Active and passive fatigue in simulated driving: discriminating styles of workload regulation and their safety impacts.

Despite the known dangers of driver fatigue, it is a difficult construct to study empirically. Different forms of task-induced fatigue may differ in their effects on driver performance and safety. Desmond and Hancock (2001) defined active and passive fatigue states that reflect different styles of workload regulation. In 2 driving simulator studies we investigated the multidimensional subjective states and safety outcomes associated with active and passive fatigue. Wind gusts were used to induce active fatigue, and full vehicle automation to induce passive fatigue. Drive duration was independently manipulated to track the development of fatigue states over time. Participants were undergraduate students. Study 1 (N = 108) focused on subjective response and associated cognitive stress processes, while Study 2 (N = 168) tested fatigue effects on vehicle control and alertness. In both studies the 2 fatigue manipulations produced different patterns of subjective response reflecting different styles of workload regulation, appraisal, and coping. Active fatigue was associated with distress, overload, and heightened coping efforts, whereas passive fatigue corresponded to large-magnitude declines in task engagement, cognitive underload, and reduced challenge appraisal. Study 2 showed that only passive fatigue reduced alertness, operationalized as speed of braking and steering responses to an emergency event. Passive fatigue also increased crash probability, but did not affect a measure of vehicle control. Findings support theories that see fatigue as an outcome of strategies for managing workload. The distinction between active and passive fatigue is important for assessment of fatigue and for evaluating automated driving systems which may induce dangerous levels of passive fatigue.

[1]  J. Stack Driving safety. , 1966, The Journal of trauma.

[2]  S. Hart,et al.  Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research , 1988 .

[3]  P. Hancock,et al.  A Dynamic Model of Stress and Sustained Attention , 1989, Human factors.

[4]  N. Endler,et al.  Multidimensional assessment of coping: a critical evaluation. , 1990, Journal of personality and social psychology.

[5]  G. Matthews,et al.  Attentional Overload, stress, and simulate Driving Performance , 1996 .

[6]  G. R. J. Hockey Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework , 1997, Biological Psychology.

[7]  H. Gr Compensatory control in the regulation of human performance under stress and high workload; a cognitive-energetical framework. , 1997 .

[8]  Gerald Matthews,et al.  Task-Induced Stress and Individual Differences in Coping , 1998 .

[9]  Peter A. Hancock,et al.  Fatigue and Automation-Induced Impairments in Simulated Driving Performance , 1998 .

[10]  Tom Cox,et al.  The Appraisal of Life Events (ALE) scale: Reliability and validity. , 1999 .

[11]  Richard S. Lazanis Stress and emotion, a new synthesis , 1999 .

[12]  Ning Li,et al.  Basic Statistics and Pharmaceutical Statistical Applications , 2000 .

[13]  G. Matthews Human Performance: Cognition, Stress and Individual Differences , 2000 .

[14]  I Brown COPING WITH DRIVER FATIGUE: IS THE LONG JOURNEY NEARLY OVER? , 2001 .

[15]  Ann Williamson,et al.  BROADENING OUR VIEW OF EFFECTIVE SOLUTIONS TO COMMERCIAL DRIVER FATIGUE , 2001 .

[16]  Stephen H. Fairclough,et al.  MENTAL EFFORT REGULATION AND THE FUNCTIONAL IMPAIRMENT OF THE DRIVER , 2001 .

[17]  Peter A. Hancock,et al.  ACTIVE AND PASSIVE FATIGUE STATES , 2001 .

[18]  G. Matthews,et al.  Task-induced fatigue states and simulated driving performance , 2002, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[19]  R. Hauser,et al.  Driving safety in Parkinson’s disease , 2002, Neurology.

[20]  G. Matthews Towards a transactional ergonomics for driver stress and fatigue , 2002 .

[21]  Rebecca A. Grier,et al.  Fundamental dimensions of subjective state in performance settings: task engagement, distress, and worry. , 2002, Emotion.

[22]  K. A. BROOKHUIS,et al.  Criteria for driver impairment , 2003, Ergonomics.

[23]  Jacques Bergeron,et al.  Monotony of road environment and driver fatigue: a simulator study. , 2003, Accident; analysis and prevention.

[24]  James L. Szalma,et al.  Effects of Sensory Modality and Task Duration on Performance, Workload, and Stress in Sustained Attention , 2004, Hum. Factors.

[25]  Michael R Crum,et al.  Antecedents of fatigue, close calls, and crashes among commercial motor-vehicle drivers. , 2004, Journal of safety research.

[26]  Neville A Stanton,et al.  Taking the load off: investigations of how adaptive cruise control affects mental workload , 2004, Ergonomics.

[27]  H Klee ASSESSMENT OF THE USE OF A DRIVING SIMULATOR FOR TRAFFIC ENGINEERING AND HUMAN FACTORS STUDIES , 2004 .

[28]  Gary S. Robinson,et al.  Temporal Separation and Self-Rating of Alertness as Indicators of Driver Fatigue in Commercial Motor Vehicle Operators , 2004, Hum. Factors.

[29]  Laurence R. Hartley Fatigue and Driving , 2004 .

[30]  C. Guilleminault,et al.  Fatigue, sleep restriction and driving performance. , 2005, Accident; analysis and prevention.

[31]  David B. Kaber,et al.  Situation awareness and workload in driving while using adaptive cruise control and a cell phone , 2005 .

[32]  T. Åkerstedt,et al.  Subjective sleepiness, simulated driving performance and blink duration: examining individual differences , 2006, Journal of sleep research.

[33]  Joel S. Warm,et al.  Development of Active and Passive Fatigue Manipulations Using a Driving Simulator , 2007 .

[34]  Yvonne Tran,et al.  The psychophysiological determinants of fatigue. , 2007, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[35]  Amanda K. Emo,et al.  Vehicle automation: A remedy for driver stress? , 2007, Ergonomics.

[36]  Neville A Stanton,et al.  Back to the future: Brake reaction times for manual and automated vehicles , 2007, Ergonomics.

[37]  Tal Oron-Gilad,et al.  Road Characteristics and Driver Fatigue: A Simulator Study , 2007, Traffic injury prevention.

[38]  Joel S. Warm,et al.  Vigilance Requires Hard Mental Work and Is Stressful , 2008, Hum. Factors.

[39]  Joel S. Warm,et al.  Effect of Active and Passive Fatigue on Performance Using a Driving Simulator , 2008 .

[40]  Joel S. Warm,et al.  Cerebral Blood Flow Velocity and Subjective State as Indices of Resource Utilization during Sustained Driving , 2008 .

[41]  Gerald Matthews,et al.  Individual differences in stress and fatigue in two field studies of driving , 2009 .

[42]  Tal Oron-Gilad,et al.  The effects of an interactive cognitive task (ICT) in suppressing fatigue symptoms in driving , 2009 .

[43]  Carryl L. Baldwin,et al.  Driver fatigue: The importance of identifying causal factors of fatigue when considering detection and countermeasure technologies , 2009 .

[44]  James L. Szalma,et al.  Task Loading and Stress in Human–Computer Interaction: Theoretical Frameworks and Mitigation Strategies , 2009 .

[45]  Gerald Matthews,et al.  Sustained performance under overload: personality and individual differences in stress and coping , 2009 .

[46]  Anthony P Tvaryanas,et al.  Fatigue in pilots of remotely piloted aircraft before and after shift work adjustment. , 2009, Aviation, space, and environmental medicine.

[47]  Kathryn Bock,et al.  Driving impairs talking , 2010, Psychonomic bulletin & review.

[48]  Gerald Matthews,et al.  Dynamic relationships between stress states and working memory , 2010 .

[49]  D. Washburn,et al.  Task engagement, cerebral blood flow velocity, and diagnostic monitoring for sustained attention. , 2010, Journal of experimental psychology. Applied.

[50]  J. Warm,et al.  Task Engagement, Attention, and Executive Control , 2010 .

[51]  P. Ackerman 100 years without resting. , 2011 .

[52]  G. Robert J. Hockey,et al.  A motivational control theory of cognitive fatigue. , 2011 .

[53]  A. Wells,et al.  Metacognitions and negative emotions as predictors of symptom severity in chronic fatigue syndrome. , 2011, Journal of psychosomatic research.

[54]  Ann Williamson,et al.  The link between fatigue and safety. , 2011, Accident; analysis and prevention.

[55]  A. E. Korolkov ACTIVE AND PASSIVE SAFETY FEATURES , 2011 .

[56]  Gerald Matthews,et al.  Driving in States of Fatigue or Stress , 2011 .

[57]  M. Eysenck,et al.  New perspectives in attentional control theory , 2011 .

[58]  Yvonne Tran,et al.  The influence of fatigue on brain activity , 2012 .

[59]  G. Matthews,et al.  Individual differences in attentional networks: Trait and state correlates of the ANT , 2012 .

[60]  Juergen Sauer,et al.  A comparison of adaptive and adaptable automation under different levels of environmental stress , 2012, Ergonomics.

[61]  Benjamin K. Barton,et al.  The role of automation in reducing stress and negative affect while driving , 2013 .

[62]  A. R. Panganiban,et al.  PROFILING TASK STRESS WITH THE DUNDEE STRESS STATE QUESTIONNAIRE , 2013 .