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Driving Simulator Performance in Novice Drivers with Autism Spectrum Disorder: The Role of Executive Functions and Basic Motor Skills

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Abstract

Previous studies have shown that individuals with autism spectrum disorder (ASD) demonstrate poorer driving performance than their peers and are less likely to obtain a driver’s license. This study aims to examine the relationship between driving performance and executive functioning for novice drivers, with and without ASD, using a driving simulator. Forty-four males (ages 15–23), 17 with ASD and 27 healthy controls, completed paradigms assessing driving skills and executive functioning. ASD drivers demonstrated poorer driving performance overall and the addition of a working memory task resulted in a significant decrement in their performance relative to control drivers. Results suggest that working memory may be a key mechanism underlying difficulties demonstrated by ASD drivers and provides insight for future intervention programs.

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References

  • Adler, L. A., Resnick, S., Kunz, M., & Devinsky, O. (1995). Open-label trial of venlafaxine in adults with attention deficit disorder. Psychopharmacology Bulletin, 31(4), 785–788.

    PubMed  Google Scholar 

  • American Psychiatric Association. (2000). Diagnostic and statistical manual of mental disorders (4th ed., text rev.). Washington, DC: American Psychiatric Publishing.

    Google Scholar 

  • Banich, M. T. (2004). Cognitive neuroscience and neuropsychology. Houghton Mifflin College Division.

  • Brooks, J. O., Mossey, M. E., Collins, J. C., & Tyler, P. (2013). An exploratory investigation: Are driving simulators appropriate to teach pre-driving skills to young adults with intellectual disabilities? British Journal of Learning Disabilities, 42, 204–213.

    Article  Google Scholar 

  • Brouwer, W. H., Waterink, W., Van Wolffelaar, P. C., & Rothengatter, T. (1991). Divided attention in experienced young and older drivers: Lane tracking and visual analysis in a dynamic driving simulator. Human Factors: The Journal of the Human Factors and Ergonomics Society, 33(5), 573–582.

    Google Scholar 

  • Bulmash, E. L., Moller, H. J., Kayumov, L., Shen, J., Wang, X., & Shapiro, C. M. (2006). Psychomotor disturbance in depression: Assessment using a driving simulator paradigm. Journal of Affective Disorders, 93, 213–218.

    Article  PubMed  Google Scholar 

  • 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, 188–193.

    Article  PubMed  Google Scholar 

  • Classen, S., Monahan, M., & Hernandez, S. (2013). Indicators of simulated driving skills in adolescents with autism spectrum disorder. The Open Journal of Occupational Therapy, 1(4), 2.

    Google Scholar 

  • Cohen, G., & Conway, M. A. (Eds.). (2007). Memory in the real world. Hove, England: Psychology Press.

    Google Scholar 

  • Constantino, J. N., & Gruber, C. P. (2002). The social responsiveness scale (SRS). Los Angeles: Western Psychological Services.

    Google Scholar 

  • Constantino, J. N., & Gruber, C. P. (2012). The social responsiveness scale, 2nd edn (SRS-2). Los Angeles, CA: Western Psychological Services.

    Google Scholar 

  • Conway, A. A., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005). Working memory span tasks: A methodological review and user’s guide. Psychonomic Bulletin & Review, 12(5), 769–786.

    Article  Google Scholar 

  • Cox, A. B., & Cox, D. J. (1998). Senior’s compensatory driving strategy may increase driving risk. Journal of the American Geriatrics Society, 46(8), 1058–1060.

    Article  PubMed  Google Scholar 

  • Cox, D. J., Taylor, P., & Kovatchev, B. (1999). Driving simulation performance predicts future accidents among older drivers. Journal of the American Geriatrics Society, 47(3), 381–382.

    Article  PubMed  Google Scholar 

  • Cox, N. B., Reeve, R. E., Cox, S. M., & Cox, D. J. (2012). Brief report: Driving and young adults with ASD: Parents’ experiences. Journal of Autism and Developmental Disorders, 42(10), 2257–2262.

    Article  PubMed  Google Scholar 

  • Cox, D. J., Moncrief, M., Rizzo, M., Fisher, D., Lambert, A., Thomas, S., et al. (2015). Low hanging fruit: Use of virtual reality simulation in Department of Motor Vehicles to assess minimal competence of novice drivers. In Paper presented at international driving symposium on human factors in driving assessment, training, and vehicle design, Salt Lake City, UT.

  • Dagenbach, D., & Carr, T. H. (1994). Inhibitory processes in perceptual recognition: Evidence for a center-surround attentional mechanism. San Diego, CA: Academic Press.

  • Dempster, F. N. (1992). The rise and fall of the inhibitory mechanism: Toward a unified theory of cognitive development and aging. Developmental Review, 12(1), 45–75.

    Article  Google Scholar 

  • Godley, S. T., Triggs, T. J., & Fildes, B. N. (2002). Driving simulator validation for speed research. Accident Analysis and Prevention, 34, 589–600.

    Article  PubMed  Google Scholar 

  • Hill, E. L. (2004). Evaluating the theory of executive dysfunction in autism. Developmental Review, 24(2), 189–233.

    Article  Google Scholar 

  • Hoffman, J. D., Lee, J. D., Brown, T. L., & McGehee, D. V. (2002). Comparison of driver braking responses in a high-fidelity simulator and on a test track. Transportation Research Record: Journal of the Transportation Research Board, 1803(1), 59–65.

    Article  Google Scholar 

  • Huang, P., Kao, T., Curry, A. E., & Durbin, D. R. (2012). Factors associated with driving in teens with autism spectrum disorders. Journal of Developmental and Behavioral Pediatrics, 33(1), 70–74.

    Article  PubMed  Google Scholar 

  • Kaptein, N. A., Theeuwes, J., & van der Horst, R. (1996). Driving simulator validity: Some considerations. Transportation Research Record, 1550, 30–36.

    Article  Google Scholar 

  • Kasper, L. J., Alderson, R. M., & Hudec, K. L. (2012). Moderators of working memory deficits in children with attention- deficit/hyperactivity disorder (ADHD): A meta-analytic review. Clinical Psychology Review,. doi:10.1016/j.cpr.2012.07.001.

    PubMed  Google Scholar 

  • Lambert, A. E., Cox, D. J., O’Connor, M. L., Cho, C., Johnson, R. J. (2013). Age differences in driving-specific tests of executive function. In Poster presented at the 7th international driving symposium on human factors in driver assessment, training and vehicle design the sagamore resort on Lake George in Bolton Landing, NY.

  • Lambert, A. E., Simons-Morton, B. G., Cain, S. A., Weisz, S., & Cox, D. J. (2014). Considerations of a dual-systems model of cognitive development and risky driving. Journal of Research on Adolescence, 24(3), 541–550.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lee, H. C., Lee, A. H., Cameron, D., & Li-Tsang, C. (2003). Using a driving simulator to identify older drivers at inflated risk of motor vehicle crashes. Journal of Safety Research, 34(4), 453–459.

    Article  PubMed  Google Scholar 

  • Lew, H. L., Poole, J. H., Lee, E. H., Jaffe, D. L., Huang, H. C., & Brodd, E. (2005). Predictive validity of driving-simulator assessments following traumatic brain injury: A preliminary study. Brain Injury, 19(3), 177–188.

    Article  PubMed  Google Scholar 

  • Liss, M., Fein, D., Allen, D., Dunn, M., Feinstein, C., Morris, R., et al. (2001). Executive functioning in high-functioning children with autism. Journal of Child Psychology and Psychiatry, 42(2), 261–270.

    Article  PubMed  Google Scholar 

  • Mäntylä, T., Karlsson, M. J., & Marklund, M. (2009). Executive control functions in simulated driving. Applied Neuropsychology, 16(1), 11–18. doi:10.1080/09084280802644086.

    Article  PubMed  Google Scholar 

  • Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., & Howerter, A. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41, 49–100.

    Article  PubMed  Google Scholar 

  • Monahan, M. (2012). Evaluating and treating adolescents with special needs. In M. J. McGuire & E. S. Davis (Eds.), Driving and community mobility: Occupational therapy strategies across the lifespan (pp. 383–410). Bethesda, MD: AOTA.

    Google Scholar 

  • Mullen, N., Charlton, J., Devlin, A., & Bedard, M. (2011). Simulator validity: Behaviors observed on the simulator and on the road. In D. Fisher, M. Rizzo, J. Caird, & J. Lee (Eds.), Handbook of driving simulation for engineering, medicine, and psychology. Boca Raton, FL: CRC Press.

    Google Scholar 

  • National Highway and Transportation Safety Administration. (2008). Traffic safety facts 2008 data: Older population. (NHTSA’s National Center for Statistics and Analysis). http://www-nrd.nhtsa.dot.gov/Pubs/811161.pdf.

  • Ozonoff, S., Pennington, B. F., & Rogers, S. J. (1991). Executive function deficits in high-functioning autistic individuals: Relationship to theory of mind. Journal of Child Psychology and Psychiatry, 32(7), 1081–1105.

    Article  PubMed  Google Scholar 

  • Park, D. C. (2002). Aging, cognition, and culture: A neuroscientific perspective. Neuroscience and Biobehavioral Reviews, 26(7), 859–867.

    Article  PubMed  Google Scholar 

  • Rapport, M. D., Orban, S. A., Kofler, M. J., & Friedman, L. M. (2013). Do programs designed to train working memory, other executive functions, and attention benefit children with ADHD? A meta-analytic review of cognitive, academic, and behavioral outcomes. Clinical Psychology Review, 33(8), 1237–1252.

    Article  PubMed  Google Scholar 

  • Reimer, B., Fried, R., Mehler, B., Joshi, G., Bolfek, A., Godfrey, K. M., et al. (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.

    Article  PubMed  Google Scholar 

  • Reynolds, C. R., & Kamphaus, R. W. (2004). Behavior assessment system for children (2nd ed.). Bloomington, MN: Pearson Assessments.

    Google Scholar 

  • Shechtman, O., Classen, S., Awadzi, K., & Mann, W. (2009). Comparison of driving errors between on-the-road and simulated driving assessment: A validation study. Traffic Injury Prevention, 10(4), 379–385.

    Article  PubMed  Google Scholar 

  • 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.

    Article  PubMed  Google Scholar 

  • Shipstead, Z., Redick, T. S., & Engle, R. W. (2012). Is working memory training effective? Psychological Bulletin, 138(4), 628.

    Article  PubMed  Google Scholar 

  • Snyder, H. R. (2013). Major depressive disorder is associated with broad impairments on neuropsychological measures of executive function: A meta-analysis and review. Psychological Bulletin, 139, 81–132.

    Article  PubMed  PubMed Central  Google Scholar 

  • Strayer, D. L., & Drew, F. A. (2004). Profiles in driver distraction: Effects of cell phone conversations on younger and older drivers. Human Factors: The Journal of the Human Factors and Ergonomics Society, 46(4), 640–649.

    Article  Google Scholar 

  • Underwood, G., Crundall, D., & Chapman, P. (2011). Driving simulator validation with hazard perception. Transportation research part F: Traffic psychology and behaviour, 14(6), 435–446.

    Article  Google Scholar 

  • Unsworth, N., Heitz, R. P., Schrock, J. C., & Engle, R. W. (2005). An automated version of the operation span task. Behavior Research Methods, 37, 498–505.

    Article  PubMed  Google Scholar 

  • Vaa, T. (2014). ADHD and relative risk of accidents in road traffic: A meta-analysis. Accident Analysis and Prevention, 62, 415–425.

    Article  PubMed  Google Scholar 

  • Watson, J. M., Lambert, A. E., Cooper, J. M., Boyle, I. V., & Strayer, D. L. (2013). On attentional control and the aging driver. In R. Zheng, R. Hill, & M. Gardner (Eds.), Engaging older adults with modern technology: Internet use and information access needs (pp. 20–32). Hershey, PA: Information Science Reference.

    Chapter  Google Scholar 

  • Willcutt, E. G., Doyle, A. E., Nigg, J. T., Faraone, S. V., & Pennington, B. F. (2005). Validity of the executive function theory of attention-deficit/hyperactivity disorder: A meta-analytic review. Biological Psychiatry, 57(11), 1336–1346.

    Article  PubMed  Google Scholar 

  • Womack, J. L., & Silverstein, N. (2012). The big picture: Comprehensive community mobility options. In M. J. McGuire & E. Schold-Davis (Eds.), Driving and community mobility: Occupational therapy strategies across the lifespan (pp. 19–46). Bethesda, MD: AOTA Press.

    Google Scholar 

  • Zelazo, P. D., Craik, F. I., & Booth, L. (2004). Executive function across the life span. Acta Psychologica, 115(2), 167–183.

    Article  PubMed  Google Scholar 

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Acknowledgments

The authors would like to thank the participants and parents/caregivers who participated in our study. We would like to acknowledge their time, commitment, energy, and insight, which were critical for our research. This research was supported by a Department of Defense Autism Pilot Project award W81XWH-11-1-0787.

Author Contributions

SMC participated in the design and coordination of the study, performed the clinical measures and collected data for the ASD group, participated in developing the dataset, performing statistical analysis, interpretation of the data, and drafted the manuscript; DC conceived of the study, participated in the design and interpretation of the data, and helped to draft the manuscript; MK participated in the design of the study, participated in statistical methods and interpretation of the data, and helped to draft the manuscript; MM participated in developing dataset, performing statistical analysis and interpretation of the data; AL participated in the design and coordination of the parallel study for healthy controls (HC), also administered clinical measures and participated in design and interpretation of HC data that was utilized for this manuscript; RJ participated in the coordination of both the ASD and HC studies and administered the driving simulator protocol to participants from both groups; SAC participated in the coordination of the ASD study and administered clinical measures for ASD participants; RR participated in the design and coordination of the study and helped to draft the manuscript. All authors read and approved the final manuscript.

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Correspondence to Stephany M. Cox.

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Cox, S.M., Cox, D.J., Kofler, M.J. et al. Driving Simulator Performance in Novice Drivers with Autism Spectrum Disorder: The Role of Executive Functions and Basic Motor Skills. J Autism Dev Disord 46, 1379–1391 (2016). https://doi.org/10.1007/s10803-015-2677-1

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