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A modification of technology acceptance model for investigating driver-vehicle interaction systems usage
Yichen Dong1, Makoto Itoh2,3
1Degree Program of Risk and Resilience Engineering, Graduate School of System and Information Engineering, University of Tsukuba, Tsukuba, Ibaraki, Japan.
This study explored driver acceptance of vehicle technology using a modified technology acceptance model. Findings show gender and age significantly influence perceptions of usefulness, enjoyment, and attitudes towards driver-vehicle interaction systems.
Area of Science:
- Human-Computer Interaction
- Automotive Engineering
- Psychology
Background:
- Driver acceptance of new vehicle technologies is crucial for adoption.
- Existing technology acceptance models may not fully capture user experience factors.
- Understanding user perceptions of driver-vehicle interaction systems is essential for design.
Purpose of the Study:
- To investigate driver acceptance of driver-vehicle interaction systems.
- To modify the technology acceptance model with user experience concepts.
- To analyze the influence of driver demographics on system acceptance.
Main Methods:
- A questionnaire survey with 15 variables using a Likert scale was administered to 495 drivers.
- The modified technology acceptance model included constructs like perceived usefulness, enjoyment, and user interface.
- Confirmatory factor analysis, path analysis, and linear regression were used for data analysis.
Main Results:
- Male drivers reported higher perceived usefulness and more positive attitudes but lower perceived enjoyment.
- Older drivers exhibited more negative attitudes and a dislike for the user interface.
- The modified model demonstrated reliability and validity in assessing driver opinions.
Conclusions:
- Demographic factors like gender and age significantly impact driver acceptance of vehicle technology.
- Insights gained can guide the design of human-machine interfaces for improved user experience.
- The modified technology acceptance model is feasible for studying driver opinions on interactive systems.
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