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Transportation Research Part F Traffic Psychology and Behaviour
Article . 2025 . Peer-reviewed
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Spare visual capacity and driver inattention in lateral vehicle control

Authors: Sarkar Abhishek; Kujala Tuomo;

Spare visual capacity and driver inattention in lateral vehicle control

Abstract

Drivers often possess spare visual capacity (SVC), which allows them to occasionally shift their gaze from the road for both driving-task related and non-related reasons without significantly compromising safety. This creates the need to quantify SVC from a normative perspective to understand its limits in a context-sensitive manner, which can help in the timely detection of potential driver inattention and the prevention of possible mishaps. We developed a mathematical formula that generates situational estimates of available SVC by considering the relevant environmental, mechanical, and cognitive factors, enabling us to objectively identify driver inattention against a valid reference point during a lateral vehicle control task. A driving simulator study (N = 32) was conducted to implement and evaluate the effectiveness of our methodology and to examine drivers’ visual sampling behavior in a lane-keeping task. We successfully predicted all lane excursions in advance. While the likelihood of inattention towards lane position during occluded driving is small, it exists and increases with speed. The time required to avoid lane excursions varies with speed, side of lane boundary, and individual driver differences. Quantifying situational SVC can aid in detecting driver inattention by providing a more accurate assessment in advance of safety–critical outcomes, thereby reducing false positives. Our approach offers potential for developing improved safety standards and designing proactive adaptive systems to monitor driver inattention based on contextual and driver-specific factors.

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Keywords

safety, School of Wellbeing, kuljettajat, driver distraction, lane-keeping, turvallisuus, TLC, occlusion, Kognitiotiede, autoilijat, inattention detection, Cognitive Science, Hyvinvoinnin tutkimuksen yhteisö, liikenneturvallisuus, Learning and Cognitive Sciences, Koulutusteknologia ja kognitiotiede

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
Green
hybrid