Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections

doi:10.1155/2020/2023093

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	Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections
	Li, Juan 1,3; Jiang, Boyu 1,3; Dong, Chunjiao 1,3; Wang, Jue 4; Zhang, Xuan 2
刊名	JOURNAL OF ADVANCED TRANSPORTATION
	2020-08-05
卷号	2020 页码:12
ISSN号	0197-6729
DOI	10.1155/2020/2023093
英文摘要	Drivers' decisions to either slow and stop or go at the onset of yellow signal impact on intersection safety. This novel study contributes to the new classification scheme for drivers. Two driving style indexes (i.e., the driving reliability index and dangerous driving index) are adopted, along with other known factors to analyze stop/go decision-making. Initially, the driving reliability index is extracted using a Hidden Markov Model (HMM). The dangerous driving index is calculated based on statistics extracted from dangerous driving records. A latent class logit model is then proposed to explore the factors which influence drivers' decisions. Drivers are classified for analytical purposes into "low-risk" and "high-risk" categories according to driving styles and age. Results indicate that those considering "low-risk" tend to stop, while drivers considering "high-risk" are inclined to pass intersections. Furthermore, distractions from cell phones have different influences on each group of drivers. These findings help to determine driver preferences and may be used to formulate strategies to reduce unsafe driving occurring at signalized intersections.
资助项目	Fundamental Research Funds for the Central Universities[2019JBM036]
WOS研究方向	Engineering ; Transportation
语种	英语
出版者	WILEY-HINDAWI
WOS记录号	WOS:000563478100001
内容类型	期刊论文
源URL	[http://ir.amss.ac.cn/handle/2S8OKBNM/52024]
专题	系统科学研究所
通讯作者	Li, Juan
作者单位	1.Beijing Jiaotong Univ, Key Lab Transport Ind Big Data Applicat Technol C, Beijing, Peoples R China 2.Sams Club Technol, Austin, TX USA 3.Beijing Jiaotong Univ, Sch Traff & Transportat, Beijing, Peoples R China 4.Chinese Acad Sci, Acad Math & Syst Sci, Ctr Forecasting Sci, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Li, Juan,Jiang, Boyu,Dong, Chunjiao,et al. Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections[J]. JOURNAL OF ADVANCED TRANSPORTATION,2020,2020:12.
APA	Li, Juan,Jiang, Boyu,Dong, Chunjiao,Wang, Jue,&Zhang, Xuan.(2020).Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections.JOURNAL OF ADVANCED TRANSPORTATION,2020,12.
MLA	Li, Juan,et al."Analysis of Driver Decisions at the Onset of Yellow at Signalized Intersections".JOURNAL OF ADVANCED TRANSPORTATION 2020(2020):12.