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Author:

Yuan, Renteng (Yuan, Renteng.) | Xiang, Qiaojun (Xiang, Qiaojun.) | Huang, Yan (Huang, Yan.) | Gu, Xin (Gu, Xin.)

Indexed by:

EI Scopus SCIE

Abstract:

This study investigates the differences in the factors affecting the injury severity of speeding-related crashes occurring in the daytime and nighttime. Two log-likelihood ratio tests are conducted to validate whether speeding-related crashes classified by daytime and nighttime should be modeled separately. The result proves that separate modeling is necessary. Two correlated random parameter order probit models with heterogeneity in means are conducted using the data collected from 2018 to 2020 in the United States. Model estimation results show that urban areas, speed limits, and young and older drivers are temporal instability. Angle crashes, head-on crashes, intersections, downhill, exceeding the speed limit, drunk driving, and motorcycles are statistically significant in both models with an increased crash severity. Interaction and heterogeneity effects between random parameters are also reported. For instance, large trucks driving above the speed limit are more likely to increase the probability of severe injury.

Keyword:

heterogeneity in means speeding-related crash correlated random parameter model crash severity

Author Community:

  • [ 1 ] [Yuan, Renteng]Southeast Univ, Sch Transportat, Jiangsu Key Lab Urban ITS, Nanjing, Jiangsu, Peoples R China
  • [ 2 ] [Xiang, Qiaojun]Southeast Univ, Sch Transportat, Jiangsu Key Lab Urban ITS, Nanjing, Jiangsu, Peoples R China
  • [ 3 ] [Huang, Yan]Changan Univ, Coll Transportat Engn, Xian, Shaanxi, Peoples R China
  • [ 4 ] [Gu, Xin]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing, Peoples R China

Reprint Author's Address:

  • [Xiang, Qiaojun]Southeast Univ, Sch Transportat, Jiangsu Key Lab Urban ITS, Nanjing, Jiangsu, Peoples R China;;

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Source :

CANADIAN JOURNAL OF CIVIL ENGINEERING

ISSN: 0315-1468

Year: 2023

Issue: 1

Volume: 51

Page: 60-72

1 . 4 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:19

Cited Count:

WoS CC Cited Count: 4

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

Affiliated Colleges:

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