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Evaluating advanced driver-assistance system trainings using driver performance, attention allocation, and neural

Maryam Zahabi1, Ashiq Mohammed Abdul Razak1, Ashley E Shortz2

  • 1Industrial and Systems Engineering, Texas A&M University, College Station, TX, USA.

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Video-based training effectively teaches older drivers Advanced Driver-Assistance Systems (ADAS), improving performance and reducing distraction. This method enhances safety for older adults using new vehicle technologies.

Keywords:
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Area of Science:

  • Gerontology
  • Human Factors Engineering
  • Traffic Safety

Background:

  • Older adults represent a significant portion of licensed drivers.
  • Increased crash rates and fatalities in older drivers are linked to sensory, cognitive, and physical declines.
  • Advanced Driver-Assistance Systems (ADAS) offer potential safety improvements but require effective driver education.

Purpose of the Study:

  • To evaluate the effectiveness of video-based versus demonstration-based training for older adults learning ADAS.
  • To investigate gender differences in ADAS learning and usability among older drivers.
  • To provide empirical support for optimizing ADAS training protocols for older adults.

Main Methods:

  • A driving simulation study involving 20 older adult participants.
  • Comparison of two training protocols: video-based and demonstration-based ADAS training.
  • Assessment of driver performance, visual attention allocation, and mental workload.

Main Results:

  • Video-based training significantly improved driver performance and reduced off-road visual attention and mental workload compared to demonstration-based training.
  • Female drivers exhibited higher neural efficiency and were less distracted by ADAS than male drivers.
  • Male drivers activated ADAS more quickly, attributed to more frequent status monitoring.

Conclusions:

  • Video-based training is a more effective method for older adults to learn and utilize ADAS, enhancing road safety.
  • Gender influences ADAS interaction, with females demonstrating greater efficiency and less distraction.
  • Findings support passive, observational learning methods for older adults, aligning with age-related learning preferences.