Minding the Gap: Effects of an Attention Maintenance Training Program on Driver Calibration

• Published in: Human factors 2022-08, Vol.64 (5), p.890-903
• Main Authors: Unverricht, James, Yamani, Yusuke, Chen, Jing, Horrey, William J.
• Format: Article
• Language: English
• Subjects: Calibration; Cognition & reasoning; Cognitive ability; Driver behavior; Driver education; Driving ability; In vehicle; Maintenance training; Performance evaluation; Placebos; Road maintenance; Simulation; Skills; Training; Vehicle safety
• ISSN: 0018-7208; 1547-8181
• DOI: 10.1177/0018720820965293

Objective The present study examines the effect of an existing driver training program, FOrward Concentration and Attention Learning (FOCAL) on young drivers’ calibration, drivers’ ability to estimate the length of their in-vehicle glances while driving, using two different measures, normalized difference scores and Brier Scores. Background Young drivers are poor at maintaining attention to the forward roadway while driving a vehicle. Additionally, drivers may overestimate their attention maintenance abilities. Driver training programs such as FOCAL may train target skills such as attention maintenance but also might serve as a promising way to reduce errors in drivers’ calibration of their self-perceived attention maintenance behaviors in comparison to their actual performance. Method Thirty-six participants completed either FOCAL or a Placebo training program, immediately followed by driving simulator evaluations of their attention maintenance performance. In the evaluation drive, participants navigated four driving simulator scenarios during which their eyes were tracked. In each scenario, participants performed a map task on a tablet simulating an in-vehicle infotainment system. Results FOCAL-trained drivers maintained their attention to the forward roadway more and reported better calibration using the normalized difference measure than Placebo-trained drivers. However, the Brier scores did not distinguish the two groups on their calibration. Conclusion The study implies that FOCAL has the potential to improve not only attention maintenance skills but also calibration of the skills for young drivers. Application Driver training programs may be designed to train not only targeted higher cognitive skills but also driver calibration—both critical for driving safety in young drivers.