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Passenger avatar and color-coded feedback in a driving simulator: Implications for teledriving
Nastasya Tkachenko1, Oren Musicant2, Moran Mizrahi1
1Ariel University, Department of Psychology, Ariel, Israel.
Applied Ergonomics
|July 13, 2026
Summary
Feedback mechanisms like color-coded signals and passenger avatars improve remote driving safety. Emotional cues from avatars, even unfamiliar ones, reduce crashes and workload, enhancing teledriving performance.
Area of Science:
- Human-computer interaction
- Robotics and automation
- Transportation engineering
Background:
- Remote driving (teledriving) faces challenges due to reduced sensory feedback and passenger comfort.
- Integrating human and non-human feedback is crucial for safe and effective teledriving.
- Existing systems often lack sufficient feedback to compensate for remote operation limitations.
Purpose of the Study:
- To investigate the impact of different feedback mechanisms on teledriving performance.
- To compare the effectiveness of non-human (color-coded signals) and human-like (avatars) feedback.
- To assess how emotional cues influence driver behavior and safety in remote driving scenarios.
Main Methods:
- A driving simulator study with 45 participants was conducted.
- Four feedback conditions were tested: no feedback, color-coded signals, unfamiliar passenger avatars, and significant other avatars.
- Performance was evaluated based on acceleration behavior, overtaking decisions, crash frequency, workload, and user preferences.
Main Results:
- Color-coded feedback effectively reduced intense braking and steering.
- Both familiar and unfamiliar avatar feedback significantly enhanced safety by reducing crash risk and workload.
- Participants preferred feedback from significant others, but performance differences between avatar types were minor.
Conclusions:
- Color-coded and emotional feedback mechanisms offer complementary benefits for teledriving.
- Considering the well-being of others, even represented by avatars, can improve remote driving safety.
- Emotional cues and clear visual signals are promising for enhancing teledriving systems.

