M. Poch et F. Mannering, NEGATIVE BINOMIAL ANALYSIS OF INTERSECTION-ACCIDENT FREQUENCIES, Journal of transportation engineering, 122(2), 1996, pp. 105-113
Traffic accidents at urban intersections result in a huge cost to soci
ety in terms of death, injury, lost productivity, and property damage.
Unfortunately, the elements that effect the frequency of intersection
accidents are not well understood and, as a result, it is difficult t
o predict the effectiveness of specific intersection improvements that
are aimed at reducing accident frequency. Using seven-yr accident his
tories from 63 intersections in Bellevue, Washington (all of which wer
e targeted for operational improvements), this paper estimates a negat
ive binomial regression of the frequency of accidents at intersection
approaches. The estimation results uncover important interactions betw
een geometric and traffic-related elements and accident frequencies. T
he findings of this paper provide exploratory methodological and empir
ical evidence that could lead to an approach to estimate the accident
reduction benefits of various proposed improvements on operationally d
eficient intersections.