The Effects of Driver Distraction for Individuals with Traumatic Brain Injuries

Human Factors

Volumn 57, Issue 8, 2015, Pages 1472-1488

  Neyens, David M ^a   Boyle, Linda Ng ^b   Schultheis, Maria T ^c  

^a CLEMSON UNIVERSITY   (United States)

^b UNIVERSITY OF WASHINGTON   (United States)

^c DREXEL UNIVERSITY   (United States)

Author keywords

Bayesian analysis; driver distraction; driving performance; instrumented vehicle study; TBIs

Indexed keywords

BAYESIAN NETWORKS; PROBABILITY DISTRIBUTIONS; REGRESSION ANALYSIS;

BAYESIAN ANALYSIS; DRIVER DISTRACTIONS; DRIVING PERFORMANCE; INSTRUMENTED VEHICLE; TBIS;

AUTOMOBILE DRIVERS;

ADULT; ATTENTION; BAYES THEOREM; BRAIN INJURY; CAR DRIVING; FEMALE; HUMAN; MALE; PATHOPHYSIOLOGY; PHYSIOLOGY; TASK PERFORMANCE; YOUNG ADULT;

ADULT; ATTENTION; AUTOMOBILE DRIVING; BAYES THEOREM; BRAIN INJURIES; FEMALE; HUMANS; MALE; TASK PERFORMANCE AND ANALYSIS; YOUNG ADULT;

EID: 84946601101     PISSN: 00187208     EISSN: 15478181     Source Type: Journal    
DOI: 10.1177/0018720815594057     Document Type: Article

References (54)

1. Bao S., Boyle L. N., (2009). Age-related differences in visual scanning at median-divided highway intersections in rural areas. Accident Analysis & Prevention, 41, 146-152.
2. Bayarri M. J., Berger J. O., (2004). The interplay of Bayesian and frequentist analysis. Statistical Science, 19, 58-80.
3. Bayly M., Young K. L., Regan M. A., (2009). Sources of distraction inside the vehicle and their effects on driving performance. In Regan M. A., Lee J. D., Young K. L., (Eds.), Driver distraction: Theory, effects, and mitigation (pp. 191-214). New York, NY: CRC Press.
4. Birnbaum A., (1977). The Neyman-Pearson theory as decision theory, and as inference theory; with a crticism of the Lindley-Savage argument for Bayesian theory. Synthese, 36, 19-49.
5. Boer E. R., (2001). Behavioral entropy as a measure of driving performance. In Proceedings of the First International Driving Symposium on Human Factors in Driving Assessment, Training, and Vehicle Design (pp. 225-229).
6. Brooks D. N., Hosie J., Bond M. R., Aughton J. M., (1986). Cognitive sequelae of severe head injury in relation to the Glasgow Outcome Scale. Journal of Neurology, Neurosurgery, & Psychiatry With Practical Neurology, 49, 549-553.
7. Brooks S. P., Gelman A., (1998). General methods for monitoring convergence of iterative simulations. Journal of Computational and Graphical Statistics, 7, 434-455.
8. Casella G., Berger R. L., (1987). Reconciling Bayesian and frequentist evidence in the one-sided testing problem. Journal of the American Statistical Association, 82, 106-111.
9. Classen S., Shechtman O., Stephens B., Davis E., Bendixen R., Belchior P.,. Mann W., (2006). The impact of roadway intersection design on driving performance of young and senior adults: Preliminary results. Topics in Geriatric Rehabilitation, 22, 18-26.
10. Congdon P., (2006). Bayesian statistical modeling (2nd ed.). Hoboken, NJ: Wiley.
11. Cyr A. A., Stinchcombe A., Gagnon S., Marshall S., Hing M. M., Finestone H., (2008). Driving difficulties of brain-injured drivers in reaction to high-crash-risk simulated road events: A question of impaired divided attention? Journal of Clinical and Experimental Neuropsychology. Advance online publication.
12. Dikmen S. S., Corrigan J. D., Levin H. S., Machamer J., Stiers W., Weisskopf M. G., (2009). Cognitive outcome following traumatic brain injury. Journal of Head Trauma Rehabilitation, 24, 430-438.
13. Dimarco F., Cantagallo A., (2001). Safe driving after traumatic brain injury. European Journal of Medical Physics, 37, 215-225.
14. Efron B., (2006). Bayesians, frequentists, and scientists. Journal of the American Statistical Association, 100 (469), 1-5.
15. Gelman A., Carlin J. B., Stern H. S., Rubin D. B., (2004). Bayesian data analysis (2nd ed.). New York, NY: Chapman & Hall/CRC.
16. Greenhouse J. B., Seltman H., (2005). Using prior distributions to synthesize historical evidence: Comments on the Goodman-Sladky case study of IVIg in Guillain-Barré syndrome. Clinical Trials, 2, 311-318.
17. Hoffman J. D., Lee J. D., McGehee D. V., Macias M., Gellatly A. W., (2005). Visual sampling of in-vehicle text messages: The effects of number of lines, page presentation and message control. Transportation Research Record, 1937, 22-31.
18. Jäncke L., Musial F., Vogt J., Kalveram K., (1994). Monitoring radio programs and the time of day affect simulated car-driving performance. Perceptual and Motor Skills, 79, 484-486.
19. Jenness J. W., Lattanzio R. J., Raymond J., O'Toole M., Taylor N., (2002). Voice-activated dialing or eating a cheeseburger: Which is more distracting during simulated driving? In Proceedings of the Human Factors and Ergonomics Society 46th Annual Meeting (pp. 592-596). Santa Monica, CA: Human Factors and Ergonomics Society.
20. Klauer S., Dingus T., Neale V., Sudweeks J., Ramsey D., (2006). The impact of driver inattention on near-crash/crash risk: An analysis using the 100-Car Naturalistic Driving Study data. Washington, DC: National Highway Traffic Safety Administration.
21. Kreutzer J. S., Marwitz J. H., Walker W., Sander A., Sherer M., Bogner J.,. Bushnik T., (2003). Moderating factors in return to work and job stability after traumatic brain injuries. Journal of Head Trauma Rehabilitation, 18, 128-138.
22. Kruschke J. K., (2011). Doing Bayesian data analysis: A tutorial with R and BUGS. Burlington, MA: Elsevier.
23. Langlois J. A., Rutland-Brown W., Wald M. M., (2006). The epidemiology and impact of traumatic brain injury. Journal of Head Trauma Rehabilitation, 21, 375-378.
24. Lee J. D., (2009). Can technology get your eyes back on the road? Science, 324, 344-346.
25. Lengenfelder J., Schultheis M. T., Al-Shihabi T., Mourant R., DeLuca J., (2002). Divided attention and driving: A pilot study using virtual reality technology. Journal of Head Trauma Rehabilitation, 17, 26-37.
26. Lunn D. J., Thomas A., Best N., Spiegelhalter D., (2000). WinBUGS: A Bayesian modeling framework. Concepts, structure, and extensibility. Statistics and Computing, 10, 325-337.
27. Manning K. J., Schultheis M. T., Mitura R., Klimchuck D., Neyens D. M., Simone L.,. Boyle L. N., (2009,). Virtual reality driving: Can new measures help inform driving capacity in TBI? Poster presented at the International Neuropsychological Society Conference, Atlanta, GA.
28. Martin A. D., (2008). Bayesian analysis. In Box-Steffensmeier J. M., Brady H. E., Collier D., (Eds.), The Oxford handbook of political methodology (pp. 494-512). New York, NY: Oxford University Press.
29. Mathias J. L., Wheaton P., (2007). Changes in attention and information-processing speed following severe traumatic brain injury: A meta-analytic review. Neuropsychology, 21, 212-223.
30. Mazaux J. M., Masson F., Levin H. S., Alaoui P., Maurette P., Barat M., (1997). Long-term neuropsychological outcome and loss of social autonomy after traumatic brain injury. Archives of Physical Medicine and Rehabilitation, 78, 1316-1320.
31. National Highway Traffic Safety Administration. (2012). Visual-manual NHTSA driver distraction guidelines for in-vehicle electronic devices. Washington, DC: Author.
32. National Institute of Neurological Disorders and Stroke. (2007). Traumatic brain injury: Hope through research. Retrieved from from http://www.ninds.nih.gov/disorders/tbi/detail-tbi.htm
33. Neyens D. M., Boyle L. N., (2012). Crash risk factors related to individuals sustaining and drivers following traumatic brain injuries. Accident Analysis & Prevention, 49, 266-273.
34. Ntzoufras I., (2009). Bayesian modeling using WinBUGS. Hoboken, NJ: Wiley.
35. Osswald S., Meschtscherjakov A., Wilfinger D., Tscheligi M., (2011). Interacting with the steering wheel: Potential reductions in driver distraction. In Keyson D., Maher M., Streitz N., Cheok A., Augusto J., Wichert R., Englebienne G., Aghajan H., Kröse B. A., (Eds.), Ambient intelligence (Vol. 7040, pp. 11-20): Berlin, Germany: Springer.
36. Park N. W., Moscovitch M., Robertson I. H., (1999). Divided attention impairments after traumatic brain injury. Neuropsychologia, 37, 1119-1133.
37. Priddy D. A., Johnson R., Lam C. S., (1990). Driving after a severe head injury. Brain Injury, 4, 267-272.
38. Rapport L. J., Hanks R. A., Bryer R. C., (2006). Barriers to driving and community integration after traumatic brain injury. Journal of Head Trauma Rehabilitation, 21, 34-44.
39. Reed M. P., Green P. A., (1999). Comparison of driving performance on-road and in a low-cost simulator using a concurrent telephone dialing task. Ergonomics, 42, 1015-1037.
40. Reymond G., Kemeny A., Droulez J., Berthoz A., (2001). Role of lateral acceleration in curve driving: Driver model and experiments on a real vehicle and a driving simulator. Human Factors, 43, 483-495.
41. Rouder J. N., Speckman R. L., Sun D., Morey R. D., (2009). Bayesian t test for accepting and rejecting the null hypothesis. Psychonomic Buletin & Review, 16, 225-237.
42. Rudin-Brown C. M., Noy Y. I., (2002). Investigation of behavioral adaptation to lane departure warnings. Transportation Research Record, 1803, 30-37.
43. Schultheis M. T., Graff N., Manning K., Neyens D. M., Ang J., Mitura R.,. Boyle L. N., (2012,). Virtual reality and driving following traumatic brain injury. Poster presented at the annual meeting of the American Psychological Association, Orlando, FL.
44. Schultheis M. T., Matheis R. J., Nead R., DeLuca J., (2002). Driving behaviors following brain injury: Self-reports and motor vehicle records. Journal of Head Trauma Rehabilitation, 17, 38-47.
45. Sodhi M., Reimer B., Llamzares I., (2002). Glance analysis of driver eye movements. Behavior, Research Methods, Instruments, & Computer, 34, 529-538.
46. Stokx L. C., Gaillard A. W. K., (1986). Task and driving performance of patients with a severe concussion of the brain. Journal of Clinical and Experimental Neuropsychology, 8, 421-436.
47. Stutts J. C., Feaganes J., Rodgman E., Hamlett C., Meadows T., Reinfurt D.,. Staplin L., (2003). Distractions in everyday driving. Washington, DC: AAA Foundation for Traffic Safety.
48. Tanielian T. L., Jaycox L. H., (2008). Invisible wounds of war: Psychological and cognitive injuries, their consequences, and services to assist recovery (Vol. 720). Santa Monica, CA: Rand Corporation.
49. Tijerina L., Parmer E., Goodman M., (1998,). Driver workload assessment of route guidance system desination entry while driving: A test track study. Paper presented at the 5th ITS World Congress, Seoul, Korea.
50. Uc E. Y., Rizzo M., Anderson S. W., Sparks J. D., Rodnitzky R. L., Dawson J. D., (2006). Driving with distraction in Parkinson disease. Neurology, 67, 1774-1780.
51. Wickens C. D., (2002). Multiple resources and performance prediction. Theoretical Issues in Ergonomics Science, 3, 159-177.
52. Wierwille W., (1993). Visual and manual demands of in-car controls and displays. In Peacock B., Karwowski W., (Eds.), Automotive ergonomics (pp. 299-320). London, UK: Taylor & Francis.
53. Wikman A., Nieminen T., Summala H., (1998). Driving experience and time-sharing during in-car tasks on roads of different width. Ergonomics, 41, 358-372.
54. U.S. Food and Drug Administration. (2010). Guidance for the use of Bayesian statistics in medical device clincal trials. Retrieved from http://www.fda.gov/medicaldevices/deviceregulationandguidance/guidancedocuments/ucm071072.htm.