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Analyzing drivers’ perceived service quality of variable message signs (VMS)

Recent advance in VMS technology has made it viable to ease traffic congestion and improve road traffic efficiency. However, the drivers’ low compliance with the posted information may limit its performance to ease traffic congestion and improve traffic safety. This paper explores drivers’ attitude...

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Detalles Bibliográficos
Autores principales: Ma, Zhuanglin, Luo, Mingjie, Chien, Steven I-Jy, Hu, Dawei, Zhao, Xue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7577472/
https://www.ncbi.nlm.nih.gov/pubmed/33085674
http://dx.doi.org/10.1371/journal.pone.0239394
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author Ma, Zhuanglin
Luo, Mingjie
Chien, Steven I-Jy
Hu, Dawei
Zhao, Xue
author_facet Ma, Zhuanglin
Luo, Mingjie
Chien, Steven I-Jy
Hu, Dawei
Zhao, Xue
author_sort Ma, Zhuanglin
collection PubMed
description Recent advance in VMS technology has made it viable to ease traffic congestion and improve road traffic efficiency. However, the drivers’ low compliance with the posted information may limit its performance to ease traffic congestion and improve traffic safety. This paper explores drivers’ attitude to the service quality of VMS system resulted from the identified predominant influencing factors. A questionnaire is developed and used for surveying 9,600 drivers in Beijing, China. The collected data are analyzed with a multiple indicators and multiple causes (MIMIC) model considering different driver categories (e.g., private car driver, office car driver, taxi driver). The results show that the causal relationships between latent variables and socio-demographic characteristic is significant. Driving frequency, attitude towards contents of VMS, drivers’ decision-making and the effectiveness of VMS message can directly and indirectly affect driver’s perceived quality of service. The attitude towards formats of VMS indirectly affect their QoS resulting from the effectiveness of VMS message, while there is no indirect impact for taxi drivers. Besides, the drivers’ decision-making directly affects the perceived quality of service for private car drivers and office car drivers, but there is no impact for taxi drivers. The findings of this study can provide guidance and reference for urban authorities to perform the relevant actions required to meet user expectations.
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spelling pubmed-75774722020-10-26 Analyzing drivers’ perceived service quality of variable message signs (VMS) Ma, Zhuanglin Luo, Mingjie Chien, Steven I-Jy Hu, Dawei Zhao, Xue PLoS One Research Article Recent advance in VMS technology has made it viable to ease traffic congestion and improve road traffic efficiency. However, the drivers’ low compliance with the posted information may limit its performance to ease traffic congestion and improve traffic safety. This paper explores drivers’ attitude to the service quality of VMS system resulted from the identified predominant influencing factors. A questionnaire is developed and used for surveying 9,600 drivers in Beijing, China. The collected data are analyzed with a multiple indicators and multiple causes (MIMIC) model considering different driver categories (e.g., private car driver, office car driver, taxi driver). The results show that the causal relationships between latent variables and socio-demographic characteristic is significant. Driving frequency, attitude towards contents of VMS, drivers’ decision-making and the effectiveness of VMS message can directly and indirectly affect driver’s perceived quality of service. The attitude towards formats of VMS indirectly affect their QoS resulting from the effectiveness of VMS message, while there is no indirect impact for taxi drivers. Besides, the drivers’ decision-making directly affects the perceived quality of service for private car drivers and office car drivers, but there is no impact for taxi drivers. The findings of this study can provide guidance and reference for urban authorities to perform the relevant actions required to meet user expectations. Public Library of Science 2020-10-21 /pmc/articles/PMC7577472/ /pubmed/33085674 http://dx.doi.org/10.1371/journal.pone.0239394 Text en © 2020 Ma et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ma, Zhuanglin
Luo, Mingjie
Chien, Steven I-Jy
Hu, Dawei
Zhao, Xue
Analyzing drivers’ perceived service quality of variable message signs (VMS)
title Analyzing drivers’ perceived service quality of variable message signs (VMS)
title_full Analyzing drivers’ perceived service quality of variable message signs (VMS)
title_fullStr Analyzing drivers’ perceived service quality of variable message signs (VMS)
title_full_unstemmed Analyzing drivers’ perceived service quality of variable message signs (VMS)
title_short Analyzing drivers’ perceived service quality of variable message signs (VMS)
title_sort analyzing drivers’ perceived service quality of variable message signs (vms)
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7577472/
https://www.ncbi.nlm.nih.gov/pubmed/33085674
http://dx.doi.org/10.1371/journal.pone.0239394
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