttnews.com/articles/basetemplate.aspx?storyid=17917.
44. US Department of Transportation, 2007a. (accessed 15.06.09). http://www-fars.nhtsa.dot.gov.
45. US Department of Transportation, 2007b. (accessed 15.06.09). http://www-fars.nhtsa.dot.gov/Vehicles/VehiclesLargeTrucks.aspx.
46. US Department of Transportation, 2007c. (accessed 15.06.09). http://www.fhwa.dot.gov.
47. Wooldridge J.M. Introductory Econometrics: A Modern Approach 2003, South-Western Publishing, Mason, OH. 2nd ed.
48. Zaloshnja, E., Miller, T., 2007. Unit Costs of Medium and Heavy Truck Crashes. Final Report Prepared for Federal Motor Carrier Safety Administration, Washington, DC.
49. Zhu L., Guse L., Pintar F., Nirula R., Hargarten S. Obesity and risk for death due to motor vehicle crashes. American Journal of Public Health 2006, 96(4):734-739.
50. Zhu K., Kraemer K. E-Commerce metrics for net-enhanced organizations: assessing the value of E-Commerce to firm performance in the manufacturing sector. Information Systems Research 2002, 13(3):275-295.