Skip to main content
Top
Gepubliceerd in: Journal of Autism and Developmental Disorders 11/2017

29-07-2017 | Original Paper

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

Auteurs: Joshua Wade, Amy Weitlauf, Neill Broderick, Amy Swanson, Lian Zhang, Dayi Bian, Medha Sarkar, Zachary Warren, Nilanjan Sarkar

Gepubliceerd in: Journal of Autism and Developmental Disorders | Uitgave 11/2017

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

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.
Literatuur
go back to reference American Psychiatric Association (2013). Diagnostic and statistical manual of mental disorders (5th edn.). Arlington, VA: American Psychiatric Publishing.CrossRef American Psychiatric Association (2013). Diagnostic and statistical manual of mental disorders (5th edn.). Arlington, VA: American Psychiatric Publishing.CrossRef
go back to reference Bishop, H. J., Biasini, F. J., & Stavrinos, D. (2017). Social and non-social hazard response in drivers with autism spectrum disorder. Journal of Autism and Developmental Disorders, 47(4), 905–917.CrossRefPubMed Bishop, H. J., Biasini, F. J., & Stavrinos, D. (2017). Social and non-social hazard response in drivers with autism spectrum disorder. Journal of Autism and Developmental Disorders, 47(4), 905–917.CrossRefPubMed
go back to reference Brooks, J., Kellett, J., Seeanner, J., Jenkins, C., Buchanan, C., Kinsman, A., Desmond, K., & Pierce, S. (2016). Training the motor aspects of pre-driving skills of young adults with and without autism spectrum disorder. Journal of Autism and Developmental Disorders, 46(7), 2408–2426.CrossRefPubMed Brooks, J., Kellett, J., Seeanner, J., Jenkins, C., Buchanan, C., Kinsman, A., Desmond, K., & Pierce, S. (2016). Training the motor aspects of pre-driving skills of young adults with and without autism spectrum disorder. Journal of Autism and Developmental Disorders, 46(7), 2408–2426.CrossRefPubMed
go back to reference Chee, D. Y., Lee, H. C., Patomella, A. H., & Falkmer, T. (2017). Driving Behavior profile of drivers with autism spectrum disorder (ASD). Journal of Autism and Developmental Disorders, 1–13, doi:10.1007/s10803-017-3178-1. Chee, D. Y., Lee, H. C., Patomella, A. H., & Falkmer, T. (2017). Driving Behavior profile of drivers with autism spectrum disorder (ASD). Journal of Autism and Developmental Disorders, 1–13, doi:10.​1007/​s10803-017-3178-1.
go back to reference Christensen, D. L., Baio, J., Braun, K. V., Bilder, D., Charles, J., Constantino, J. N., … & Yeargin-Allsopp, M. (2016). Prevalence and characteristics of autism spectrum disorder among children aged 8 years - autism and developmental disabilities monitoring network, 11 sites, United States, 2012. Morbidity And Mortality Weekly Report Surveillance Summaries, 65(3), 1–23PubMed Christensen, D. L., Baio, J., Braun, K. V., Bilder, D., Charles, J., Constantino, J. N., … & Yeargin-Allsopp, M. (2016). Prevalence and characteristics of autism spectrum disorder among children aged 8 years - autism and developmental disabilities monitoring network, 11 sites, United States, 2012. Morbidity And Mortality Weekly Report Surveillance Summaries, 65(3), 1–23PubMed
go back to reference Classen, S., & Monahan, M. (2013). Evidence-based review on interventions and determinants of driving performance in teens with attention deficit hyperactivity disorder or autism spectrum disorder. Traffic Injury Prevention, 14(2), 188–193.CrossRefPubMed Classen, S., & Monahan, M. (2013). Evidence-based review on interventions and determinants of driving performance in teens with attention deficit hyperactivity disorder or autism spectrum disorder. Traffic Injury Prevention, 14(2), 188–193.CrossRefPubMed
go back to reference Classen, S., Monahan, M., & Hernandez, S. (2013). Indicators of simulated driving skills in adolescents with autism spectrum disorder. The Open Journal of Occupational Therapy. doi:10.15453/2168-6408.1051. Classen, S., Monahan, M., & Hernandez, S. (2013). Indicators of simulated driving skills in adolescents with autism spectrum disorder. The Open Journal of Occupational Therapy. doi:10.​15453/​2168-6408.​1051.
go back to reference Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd edn.). Hillsdale, NJ: Lawrence Erlbaum Associates. Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd edn.). Hillsdale, NJ: Lawrence Erlbaum Associates.
go back to reference Constantino, J. N., & Gruber, C. P. (2012). Social responsiveness scale (2nd edn.). Los Angeles: Western Pyschological Services. Constantino, J. N., & Gruber, C. P. (2012). Social responsiveness scale (2nd edn.). Los Angeles: Western Pyschological Services.
go back to reference Cox, D. J., Brown, T., Ross, V., Moncrief, M., Schmitt, R., Gaffney, G., & Reeve, R. (2017). Can youth with autism spectrum disorder use virtual reality driving simulation training to evaluate and improve driving performance? An exploratory study. Journal of Autism and Developmental Disorders, 1–12, doi:10.1007/s10803-017-3164-7. Cox, D. J., Brown, T., Ross, V., Moncrief, M., Schmitt, R., Gaffney, G., & Reeve, R. (2017). Can youth with autism spectrum disorder use virtual reality driving simulation training to evaluate and improve driving performance? An exploratory study. Journal of Autism and Developmental Disorders, 1–12, doi:10.​1007/​s10803-017-3164-7.
go back to reference Cox, N. B., Reeve, R. E., Cox, S. M., & Cox, D. J. (2012). Brief report: driving and young adults with ASD: Parent’s experiences. Journal of Autism and Developmental Disorders, 42(10), 2257–2262.CrossRefPubMed Cox, N. B., Reeve, R. E., Cox, S. M., & Cox, D. J. (2012). Brief report: driving and young adults with ASD: Parent’s experiences. Journal of Autism and Developmental Disorders, 42(10), 2257–2262.CrossRefPubMed
go back to reference Cox, S. M., Cox, D. J., Kofler, M. J., Moncrief, M. A., Johnson, R. J., Lambert, A. E., … & Reeve, R. E. (2016). Driving simulator performance in novice drivers with autism spectrum disorder: The role of executive functions and basic motor skills. Journal of Autism and Developmental Disorders, 46(4), 1379–1391.CrossRefPubMed Cox, S. M., Cox, D. J., Kofler, M. J., Moncrief, M. A., Johnson, R. J., Lambert, A. E., … & Reeve, R. E. (2016). Driving simulator performance in novice drivers with autism spectrum disorder: The role of executive functions and basic motor skills. Journal of Autism and Developmental Disorders, 46(4), 1379–1391.CrossRefPubMed
go back to reference Crundall, D. E., & Underwood, G. (1998). Effects of experience and processing demands on visual information acquisition in drivers. Ergonomics, 41(4), 448–458CrossRef Crundall, D. E., & Underwood, G. (1998). Effects of experience and processing demands on visual information acquisition in drivers. Ergonomics, 41(4), 448–458CrossRef
go back to reference Curry, A. E., Yerys, B. E., Huang, P., & Metzger, K. B. (2017). Longitudinal study of driver licensing rates among adolescents and young adults with autism spectrum disorder. Autism: The International Journal of Research and Practice, 1–10. doi:10.1177/1362361317699586. Curry, A. E., Yerys, B. E., Huang, P., & Metzger, K. B. (2017). Longitudinal study of driver licensing rates among adolescents and young adults with autism spectrum disorder. Autism: The International Journal of Research and Practice, 1–10. doi:10.​1177/​1362361317699586​.
go back to reference Daly, B. P., Nicholls, E. G., Patrick, K. E., Brinckman, D. D., & Schultheis, M. T. (2014). Driving behaviors in adults with autism spectrum disorders. Journal of Autism and Developmental Disorders, 44(12), 3119–3128.CrossRefPubMed Daly, B. P., Nicholls, E. G., Patrick, K. E., Brinckman, D. D., & Schultheis, M. T. (2014). Driving behaviors in adults with autism spectrum disorders. Journal of Autism and Developmental Disorders, 44(12), 3119–3128.CrossRefPubMed
go back to reference Hale, J. B., Fiorello, C. A., Dumon, R., Willis, J. O., Rackley, C., & Elliott, C. (2008). Differential ability scales—second edition (neuro)psychological predictors of math performance for typical children and children with math disabilities. Psychology in the Schools, 45(9), 838–858.CrossRef Hale, J. B., Fiorello, C. A., Dumon, R., Willis, J. O., Rackley, C., & Elliott, C. (2008). Differential ability scales—second edition (neuro)psychological predictors of math performance for typical children and children with math disabilities. Psychology in the Schools, 45(9), 838–858.CrossRef
go back to reference Howlin, P., Goode, S., Hutton, J., & Rutter, M. (2004). Adult outcome for children with autism. Journal of Child Psychology and Psychiatry, 45(2), 212–229.CrossRefPubMed Howlin, P., Goode, S., Hutton, J., & Rutter, M. (2004). Adult outcome for children with autism. Journal of Child Psychology and Psychiatry, 45(2), 212–229.CrossRefPubMed
go back to reference Huang, P., Kao, T., Curry, A. E., & Durbin, D. R. (2012). Factors associated with driving in teens with autism spectrum disorders. Journal of Developmental & Behavioral Pediatrics, 33(1), 70–74.CrossRef Huang, P., Kao, T., Curry, A. E., & Durbin, D. R. (2012). Factors associated with driving in teens with autism spectrum disorders. Journal of Developmental & Behavioral Pediatrics, 33(1), 70–74.CrossRef
go back to reference Jerome, L., Segal, A., & Habinski, L. (2006). What we know about ADHD and driving risk: A literature review, meta-analysis and critique. Journal of the Canadian Academy of Child and Adolscent Psychiatry, 15(3), 105–125. Jerome, L., Segal, A., & Habinski, L. (2006). What we know about ADHD and driving risk: A literature review, meta-analysis and critique. Journal of the Canadian Academy of Child and Adolscent Psychiatry, 15(3), 105–125.
go back to reference Lawrence, D. H., Alleckson, D. A., & Bjorklund, P. (2010). Beyond the roadblocks: transitioning to adulthood with asperger’s disorder. Archives of Psychiatric Nursing, 24(4), 227–238.CrossRefPubMed Lawrence, D. H., Alleckson, D. A., & Bjorklund, P. (2010). Beyond the roadblocks: transitioning to adulthood with asperger’s disorder. Archives of Psychiatric Nursing, 24(4), 227–238.CrossRefPubMed
go back to reference Lord, C., Rutter, M., DiLavore, P. C., & Risi, S. (2000). Autism diagnostic observation schedule. Torrance, CA: Western Psychological Services. Lord, C., Rutter, M., DiLavore, P. C., & Risi, S. (2000). Autism diagnostic observation schedule. Torrance, CA: Western Psychological Services.
go back to reference Lord, C., Rutter, M., DiLavore, P. C., Risi, S., Gotham, K., & Bishop, S. L. (2012). Autism diagnostic observation schedule (2nd edn.). Torrance, CA: Western Psychological Services. Lord, C., Rutter, M., DiLavore, P. C., Risi, S., Gotham, K., & Bishop, S. L. (2012). Autism diagnostic observation schedule (2nd edn.). Torrance, CA: Western Psychological Services.
go back to reference Reimer, B., Fried, R., Mehler, B., Joshi, G., Bolfek, A., Godfrey, K. M., … & Biederman, J. (2013). Brief report: Examining driving behavior in young adults with high functioning autism spectrum disorders: A pilot study using a driving simulation paradigm. Journal of Autism and Developmental Disorders, 43(9), 2211–2217.CrossRefPubMed Reimer, B., Fried, R., Mehler, B., Joshi, G., Bolfek, A., Godfrey, K. M., … & Biederman, J. (2013). Brief report: Examining driving behavior in young adults with high functioning autism spectrum disorders: A pilot study using a driving simulation paradigm. Journal of Autism and Developmental Disorders, 43(9), 2211–2217.CrossRefPubMed
go back to reference Rutter, M., Bailey, A., & Lord, C. (2003). Social communication questionnaire (SCQ). Los Angeles: Western Psychological Services. Rutter, M., Bailey, A., & Lord, C. (2003). Social communication questionnaire (SCQ). Los Angeles: Western Psychological Services.
go back to reference Shattuck, P. T., Narendorf, S. C., Cooper, B., Sterzing, P. R., Wagner, M., & Taylor, J. L. (2012). Postsecondary education and employment among youth with an autism spectrum disorder. Pediatrics, 129(6), 1042–1049.CrossRefPubMedPubMedCentral Shattuck, P. T., Narendorf, S. C., Cooper, B., Sterzing, P. R., Wagner, M., & Taylor, J. L. (2012). Postsecondary education and employment among youth with an autism spectrum disorder. Pediatrics, 129(6), 1042–1049.CrossRefPubMedPubMedCentral
go back to reference Sheppard, E., Ropar, D., Underwood, G., & van Loon, E. (2010). Brief report: Driving hazard perception in autism. Journal of Autism and Developmental Disorders, 40(4), 504–508.CrossRefPubMed Sheppard, E., Ropar, D., Underwood, G., & van Loon, E. (2010). Brief report: Driving hazard perception in autism. Journal of Autism and Developmental Disorders, 40(4), 504–508.CrossRefPubMed
go back to reference Sheppard, E., Van Loon, E., Underwood, G., & Ropar, D. (2017). Attentional differences in a driving hazard perception task in adults with autism spectrum disorders. Journal of Autism and Developmental Disorders, 47(2), 405–414.CrossRefPubMed Sheppard, E., Van Loon, E., Underwood, G., & Ropar, D. (2017). Attentional differences in a driving hazard perception task in adults with autism spectrum disorders. Journal of Autism and Developmental Disorders, 47(2), 405–414.CrossRefPubMed
go back to reference Tobii Technology. (2011). Accuracy and precision test method for remote eye trackers. Tobii Technology, AB 2.1.1, 1–28. Tobii Technology. (2011). Accuracy and precision test method for remote eye trackers. Tobii Technology, AB 2.1.1, 1–28.
go back to reference Wade, J., Zhang, L., Bian, D., Fan, J., Swanson, A., Weitlauf, A., Sarkar, M., Warren, Z., & Sarkar, N. (2016). A gaze-contingent adaptive virtual reality driving environment for intervention in individuals with autism spectrum disorders. ACM Transactions on Interactive Intelligent Systems, 6(1), 3.CrossRef Wade, J., Zhang, L., Bian, D., Fan, J., Swanson, A., Weitlauf, A., Sarkar, M., Warren, Z., & Sarkar, N. (2016). A gaze-contingent adaptive virtual reality driving environment for intervention in individuals with autism spectrum disorders. ACM Transactions on Interactive Intelligent Systems, 6(1), 3.CrossRef
go back to reference Wechsler, D. (2003). Wechsler intelligence scale for children-fourth edition (WISC-IV) administration and scoring manual. San Antonio, TX: Pearson Education, Inc. Wechsler, D. (2003). Wechsler intelligence scale for children-fourth edition (WISC-IV) administration and scoring manual. San Antonio, TX: Pearson Education, Inc.
go back to reference Wechsler, D. (2011). Wechsler abbreviated scale of intelligence (2nd edn.). San Antonio, TX: Pearson Education, Inc. Wechsler, D. (2011). Wechsler abbreviated scale of intelligence (2nd edn.). San Antonio, TX: Pearson Education, Inc.
go back to reference Weitlauf, A. S., McPheeters, M. L., Peters, B., Sathe, N., Travis, R., Aiello, R., … & Warren, Z. (2014). Therapies for children with autism spectrum disorder: Behavioral interventions update. Comparative Effectiveness Review, No. 137. Weitlauf, A. S., McPheeters, M. L., Peters, B., Sathe, N., Travis, R., Aiello, R., … & Warren, Z. (2014). Therapies for children with autism spectrum disorder: Behavioral interventions update. Comparative Effectiveness Review, No. 137.
go back to reference Zhang, L., Wade, J., Bian, D., Fan, J., Swanson, A., Weitlauf, A., Warren, Z., & Sarkar, N. (2017). Cognitive load measurement in a virtual reality-based driving system for autism intervention. IEEE Transactions on Affective Computing, 8(2), 176–189.CrossRefPubMed Zhang, L., Wade, J., Bian, D., Fan, J., Swanson, A., Weitlauf, A., Warren, Z., & Sarkar, N. (2017). Cognitive load measurement in a virtual reality-based driving system for autism intervention. IEEE Transactions on Affective Computing, 8(2), 176–189.CrossRefPubMed
Metagegevens
Titel
A Pilot Study Assessing Performance and Visual Attention of Teenagers with ASD in a Novel Adaptive Driving Simulator
Auteurs
Joshua Wade
Amy Weitlauf
Neill Broderick
Amy Swanson
Lian Zhang
Dayi Bian
Medha Sarkar
Zachary Warren
Nilanjan Sarkar
Publicatiedatum
29-07-2017
Uitgeverij
Springer US
Gepubliceerd in
Journal of Autism and Developmental Disorders / Uitgave 11/2017
Print ISSN: 0162-3257
Elektronisch ISSN: 1573-3432
DOI
https://doi.org/10.1007/s10803-017-3261-7

Andere artikelen Uitgave 11/2017

Journal of Autism and Developmental Disorders 11/2017 Naar de uitgave