Focus on driving: how cognitive constraints shape the adaptation of strategy when dialing while driving

We investigate how people adapt their strategy for interleaving multiple concurrent tasks to varying objectives. A study was conducted in which participants drove a simulated vehicle and occasionally dialed a telephone number on a mobile phone. Experimental instructions and feedback encouraged participants to focus on either driving or dialing. Results show that participants adapted their task interleaving strategies to meet the required task objective, but in a manner that was nonetheless intricately shaped by internal psychological constraints. In particular, participants tended to steer in between dialing chunks of digits even when extreme vehicle drift implied that more reactive strategies would have generated better lane keeping. To better understand why drivers interleaved tasks at chunk boundaries, a modeling analysis was conducted to derive performance predictions for a range of dialing strategies. The analysis supported the idea that interleaving at chunk boundaries efficiently traded the time given up to dialing with the maintenance of a central lane position. We discuss the implications of this work in terms of contributions to understanding how cognitive constraints shape strategy adaptations in dynamic multitask environments.

[1]  Matthew P. Reed,et al.  Comparison of driving performance on-road and in a low-cost simulator using a concurrent telephone dialling task , 1999 .

[2]  Constance S. Royden,et al.  From vision to action: experiments and models of steering control during driving. , 2000, Journal of experimental psychology. Human perception and performance.

[3]  Dario D. Salvucci Predicting the effects of in-car interface use on driver performance: an integrated model approach , 2001, Int. J. Hum. Comput. Stud..

[4]  Richard L. Lewis,et al.  Generating automated predictions of behavior strategically adapted to specific performance objectives , 2006, CHI.

[5]  Allen Newell,et al.  The psychology of human-computer interaction , 1983 .

[6]  Richard L. Lewis,et al.  Bounding Rational Analysis: Constraints on Asymptotic Performance , 2007, Integrated Models of Cognitive Systems.

[7]  John R Anderson,et al.  An integrated theory of the mind. , 2004, Psychological review.

[8]  Andrew Howes,et al.  A cognitive constraint model of dual-task trade-offs in a highly dynamic driving task , 2007, CHI.

[9]  Hansjörg Neth,et al.  Discretionary task interleaving: heuristics for time allocation in cognitive foraging. , 2007, Journal of experimental psychology. General.

[10]  Duncan P. Brumby,et al.  Dialing while driving? A bounded rational analysis of concurrent multi-task behavior , 2007 .

[11]  Harold Pashler,et al.  Task prioritisation in multitasking during driving: opportunity to abort a concurrent task does not insulate braking responses from dual‐task slowing , 2008 .

[12]  H Alm,et al.  The effects of a mobile telephone task on driver behaviour in a car following situation. , 1995, Accident; analysis and prevention.

[13]  Brian P. Bailey,et al.  Understanding changes in mental workload during execution of goal-directed tasks and its application for interruption management , 2008, TCHI.

[14]  Dario D. Salvucci,et al.  Distract-R: rapid prototyping and evaluation of in-vehicle interfaces , 2005, CHI.

[15]  Kristen L. Macuga,et al.  Predicting the effects of cellular-phone dialing on driver performance , 2002, Cognitive Systems Research.

[16]  Dario D. Salvucci A Multitasking General Executive for Compound Continuous Tasks , 2005, Cogn. Sci..

[17]  D E Kieras,et al.  A computational theory of executive cognitive processes and multiple-task performance: Part 1. Basic mechanisms. , 1997, Psychological review.

[18]  D. Norman,et al.  Psychological Issues in Support of Multiple Activities , 1986 .

[19]  William J Horrey,et al.  Modeling drivers' visual attention allocation while interacting with in-vehicle technologies. , 2006, Journal of experimental psychology. Applied.

[20]  Duncan P. Brumby,et al.  An empirical investigation into dual-task trade-offs while driving and dialing , 2007 .