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In-car usage-based insurance feedback strategies. A comparative driving simulator study.

Chris Dijksterhuis1,2, Ben Lewis-Evans1, Bart Jelijs1

  • 1a Department of Clinical Neuropsychology and Development, Faculty of Behavioural and Social Sciences , University of Groningen , Groningen , The Netherlands.

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Summary

Usage-Based Insurance (UBI) can lower costs for young drivers. Personalized in-car feedback improved driving behavior across different interface designs, suggesting customization is feasible.

Keywords:
Intelligent speed advisorPay-As-You-Drivebehavioural feedbackdriver distractionintelligent transport system

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Area of Science:

  • Human-computer interaction
  • Transportation safety
  • Behavioral economics

Background:

  • Usage-Based Insurance (UBI) offers cost savings for policyholders who adopt safer driving habits.
  • UBI is particularly beneficial for young, high-risk drivers.
  • Optimized in-car feedback can enhance UBI effectiveness.

Purpose of the Study:

  • To evaluate the impact of different in-car feedback interfaces on driving behavior within a UBI framework.
  • To assess the feasibility of personalized feedback for young novice drivers.
  • To compare the effectiveness of various reward display methods (direct monetary, credits, percentage bonus).

Main Methods:

  • Thirty young novice drivers participated in six experimental drives.
  • An in-car interface provided real-time data on rewards, driving behavior, and speed limits.
  • Six distinct interface conditions were tested, including variations in reward display and information partialization.

Main Results:

  • Driving behavior improved significantly across all tested UBI interfaces compared to a control group without UBI.
  • No significant differences in behavior improvement were observed between the different interface designs.
  • This suggests that initial familiarization allows drivers to adapt to various feedback mechanisms.

Conclusions:

  • Personalized in-car feedback interfaces in UBI settings are feasible for young drivers.
  • Interface customization can be implemented without compromising the effectiveness of behavioral feedback.
  • UBI feedback systems can be tailored to individual drivers after an initial adaptation period.