Safety performance functions for crash severity on undivided rural roads

作者: Francesca Russo , Mariarosaria Busiello , Gianluca Dell⿿Acqua

DOI: 10.1016/J.AAP.2016.04.016

关键词:

摘要: The objective of this paper is to explore the effect road features two-lane rural networks on crash severity. One main goals calibrate Safety Performance Functions (SPFs) that can predict frequency per year injuries and fatalities homogeneous segments. It was found more than 2000 km study-road network annual average daily traffic, lane width, curvature change rate, length, vertical grade are important variables in explaining severity crashes. A database covering a 5-year period examined achieve (1295 injurious crashes included 2089 235 fatalities). total 1000 were used SPFs remaining reflecting geometric, functional preceding one validate their effectiveness. negative binomial regression model used. Reflecting configurations dataset maximizing validation outcomes, four sets developed as follows: (a) equation only injury for subset where non-fatal occurred, (b) two different equations fatality sub-set at least fa tality occurred together with injury, (c) casualties correlating accurate percentages obtain final expected Residual analysis confirms effectiveness SPFs.

参考文章(20)
Joseph A Wattleworth, Mohammed A Hadi, Jacob Aruldhas, Lee-Fang Chow, ESTIMATING SAFETY EFFECTS OF CROSS-SECTION DESIGN FOR VARIOUS HIGHWAY TYPES USING NEGATIVE BINOMIAL REGRESSION Transportation Research Record. pp. 169- 177 ,(1995)
Al-Hossieny, K A Abbas, IN-DEPTH STATISTICAL ANALYSIS OF ACCIDENT DATABASES. PART 2: A CASE STUDY Advances in transportation studies. ,vol. 4, ,(2004)
Letty Aarts, Ingrid van Schagen, Driving speed and the risk of road crashes: a review. Accident Analysis & Prevention. ,vol. 38, pp. 215- 224 ,(2006) , 10.1016/J.AAP.2005.07.004
Liacine Bouaoun, Mohamed Mouloud Haddak, Emmanuelle Amoros, Road crash fatality rates in France: A comparison of road user types, taking account of travel practices Accident Analysis & Prevention. ,vol. 75, pp. 217- 225 ,(2015) , 10.1016/J.AAP.2014.10.025
Mojtaba A. Mohammadi, V.A. Samaranayake, Ghulam H. Bham, Crash Frequency Modeling using Negative Binomial Models: An Application of Generalized Estimating Equation to Longitudinal Data Analytic Methods in Accident Research. ,vol. 2, pp. 52- 69 ,(2014) , 10.1016/J.AMAR.2014.07.001
Susantha Chandraratna, Nikiforos Stamatiadis, Arnold Stromberg, Crash Involvement of Drivers with Multiple Crashes Accident Analysis & Prevention. ,vol. 38, pp. 532- 541 ,(2006) , 10.1016/J.AAP.2005.11.011
Thomas S. Shively, Kara Kockelman, Paul Damien, A Bayesian Semi-Parametric Model to Estimate Relationships between Crash Counts and Roadway Characteristics Transportation Research Part B-methodological. ,vol. 44, pp. 699- 715 ,(2010) , 10.1016/J.TRB.2009.12.019
Fran H Norris, B.Alex Matthews, Jasmin K Riad, Characterological, situational, and behavioral risk factors for motor vehicle accidents: a prospective examination. Accident Analysis & Prevention. ,vol. 32, pp. 505- 515 ,(2000) , 10.1016/S0001-4575(99)00068-8
Gianluca Dell’Acqua, Francesca Russo, Salvatore Antonio Biancardo, Risk-type density diagrams by crash type on two-lane rural roads Journal of Risk Research. ,vol. 16, pp. 1297- 1314 ,(2013) , 10.1080/13669877.2013.788547