The prevalence of cognitive disengagement in automobile crashes |
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Authors: | Brian Wotring Tom Dingus Jon Atwood Feng Guo Julie McClafferty Mindy Buchanan-King |
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Affiliation: | 1. Virginia Tech Transportation Institute, Virginia Tech, Blacksburg, Virginia;2. Virginia Tech Transportation Institute, Virginia Tech, Blacksburg, Virginia Department of Statistics, Virginia Tech, Blacksburg, Virginia |
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Abstract: | The current study analysed crashes identified in a large-scale naturalistic driving database to assess the prevalence of cognitive disengagement (i.e., purely cognitive distraction and mind wandering/microsleep) or episodes wherein the driver did not look away from the roadway during secondary task completion or wherein another clearly observable contributing crash factor was not present, and the driver's reaction to the crash showed symptoms of cognitive disengagement. The study found that <1% (95% CI [0.45, 1.66]) of higher severity crashes had a potential contributing crash factor of mind wandering/microsleep; ~1.5% (95% CI [0.83, 2.32]) had a potential contributing factor of purely cognitive distraction. The results suggest a relatively low prevalence of cognitive disengagement among automotive crashes compared with visual/manual secondary tasks. However, the current methodology is limited in that it does not account for instances where cognitive disengagement, in combination with other factors, may have led to crashes, potentially leading to conservative estimates. |
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Keywords: | cognitive disengagement driver safety microsleep mind wandering naturalistic driving SHRP 2 NDS |
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