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Analyzing drivers' perceived service quality of variable message signs (VMS)
Zhuanglin Ma1, Mingjie Luo1, Steven I-Jy Chien1,2
1College of Transportation Engineering, Chang'an University, Xi'an, China.
Plos One
|October 21, 2020
Summary
Drivers
Area of Science:
- Traffic Management
- Human Factors in Transportation
Background:
- Variable Message Sign (VMS) technology offers potential for traffic congestion relief and efficiency improvement.
- Low driver compliance with VMS information can hinder traffic safety and congestion mitigation.
- Understanding driver attitudes towards VMS is crucial for optimizing system effectiveness.
Purpose of the Study:
- To investigate drivers' attitudes toward the service quality of Variable Message Sign (VMS) systems.
- To identify key factors influencing driver perceptions of VMS.
- To analyze how different driver categories perceive VMS effectiveness.
Main Methods:
- A survey of 9,600 drivers in Beijing, China, using a developed questionnaire.
- Analysis of collected data using a multiple indicators and multiple causes (MIMIC) model.
- Stratification of analysis by driver categories: private car, office car, and taxi drivers.
Main Results:
- Socio-demographic characteristics significantly influence latent variables related to VMS perception.
- Driving frequency, attitude towards VMS content, decision-making, and message effectiveness directly and indirectly impact perceived service quality.
- Attitude towards VMS formats indirectly affects perceived service quality through message effectiveness, with no indirect impact observed for taxi drivers.
- Driver decision-making directly influences perceived service quality for private and office car drivers, but not for taxi drivers.
Conclusions:
- Driver attitudes and specific factors like driving frequency and message effectiveness are critical for VMS success.
- Tailoring VMS strategies to different driver groups, particularly taxi drivers, may be necessary.
- Findings provide actionable insights for urban authorities to enhance VMS user acceptance and effectiveness.
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