Risk factors associated with bus accident severity in the United States: A generalized ordered logit model

Source: Sigal Kaplan, Carlo Giacomo Prato, Journal of Safety Research, Volume 43, Issue 3, July 2012
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From the abstract:
Highlights:
► Generalized ordered logit model for bus accident severity in the United States ► Marginal effects of risk factors on bus accident severity are identified ► Bus severity is linked to driver’s age, gender and risky behavior ► Bus severity is linked with intersections, low-speed areas and road curves ► Driver training, career length, vehicle standards and education are proposed…

Results:
Results show that accident severity increases: (i) for young bus drivers under the age of 25; (ii) for drivers beyond the age of 55, and most prominently for drivers over 65 years old; (iii) for female drivers; (iv) for very high (over 65 mph) and very low (under 20 mph) speed limits; (v) at intersections; (vi) because of inattentive and risky driving….