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Using SHRP 2 naturalistic driving data to assess drivers' speed choice while being engaged in different secondary tasks
Affiliation:1. Technische Universität Chemnitz, 09107 Chemnitz, Germany;2. BMW Group, 80788 München, Germany;1. Virginia Tech Transportation Institute, 3500 Transportation Research Plaza, Blacksburg, VA 24061, United States;2. Federal Motor Carrier Safety Administration, United States;1. Cambridge Resources International, United States;2. Department of Economics, Queen''s University, Kingston, Ontario K7L 3N6, Canada;3. Eastern Mediterranean University, Mersin 10, Turkey;1. Insurance Institute for Highway Safety, 1005 N. Glebe Road, Suite 800, Arlington, VA 22201, United States;2. University of North Carolina Highway Safety Research Center, Chapel Hill, NC, United States
Abstract:IntroductionThe engagement in secondary tasks while driving has been found to result in considerable impairments of driving performance. Texting has especially been suspected to be associated with an increased crash risk. At the same time, there is evidence that drivers use various self-regulating strategies to compensate for the increased demands caused by secondary task engagement. One of the findings reported from multiple studies is a reduction in driving speed. However, most of these studies are of experimental nature and do not let the drivers decide for themselves to (not) engage in the secondary task, and therefore, eliminate other strategies of self-regulation (e.g., postponing the task). The goal of the present analysis was to investigate if secondary task engagement results in speed adjustment also under naturalistic conditions.MethodOur analysis relied on data of the SHRP 2 naturalistic driving study. To minimize the influence of potentially confounding factors on drivers' speed choice, we focused on episodes of free flow driving on interstates/highways. Driving speed was analyzed before, during, and after texting, smoking, eating, and adjusting/monitoring radio or climate control; in a total of 403 episodes.ResultsData show some indication for speed adjustment for texting, especially when driving with high speed. However, the effect sizes were small and behavioral patterns varied considerably between drivers. The engagement in the other tasks did not influence drivers' speed behavior significantly.Conclusions and practical applicationsWhile drivers might indeed reduce speed slightly to accommodate for secondary task engagement, other forms of adaptation (e.g., strategic decisions) might play a more important role in a natural driving environment. The use of naturalistic driving data to study drivers' self-regulatory behavior at an operational level has proven to be promising. Still, in order to obtain a comprehensive understanding about drivers' self-regulatory behavior, a mixed-method approach is required.
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