Effects of driving anger on driver behavior – Results from naturalistic driving data ☆

Abstract There is a positive relationship between driving anger and near-crash or crash risk. However, it remains unclear if anger in fact contributes to traffic accidents and whether this happens due to cognitive overload or aggressive driving behaviors. This study investigated how anger affects driving behavior based on naturalistic driving data from the second Strategic Highway Research Program (SHRP 2). Ten-minute trip segments were analyzed in which drivers exhibited anger with regard to driving errors, violations, and aggressive expressions. This data was compared to a matched baseline consisting of the same drivers not exhibiting anger. Results showed that anger resulted in more frequent aggressive driving behaviors but did not increase driving error frequency. Anger consequently creates danger due to deliberate behaviors rather than because of cognitive overload. In congruence with this finding, only anger triggered by threats, provocations, and frustrations increased the frequency of deliberate infringements. In contrast, anger due to having conflicts with someone on the phone or with a passenger was not linked to any type of aberrant driving behavior. Finally, severe displays of anger were accompanied by more violations as compared to slight or marked anger.

[1]  A. Zuur,et al.  Mixed Effects Models and Extensions in Ecology with R , 2009 .

[2]  Tingru Zhang,et al.  The association between driving anger and driving outcomes: A meta-analysis of evidence from the past twenty years. , 2016, Accident; analysis and prevention.

[3]  T. Kontogiannis Patterns of driver stress and coping strategies in a Greek sample and their relationship to aberrant behaviors and traffic accidents. , 2006, Accident; analysis and prevention.

[4]  Omer Baybars Tek,et al.  The Stance Logistics: An Attempt to Adapt Logistics Principles on Human and Inter-human Movement Behaviors , 2014 .

[5]  Leonard Berkowitz,et al.  Toward an understanding of the determinants of anger. , 2004, Emotion.

[6]  R. Lazarus Emotion and Adaptation , 1991 .

[7]  Maria Staubach,et al.  Factors correlated with traffic accidents as a basis for evaluating Advanced Driver Assistance Systems. , 2009, Accident; analysis and prevention.

[8]  R. Iman,et al.  Rank Transformations as a Bridge between Parametric and Nonparametric Statistics , 1981 .

[9]  G. Underwood,et al.  Anger while driving , 1999 .

[10]  David L. Strayer,et al.  Measuring Cognitive Distraction in the Automobile II: Assessing In-Vehicle Voice-Based InteractiveTechnologies , 2014 .

[11]  John Sibert,et al.  AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models , 2012, Optim. Methods Softw..

[12]  J. Groeger,et al.  Drivers Display Anger-Congruent Attention to Potential Traffic Hazards , 2013 .

[13]  Thomas A. Dingus,et al.  The Impact of Driver Inattention on Near-Crash/Crash Risk: An Analysis Using the 100-Car Naturalistic Driving Study Data , 2006 .

[14]  D. Parker,et al.  Are aggressive people aggressive drivers? A study of the relationship between self-reported general aggressiveness, driver anger and aggressive driving. , 2001, Accident; analysis and prevention.

[15]  S Stradling,et al.  Errors and violations on the roads: a real distinction? , 1990, Ergonomics.

[16]  R. S. Lynch,et al.  Anger, aggression, and risky behavior: a comparison of high and low anger drivers. , 2003, Behaviour research and therapy.

[17]  Siegfried Rothe,et al.  Can talking on the phone keep the driver awake?: results of a field-study using telephoning as a countermeasure against fatigue while driving , 2011 .

[18]  Tingru Zhang,et al.  Dimensions of driving anger and their relationships with aberrant driving. , 2015, Accident; analysis and prevention.

[19]  Amit Shahar,et al.  Self-reported driving behaviors as a function of trait anxiety. , 2009, Accident; analysis and prevention.

[20]  Andrew Ortony,et al.  The complexity of intensity: Issues concerning the structure of emotion intensity , 1992 .

[21]  Mollie E. Brooks,et al.  Generalized linear mixed models: a practical guide for ecology and evolution. , 2009, Trends in ecology & evolution.

[22]  Myounghoon Jeon,et al.  Effects of specific emotions on subjective judgment, driving performance, and perceived workload , 2014 .

[23]  Pei-Sung Lin,et al.  Naturalistic Driving Study: Field Data Collection , 2014 .

[24]  T. Dingus,et al.  Distracted driving and risk of road crashes among novice and experienced drivers. , 2014, The New England journal of medicine.

[25]  R. S. Lynch,et al.  The driving anger expression inventory: a measure of how people express their anger on the road. , 2002, Behaviour research and therapy.

[26]  Feng Li,et al.  Driving anger in China: Psychometric properties of the Driving Anger Scale (DAS) and its relationship with aggressive driving , 2014 .

[27]  N. Frijda THE EMOTIONS (STUDIES IN EMOTION AND SOCIAL INTERACTION) , 2011 .

[28]  Ryan C. Martin,et al.  Driving anger, sensation seeking, impulsiveness, and boredom proneness in the prediction of unsafe driving. , 2005, Accident; analysis and prevention.

[29]  Gemma Briggs,et al.  Emotionally involving telephone conversations lead to driver error and visual tunnelling , 2011 .

[30]  Richard Young,et al.  Revised Odds Ratio Estimates of Secondary Tasks: A Re-Analysis of the 100-Car Naturalistic Driving Study Data , 2015 .

[31]  S. West,et al.  The Analysis of Count Data: A Gentle Introduction to Poisson Regression and Its Alternatives , 2009, Journal of personality assessment.

[32]  J. Conger,et al.  A quantitative review of the relationship between anger and aggressive driving , 2007 .

[33]  Daniel V. McGehee,et al.  Using Naturalistic Driving Data toAssess the Prevalence of EnvironmentalFactors and Driver Behaviors in TeenDriver Crashes , 2015 .

[34]  E. Mulvey,et al.  Regression analyses of counts and rates: Poisson, overdispersed Poisson, and negative binomial models. , 1995, Psychological bulletin.

[35]  Julie McClafferty,et al.  Development of a protocol to classify drivers' emotional conversation , 2017 .

[36]  Santokh Singh,et al.  Critical Reasons for Crashes Investigated in the National Motor Vehicle Crash Causation Survey , 2015 .

[37]  R. S. Lynch,et al.  Development of a Driving Anger Scale , 1994, Psychological reports.

[38]  Marco Dozza,et al.  Analysis of Naturalistic Driving Study Data: Safer Glances, Driver Inattention, and Crash Risk , 2014 .

[39]  Fokeltje Cnossen Adaptive strategies and goal management in car drivers , 2000 .

[40]  D. Parker,et al.  Attitudinal predictors of interpersonally aggressive violations on the road , 1998 .

[41]  N. Miller,et al.  Frustration and aggression , 1939 .

[42]  Richard Rowe,et al.  Measuring errors and violations on the road: a bifactor modeling approach to the Driver Behavior Questionnaire. , 2015, Accident; analysis and prevention.

[43]  R. S. Lynch,et al.  Driving anger: correlates and a test of state-trait theory , 2001 .

[44]  N. Jewell,et al.  To GEE or Not to GEE: Comparing Population Average and Mixed Models for Estimating the Associations Between Neighborhood Risk Factors and Health , 2010, Epidemiology.

[45]  David L. Strayer,et al.  Measuring Cognitive Distraction in the Automobile , 2013 .

[46]  Marjan Hagenzieker,et al.  Frequency, determinants, and consequences of different drivers’ emotions: An on-the-road study using self-reports, (observed) behaviour, and physiology , 2007 .

[47]  C. Stangor Principles of Social Psychology , 2014 .

[48]  María Teresa Muñoz Sastre,et al.  Driving anger, emotional and instrumental aggressiveness, and impulsiveness in the prediction of aggressive and transgressive driving. , 2013, Accident; analysis and prevention.

[49]  L. Berkowitz Frustration-aggression hypothesis: examination and reformulation. , 1989, Psychological bulletin.

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

[51]  Beatriz González-Iglesias,et al.  Driving anger and traffic violations: Gender differences , 2012 .

[52]  J. Conger,et al.  Evaluation of cognitive responses to anger-provoking driving situations using the Articulated Thoughts during Simulated Situations procedure , 2011 .

[53]  David Shinar,et al.  Aggressive driving: the contribution of the drivers and the situation , 1998 .

[54]  Richard Young,et al.  Effect of emotional speech tone on driving from lab to road: fMRI and ERP studies , 2010, AutomotiveUI.

[55]  Feng Guo,et al.  Driver crash risk factors and prevalence evaluation using naturalistic driving data , 2016, Proceedings of the National Academy of Sciences.

[56]  Mark J.M. Sullman,et al.  Driving anger in Spain , 2007 .

[57]  Rebecca L Olson,et al.  Distraction in Commercial Trucks and Buses: Assessing Prevalence and Risk in Conjunction with Crashes and Near-Crashes , 2009 .

[58]  Richard J. Hanowski,et al.  Driver Distraction in Commercial Vehicle Operations , 2009 .