A Pilot Study Assessing Performance and Visual Attention of Teenagers with ASD in a Novel Adaptive Driving Simulator

Individuals with Autism Spectrum Disorder (ASD), compared to typically-developed peers, may demonstrate behaviors that are counter to safe driving. The current work examines the use of a novel simulator in two separate studies. Study 1 demonstrates statistically significant performance differences between individuals with (N = 7) and without ASD (N = 7) with regards to the number of turning-related driving errors (p < 0.01). Study 2 shows that both the performance-based feedback group (N = 9) and combined performance- and gaze-sensitive feedback group (N = 8) achieved statistically significant reductions in driving errors following training (p < 0.05). These studies are the first to present results of fine-grained measures of visual attention of drivers and an adaptive driving intervention for individuals with ASD.

[1]  Veerle Ross,et al.  Can Youth with Autism Spectrum Disorder Use Virtual Reality Driving Simulation Training to Evaluate and Improve Driving Performance? An Exploratory Study , 2017, Journal of Autism and Developmental Disorders.

[2]  Janet B W Williams,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[3]  P. Bjorklund,et al.  Beyond the roadblocks: transitioning to adulthood with Asperger's disorder. , 2010, Archives of psychiatric nursing.

[4]  John O. Willis,et al.  Wechsler Abbreviated Scale of Intelligence , 2014 .

[5]  Hoe C Lee,et al.  Driving Behaviour Profile of Drivers with Autism Spectrum Disorder (ASD) , 2017, Journal of autism and developmental disorders.

[6]  Jacob Cohen Statistical Power Analysis for the Behavioral Sciences , 1969, The SAGE Encyclopedia of Research Design.

[7]  C. Lord,et al.  Autism Diagnostic Observation Schedule , 2016 .

[8]  Zachary Warren,et al.  Therapies for Children With Autism Spectrum Disorder: Behavioral Interventions Update , 2014 .

[9]  John O. Willis,et al.  Differential Ability Scales – Second Edition (Neuro)psychological Predictors of Math Performance for Typical Children and Children with Math Disabilities , 2008 .

[10]  G. Underwood,et al.  Attentional Differences in a Driving Hazard Perception Task in Adults with Autism Spectrum Disorders , 2016, Journal of autism and developmental disorders.

[11]  Benjamin E. Yerys,et al.  Longitudinal study of driver licensing rates among adolescents and young adults with autism spectrum disorder , 2018, Autism : the international journal of research and practice.

[12]  Sherrilene Classen,et al.  Evidence-Based Review on Interventions and Determinants of Driving Performance in Teens with Attention Deficit Hyperactivity Disorder or Autism Spectrum Disorder , 2013, Traffic injury prevention.

[13]  David Crundall,et al.  Effects of experience and processing demands on visual information acquisition in drivers , 1998 .

[14]  M. Rutter,et al.  Adult outcome for children with autism. , 2004, Journal of child psychology and psychiatry, and allied disciplines.

[15]  Maria T Schultheis,et al.  Driving Behaviors in Adults with Autism Spectrum Disorders , 2014, Journal of autism and developmental disorders.

[16]  Nilanjan Sarkar,et al.  Cognitive Load Measurement in a Virtual Reality-Based Driving System for Autism Intervention , 2017, IEEE Transactions on Affective Computing.

[17]  Kathryn M. Godfrey,et al.  Brief Report: Examining Driving Behavior in Young Adults with High Functioning Autism Spectrum Disorders: A Pilot Study Using a Driving Simulation Paradigm , 2013, Journal of autism and developmental disorders.

[18]  J. Brooks,et al.  Training the Motor Aspects of Pre-driving Skills of Young Adults With and Without Autism Spectrum Disorder , 2016, Journal of autism and developmental disorders.

[19]  Ann E. Lambert,et al.  Driving Simulator Performance in Novice Drivers with Autism Spectrum Disorder: The Role of Executive Functions and Basic Motor Skills , 2016, Journal of autism and developmental disorders.

[20]  Maureen S. Durkin,et al.  Prevalence and Characteristics of Autism Spectrum Disorder Among Children Aged 8 Years — Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2012 , 2018, Morbidity and mortality weekly report. Surveillance summaries.

[21]  Dennis R. Durbin,et al.  Factors Associated With Driving in Teens With Autism Spectrum Disorders , 2012, Journal of developmental and behavioral pediatrics : JDBP.

[22]  D. Stavrinos,et al.  Social and Non-social Hazard Response in Drivers with Autism Spectrum Disorder , 2017, Journal of autism and developmental disorders.

[23]  C. Lord,et al.  Autism Spectrum Disorders and commentaries , 2010 .

[24]  Mary Wagner,et al.  Postsecondary Education and Employment Among Youth With an Autism Spectrum Disorder , 2012, Pediatrics.

[25]  Geoffrey Underwood,et al.  Brief Report: Driving Hazard Perception in Autism , 2010, Journal of autism and developmental disorders.

[26]  L. Jerome,et al.  What we know about ADHD and driving risk: a literature review, meta-analysis and critique. , 2006, Journal of the Canadian Academy of Child and Adolescent Psychiatry = Journal de l'Academie canadienne de psychiatrie de l'enfant et de l'adolescent.

[27]  Daniel J Cox,et al.  Brief Report: Driving and Young Adults with ASD: Parents’ Experiences , 2012, Journal of autism and developmental disorders.

[28]  Jing Fan,et al.  A Gaze-Contingent Adaptive Virtual Reality Driving Environment for Intervention in Individuals with Autism Spectrum Disorders , 2016, ACM Trans. Interact. Intell. Syst..

[29]  S. Classen,et al.  Indicators of Simulated Driving Skills in Adolescents with Autism Spectrum Disorder , 2013 .