个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职:Director of International Office Dean of School of Transportation and Logistics
其他任职:交通运输学院名誉院长
性别:男
毕业院校:日本东京大学
学位:博士
所在单位:交通运输系
学科:交通运输规划与管理. 交通系统工程. 市政工程. 行政管理
联系方式:0411-84708224
电子邮箱:szhao@dlut.edu.cn
Modeling Travelers' Acceptance of Variable Message Signs: A Hierarchical Hybrid Choice Model
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论文类型:期刊论文
发表时间:2021-03-05
发表刊物:JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS
卷号:146
期号:12
ISSN号:2473-2907
关键字:Advanced traveler information systems (ATIS); Technology acceptance model; Route-switching behavior; Hybrid choice models; Attitudes; Perceptions
摘要:This study aims to develop a framework that integrates the technology acceptance model (TAM) into a route-switching model of travelers' response to variable message signs (VMS). In addition to the parsimonious TAM constructs (perceived usefulness, perceived ease of use, and behavioral intention), the model is extended with latent variables that are specific to travelers' response to VMS (perception of information quality, attitude towards route diversion, and familiarity with the network). The model also takes into account the causal relationships among the latent variables. The obtained framework is then incorporated into a route-switching model to form a hierarchical integrated choice and latent variable model. The model is tested with stated preference data from 339 Chinese road users. The results show that all six latent variables have direct and/or indirect effects on route-switching behavior according to the hypothesized relationships. Route choice attributes and individual characteristics also affect travelers' decisions. The theoretical and practical implications of the findings are also discussed. (c) 2020 American Society of Civil Engineers.