Influence of adaptive signal control technology (ASCT) on severity of intersection-related crashes

被引:1
|
作者
Kodi, John H. [1 ]
Ali, M. D. Sultan [2 ]
Kitali, Angela E. [3 ]
Alluri, Priyanka [1 ]
Sando, Thobias [4 ]
机构
[1] Florida Int Univ, Dept Civil & Environm Engn, Miami, FL 33199 USA
[2] CHA Consulting Inc, Miami, FL USA
[3] Univ Washington Tacoma, Sch Engn & Technol, Tacoma, WA USA
[4] Univ North Florida, Sch Engn, Jacksonville, FL USA
关键词
Adaptive signal control technology; crash severity; random effects; Bayesian approach; traffic safety; INJURY SEVERITY;
D O I
10.1080/19439962.2023.2215962
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Adaptive signal control technology (ASCT) is an advanced traffic control system that optimizes signal timing based on real-time traffic demand. ASCT can potentially improve the operation and safety of intersections by establishing dynamic coordination among signalized intersections in real-time. This study used a binary Bayesian logit model with random effects, which accounts for unobserved heterogeneity, to explore the impacts of ASCT on the severity of intersection-related crashes in Florida. Two distinct ASCT types (Type I and II) were analyzed to assess their impacts on crash severity. The analysis revealed that ASCT reduced the likelihood of a fatal plus injury (FI) crash by 14.6%. This reduction was significant at a 90% Bayesian credible interval (BCI). Also, each ASCT type (Type I and II) showed a potential reduction in the likelihood of a FI crash, although the decrease was not significant at a 90% BCI. Other factors such as driving under the influence, angle crashes, dark lighting conditions, posted speed limit, and median along a minor approach, were associated with a higher risk of a FI crash. Transportation agencies could use the study results to justify the deployment and expansion of ASCT at signalized intersections with a high frequency of severe crashes.
引用
收藏
页码:375 / 389
页数:15
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