Analysis of Naturalistic Driving Study Data: Safer Glances, Driver Inattention, and Crash Risk (2014)

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113 AAAM. 2008. The Abbreviated Injury Scale: AIS© 2005 Update 2008. Association for the Advancement of Automotive Medicine, Des Plaines, Ill. Alm, H., and L. Nilsson. 1995. The Effects of a Mobile Telephone Task on Driver Behaviour in a Car Following Situation. Accident Analysis & Prevention, Vol. 27, pp. 707–715. Bärgman, J., J. Werneke, C.-N. Boda, J. Engström, and K. Smith. 2013. Using Manual Measurements on Event Recorder Video and Image Processing Algorithms to Extract Optical Parameters and Range. Presented at 7th International Driving Symposium on Human Fac- tors in Driver Assessment, Training, and Vehicle Design, Bolton Landing, New York. Baumann, M. R. K., T. Petzoldt, J. Hogema, and J. F. Krems. 2008. The Effect of Cognitive Tasks on Predicting Events in Traffic. Proc., Euro- pean Conference on Human Centred Design for Intelligent Transport Systems (C. Brusque, ed.), Humanist, Lyon, France, pp. 3–11. Bouguet, J.-Y. 2010. Camera Calibration Toolbox for Matlab. http://www .vision.caltech.edu/bouguetj/calib_doc/index.html. Accessed Nov. 19, 2012. Boyle, L. N., J. D. Lee, D. M. Neyens, D. V. McGehee, S. Hallmark, and N. J. Ward. 2010. Integration of Analysis Methods and Development of Analysis Plan. SHRP 2 S02 Phase I Report, University of Iowa. Breslow, N.E. 1996. Statistics in Epidemiology: The Case-Control Study. Journal of the American Statistical Association, Vol. 91, pp. 14–28. Brookhuis, K. A., G. de Vries, and D. de Ward. 1991. The Effects of Mobile Telephoning on Driving Performance. Accident Analysis & Prevention, Vol. 23, No. 4, pp. 309–316. Burnham, K. P., and D. R. Anderson. 2004. Multimodel Inference: Understanding AIC and BIC in Model Selection. Sociological Meth- ods & Research, Vol. 33, No. 2, pp. 261–304. Burnham, K. P., D. R. Anderson, and K. P. Huyvaert. 2010. AIC Model Selection and Multimodel Inference in Behavioral Ecology: Some Background, Observations, and Comparisons. Behavioral Ecology and Sociobiology, Vol. 65, No. 1, pp. 23–35. Buzeman, D., D. Viano, and P. Lövsund. 1998. Car Occupant Safety in Frontal Crashes: A Parameter Study of Vehicle Mass, Impact Speed, and Inherent Vehicle Protection. Accident Analysis & Prevention, Vol. 30, No. 6, pp. 713–722. Campbell, K. L. 2012. The SHRP 2 Naturalistic Driving Study: Address- ing Driver Performance and Behavior in Traffic Safety. TR News, No. 282. Carney, C., D. V. McGehee, J. D. Lee, M. Reyes, and M. Raby. 2010. Using an Event-Triggered Video Intervention System to Expand the Supervised Learning of Newly Licensed Adolescent Drivers. American Journal of Public Health, Vol. 100, No. 6. Coles, S. 2001. An Introduction to Statistical Modeling of Extreme Values. Springer-Verlag, London. Council, F. M. 2013. This Ain’t Your Grandma’s Safety Research: Natu- ralistic Driving Study Yields Long-Sought Data. TR News, No. 289. Dingus, T. A., R. R. Knipling, J. Jermeland, Z. R. Doerzaph, C. Bucher, S. Gupta, D. J. Ramsey, J. Hankey, M. A. Perez, J. D. Sudweeks, S. E. Lee, A. Petersen, V. L. Neale, and S. G. Klauer. 2006. The 100-Car Natural- istic Driving Study. Phase II, Results of the 100-Car Field Experiment. National Highway Traffic Safety Administration, U.S. Department of Transportation. Doshi, A., and M. M. Trivedi. 2012. Head and Eye Gaze Dynamics During Visual Attention Shifts in Complex Environments. Journal of Vision, Vol. 12, No. 2. Dozza, M. 2010. SAFER100Car: A Toolkit to Analyze Data from the 100 Car Naturalistic Driving Study. Second International Naturalistic Driving Research Symposium, VTTI, Blacksburg, Va. Dozza, M. 2013. What Factors Influence Drivers’ Response Time for Evasive Maneuvers in Real Traffic? Accident Analysis & Prevention, Vol. 58, pp. 299–308. Engström, J., C. A. Monk, R. J. Hanowski, W. J. Horrey, J. D. Lee, D. V. McGehee, M. Regan, A. Stevens, E. Traube, M. Tuukkanen, T. Victor, and D. Yang. 2013. A Conceptual Framework and Tax- onomy for Understanding and Categorizing Driver Inattention. US-EU ITS Cooperation: Driver Distraction and Human Machine Interaction Working Group. http://ec.europa.eu/digital-agenda/ en/international-transport-cooperation. Engström, J. A., and T. W. Victor. 2008. Real-Time Distraction Counter- measures. In Driver Distraction: Theory, Effects, and Mitigation (M. A. Regan, J. D. Lee, and K. L. Young, eds.), CRC Press, Boca Raton, Fla. Engström, J., J. Werneke, J. Bärgman, N. Nguyen, and B. Cook. 2013. Analy sis of the Role of Inattention in Road Crashes Based on Natural- istic On-Board Safety Monitoring Data. Proc., 3rd Inter national Con- ference on Driver Distraction and Inattention, Gothenburg, Sweden. ESoP. 2006. European Statement of Principles on the Design of Human- Machine Interface. Commission Recommendation of 22 December 2006 on Safe and Efficient In-Vehicle Information and Communica- tion Systems: Update of the European Statement of Principles on Human-Machine Interface (2007/78/EC). Brussels, Belgium. Evans, L. 2004. Traffic Safety. Science Serving Society, Bloomfield Hills, Mich. Fajen, B. R. 2005a. Perceptual Learning and the Visual Control of Braking. Perception & Psychophysics, Vol. 70, pp. 1117–1129. References

114 Fajen, B. R. 2005b. Perceiving Possibilities for Action: On the Necessity of Calibration and Perceptual Learning for the Visual Guidance of Action. Perception, Vol. 34, pp. 717–740. Fajen, B. R. 2005c. Calibration, Information, and Control Strategies for Braking to Avoid a Collision. Journal of Experimental Psychology: Human Perception and Performance, Vol. 31, pp. 480–501. Fajen, B. R. 2007. Affordance-Based Control of Visually Guided Action. Ecological Psychology, Vol. 19, No. 4, pp. 383–410. Fitch, G. A., S. A. Soccolich, F. Guo, J. McClafferty, Y. Fang, R. L. Olson, M. A. Perez, R. J. Hanowski, J. M. Hankey, and T. A. Dingus. 2013. The Impact of Hand-Held and Hands-Free Cell Phone Use on Driving Per- formance and Safety-Critical Event Risk. Report No. COT HS 811 757. National Highway Traffic Safety Administration, U.S. Department of Transportation. Flach, J. M., M. R. H. Smith, T. Stanard, and S. M. Dittman. 2004. Chap- ter 5: Collisions—Getting Them Under Control. In Time-to-Contact (H. Hecht and G. J. P. Savelsbergh, eds.), Elsevier, Amsterdam, Nether lands, pp. 67–91. Frost, B. J., and H. Sun. 2004. Chapter 2: The Biological Bases of Time-to- Collision Computation. Advances in Psychology, Vol. 135, pp. 13–37. Gabadinho, A., G. Ritschard, N. S. Müller, and M. Studer. 2011. Analyz- ing and Visualizing State Sequences in R with TraMineR. Journal of Statistical Software, Vol. 40, No. 4, pp. 1–37. Gabauer, D., and H. Gabler. 2006. Comparison of Delta-V and Occupant Impact Velocity Crash Severity Metrics Using Event Data Recorders. Annual Proceedings of the Association for the Advancement of Auto- motive Medicine, Vol. 50, pp. 57–71. http://www.ncbi.nlm.nih.gov/ pmc/articles/PMC3217488/. Gennarelli, T. A., and E. Wodzin (eds.). 2005. Abbreviated Injury Scale 2005. Association for the Advancement of Automotive Medicine, Des Plaines, Ill. Gibson, J. J. 1958. Visually Controlled Locomotion and Visual Orienta- tion in Animals. British Journal of Psychology, Vol. 49, pp. 182–194. Gibson, J. J. 1966. The Senses Considered as Perceptual Systems. Houghton Mifflin, Boston, Mass. Gibson, J. J. 1979. The Ecological Approach to Visual Perception. Houghton Mifflin, Boston, Mass. Gibson, J. J., and L. E. Crooks. 1938. A Theoretical Field-Analysis of Automobile Driving. The American Journal of Psychology, Vol. 51, No. 3, pp. 453–471. Green, M. 2000. How Long Does It Take to Stop? Methodological Analysis of Driver Perception–Brake Times. Transportation Human Factors, Vol. 2, pp. 195–216. Greenland, S., and D. C. Thomas. 1982. On the Need for the Rare Disease Assumption in Case-Control Studies. American Journal of Epidemiology, Vol. 116, No. 3, pp. 547–553. Gold, J. I., and M. N. Shadlen. 2007. The Neural Basis of Decision Making. Annual Review of Neuroscience, Vol. 30, pp. 535–574. Hancock, P. A., and M. P. Manser. 1997. Time-to-Contact: More Than Tau Alone. Ecological Psychology, Vol. 9, pp. 265–297. Hickman, J. S., R. J. Hanowski, and J. Bocanegra. 2010. Distraction in Commercial Trucks and Buses: Assessing Prevalence and Risk in Con- junction with Crashes and Near-Crashes. FMCSA-RRR-10-049. Federal Motor Carrier Safety Administration, U.S. Department of Transportation. Hickman, J. S., R. R. Knipling, R. J. Hanowski, D. M. Wiegand, R. E. Inderbitzen, and G. Bergoffen. 2007. CTBSSP Synthesis 11: Impact of Behavior-Based Safety Techniques on Commercial Motor Vehicle Drivers. Transportation Research Board of the National Academies, Washington, D.C. International Road Traffic Accident Database (IRTAD) Group. 2011. Reporting on Serious Road Traffic Casualties: Combining and Using Different Data Sources to Improve Understanding of Non-Fatal Road Traffic Crashes. OECD/International Transport Forum, Paris. Jonasson, J. K., and H. Rootzén. 2014. Internal Validation of Near-Crashes in Naturalistic Driving Studies: A Continuous and Multivariate Approach. Accident Analysis & Prevention, Vol. 62, pp. 102–109. Kiefer, R. J., C. A. Flannagan, and C. J. Jerome. 2006. Time-to-Collision Judgements Under Realistic Driving Conditions. Human Factors, Vol. 48, No. 2, pp. 334–345. Kiefer, R., D. LeBlanc, and C. Flannagan. 2005. Developing an Inverse Time-to-Collision Crash Alert Timing Approach Based on Drivers’ Last-Second Braking and Steering Judgments. Accident Analysis & Prevention, Vol. 37, pp. 295–303. Klauer, S. G., T. A. Dingus, V. L. Neale, J. D. Sudweeks, and D. J. Ramsey. 2006. The Impact of Driver Inattention on Near-Crash/Crash Risk: An Analysis Using the 100-Car Naturalistic Driving Study Data. National Highway Traffic Safety Administration, U.S. Department of Transportation. Klauer, S. G., F. Guo, B. G. Simons-Morton, M. C. Ouimet, S. E. Lee, and T. A. Dingus. 2014. Distracted Driving and Risk of Road Crashes Among Novice and Experienced Drivers. New England Journal of Medicine, Vol. 370, No. 1, pp. 54–59. Klauer, S., F. Guo, J. Sudweeks, and T. A. Dingus. 2010. An Analysis of Driver Inattention Using a Case-Crossover Approach on 100-Car Data. Report DOT HS 811 334. U.S. Department of Transportation. Kononen, D. W., C. A. C. Flannagan, and S. C. Wang. 2011. Identification and Validation of a Logistic Regression Model for Predicting Serious Injuries Associated with Motor Vehicle Crashes. Accident Analysis & Prevention, Vol. 43, pp. 112–122. Kullgren, A. 2008. Dose-Response Models and EDR Data for Assess- ment of Injury Risk and Effectiveness of Safety Systems. Presented at the International Research Council on the Biomechanics of Injury (IRCOBI) Conference, Bern, Switzerland. Kusano, K., and H. Gabler. 2010. Potential Occupant Injury Reduction in Pre-Crash System Equipped Vehicles in the Striking Vehicle of Rear-End Crashes. Annals of Advances in Automotive Medicine, Vol. 54, pp. 203–214. Kusano, K. D., and H. C. Gabler. 2012. Safety Benefits of Forward Colli- sion Warning, Brake Assist, and Autonomous Braking Systems in Rear-End Collisions. IEEE Transactions on Intelligent Transportation Systems, Vol. 13, No. 4, pp. 1546–1555. Lamble, D., M. Laakso, and H. Summala. 1999. Detection Thresholds in Car Following Situations and Peripheral Vision: Implications for Positioning of Visually Demanding In-Car Displays. Ergonomics, Vol. 42, No. 6, pp. 807–815. Land, M. F. 2006. Eye Movements and the Control of Actions in Every- day Life. Progress in Retinal and Eye Research, Vol. 25, pp. 296–324. Land, M. F., and D. N. Lee. 1994. Where We Look When We Steer. Nature, Vol. 369, pp. 742–744. Larish, J. F., and J. M. Flach. 1990. Sources of Optical Information Useful for Perception of Speed of Rectilinear Self-Motion. Journal of Exper- imental Psychology: Human Perception and Performance, Vol. 16, pp. 295–302. Lee, D. N. 1976. A Theory of Visual Control of Braking Based on Infor- mation About Time-to-Collision. Perception, Vol. 5, pp. 437–459. Lee, D. N., and P. E. Reddish. 1981. Plummeting Gannets: A Paradigm of Ecological Optics. Nature, Vol. 293, pp. 293–294. Lee, J. D., J. Moeckli, T. Brown, S. C. Roberts, T. Victor, D. Marshall, C. Schwarz, and E. Nadler. Submitted. Detection of Driver Dis-

115 traction Using Vision-Based Algorithms. 23rd Enhanced Safety of Vehicles (ESV) Conference. Paper No. 11-0322. Liang, Y. 2009. Detecting Distraction. PhD dissertation. University of Iowa, Department of Industrial Engineering, Iowa City, Iowa. http://ir.uiowa.edu/etd/248/. Liang, Y., J. D. Lee, and L. Yekhshatyan. 2012. How Dangerous Is Looking Away from the Road? Algorithms Predict Crash Risk from Glance Patterns in Naturalistic Driving. Human Factors: The Journal of the Human Factors and Ergonomics Society, June 15, 2012. Liebermann, D. G., G. Ben David, N. Schweitzer, Y. Apter, and A. Parush. 2007. A Field Study on Braking Responses During Driving: I. Trig- gering and Modulation. Ergonomics, Vol. 38, No. 9, pp. 1894–1902. Markkula, G. 2014. Modeling Driver Control Behavior in Both Routine and Near-Accident Driving. Presented at 2014 International Annual Meeting of the Human Factors and Ergonomic Society (HFES), Chicago, Ill., October 27–31, 2014. McLaughlin, S., J. Hankey, and T. Dingus. 2008. A Method for Evaluat- ing Collision Avoidance Systems Using Naturalistic Driving Data. Accident Analysis & Prevention, Vol. 40, pp. 8–16. McLeod, R., and H. Ross. 1983. Optic-Flow and Cognitive Factors in Time-to-Collision Estimates. Perception, Vol. 12, pp. 417–423. Muttart, J. W., D. L. Fisher, M. Knodler, and A. Pollatsek. 2007. Driving Without a Clue: Evaluation of Driver Simulator Performance Dur- ing Hands-Free Cell Phone Operation in a Work Zone. In Transpor- tation Research Record: Journal of the Transportation Research Board, No. 2018, Transportation Research Board of the National Acade- mies, Washington, D.C., pp. 9–14. Najm, W. G., B. Sen, J. D. Smith, and B. N. Campbell. 2003. Analysis of Light Vehicle Crashes and Precrash Scenarios Based on the 2000 General Estimates System. DOT-VNTSC-NHTSA-02-04, DOT HS 809 573. National Highway Traffic Safety Administration. Najm, W. G., and D. L. Smith. 2004. Modeling Driver Response to Lead Vehicle Decelerating. Report No. 2004-01-0171. Federal Highway Administration. Najm, W. G., and J. D. Smith. 2007. Development of Crash Imminent Test Scenarios for Integrated Vehicle-Based Safety Systems (IVBSS). DOT- VNTSC-NHTSA-07-01, DOT HS 810 757. National Highway Traffic Safety Administration. Nance, M. L., M. R. Elliott, K. B. Arbogast, F. K. Winston, and D. R. Durbin. 2006. Delta V as a Predictor of Significant Injury for Children Involved in Frontal Motor Vehicle Crashes. Annals of Surgery, Vol. 243, pp. 121–125. NASS-CDS. 2013. National Automotive Sampling System–Crashworthiness Data System. National Highway Traffic Safety Administration. http:// www.nhtsa.gov/NASS. NHTSA. 2010a. Overview of the National Highway Traffic Safety Admin- istration’s Driver Distraction Program. DOT HS 811 299. NHTSA. 2010b. Distracted Driving 2009. Traffic Safety Facts: Research Note. DOT HS 811 379. NHTSA. 2010c. National Automotive Sampling System–Crashworthiness Data System Coding and Editing Manual. DOT HS 811 531. NHTSA. 2013. Distraction Detection Algorithm Evaluation. Traffic Safety Facts: Vehicle Safety Research Notes. DOT HS 811 548. Olson, R. L., R. J. Hanowski, J. S. Hickman, and J. Bocanegra. 2009. Driver Distraction in Commercial Vehicle Operations. Report No. FMCSA- RRR-09-042. Federal Motor Carrier Safety Administration, U.S. Department of Transportation. Proudlock, F. A., and I. Gottlob. 2007. Physiology and Pathology of Eye-Head Coordination. Progress in Retinal and Eye Research, Vol. 26, pp. 486–515. Purcell, B. A., R. P. Heitz, J. Y. Cohen, J. D. Schall, G. D. Logan, and T. J. Palmeri. 2010. Neurally Constrained Modeling of Perceptual Decision Making. Psychological Review, Vol. 117, No. 4, pp. 1113–1143. Ratcliff, R., and D. Strayer. 2013. Modeling Simple Driving Tasks with a One-Boundary Diffusion Model. Psychonomic Bulletin and Review, Vol. 21, No. 3, pp. 577–589. Ratcliff, R., and H. P. A. Van Dongen. 2011. Diffusion Model for One- Choice Reaction-Time Tasks and the Cognitive Effects of Sleep Deprivation. Proceedings of the National Academy of Sciences, Vol. 108, No. 27, pp. 11285–11290. Regan, M. A., J. D. Lee, and K. L. Young (eds.). 2008. Driver Distraction Theory, Effects, and Mitigation. CRC Press, Boca Raton, Fla. Regan, M. A., T. W. Victor, J. D. Lee, and K. L. Young. 2008. Driver Dis- traction Injury Prevention Countermeasures: Part 3. In Driver Dis- traction Theory, Effects, and Mitigation (M. A. Regan, J. D. Lee, and K. L. Young, eds.). CRC Press, Boca Raton, Fla. Rootzén, H., and D. Zholud. Submitted 2014. Tail Estimation for Window Censored Processes. http://www.zholud.com/articles/ Tail-estimation-for-window-censored-processes.pdf. Rothman, K. J. 2012. Epidemiology: An Introduction. Oxford University Press, New York. Schiff, W., and J. Detwiler. 1979. Information Used in Judging Impend- ing Collision. Perception, Vol. 8, pp. 647–658. Senders, J. W., A. B. Kristofferson, W. H. Levison, C. W. Dietrich, and J. L. Ward. 1967. The Attentional Demand of Automobile Driving. Techni- cal Report No. 1482. Bolt, Beranek, and Newman, Inc., Cambridge, Mass. Smith, M., J. Flach, S. Dittman, and T. Stanard. 2001. Monocular Optical Constraints on Collision Control. Journal of Experimental Psychology: Human Perception and Performance, Vol. 27, pp. 395–410. Strayer, D. L., and F. A. Drews. 2004. Profiles in Driver Distraction: Effects of Cell Phone Conversations on Younger and Older Drivers. Human Factors, Vol. 46, No. 4, pp. 640–649. Strayer, D. L., F. A. Drews, and D. J. Crouch. 2006. A Comparison of the Cell Phone Driver and the Drunk Driver. Human Factors, Vol. 48, No. 2, pp. 381–391. Strayer, D. L., F. A. Drews, and W. A. Johnston. 2003. Cell Phone Induced Failures of Visual Attention During Simulated Driving. Journal of Experimental Psychology: Applied, Vol. 9, pp. 23–52. Strayer, D. L., and W. A. Johnston. 2001. Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Phone. Psychological Science, Vol. 12, pp. 462–466. Sugimoto, Y., and C. Sauer. 2005. Effectiveness Estimation Method for Advanced Driver Assistance System and Its Application to Collision Mitigation Brake System. Proc., 19th International Technical Con- ference on the Enhanced Safety of Vehicles (Paper No. 05-0148), Washington, D.C. Theeuwes, J., and H. Godthelp. 1995. Self-Explaining Roads. Safety Science, Vol. 19, pp. 217–225. Tijerina, L., F. S. Barickman, and E. N. Mazzae. 2004. Driver Eye Glance Behavior During Car Following. DOT HS 809 723. National Highway Traffic Safety Administration. Toole, L. M., R. L. Hanowski, T. Smith-Jackson, and W. Winchester. 2013. Towards Understanding Mobile Device Use in Commercial Motor Vehicle Drivers: Can Interaction Improve Performance? Presented at 3rd International Conference on Driver Distraction and Inattention, Gothenburg, Sweden. Viano, D. C., and C. S. Parenteau. 2010. Ejection and Severe Injury Risks by Crash Type and Belt Use with a Focus on Rear Impacts. Traffic Injury Prevention, Vol. 11, No. 1, pp. 79–86.

116 Victor, T. 2010. The Victor and Larsson (2010) Distraction Detection Algorithm and Warning Strategy. Project Report for Distraction Detection and Mitigation Through Driver Feedback. National Advanced Driving Simulator. National Highway Traffic Safety Administration Contract No. DTNH22-06-D-00043 TO 3. Victor, T. 2005. Keeping Eye and Mind on the Road. Digital Comprehen- sive Summaries of Uppsala Dissertations from the Faculty of Social Sciences 9. Acta Universitatis Upsaliensis, Uppsala, Sweden. Victor, T., and M. Dozza. 2011. Timing Matters: Visual Behaviour and Crash Risk in the 100-Car Online Data. Presented at 2nd Inter- national Conference on Driver Distraction and Inattention, Gothenburg, Sweden. http://www.chalmers.se/safer/ddi2011-en/. Victor, T., M. Dozza, and J. D. Lee. Forthcoming. Timing Matters: Dis- traction, Glances, and Crash Risk. Victor, T. W., J. Engström, and J. L. Harbluk. 2009. Distraction Detec- tion Methods Based on Visual Behavior and Event Detection. In Driver Distraction Theory, Effects, and Mitigation (M. A. Regan, J. D. Lee and K. L. Young, eds.). CRC Press, Taylor & Francis Group, Boca Raton, Fla. Victor, T., J. Hickman, M. Camden, J. Jarlengrip, C. Larsson, J. Morgan, S. Tidwell, and L. Toole. 2011. Driver Distraction: An Inattention- Mitigation Component for Behavior-Based Safety Programs in Com- mercial Vehicle Operations (IM-BBS). NTRCI-50-2011-023. National Transportation Research Center, Incorporated, University Trans- portation Center, Knoxville, Tenn. http://ntrci.org/Uploads/Files/ ResearchReports/U34-Driver%20Distraction%20An%20Inattention- Mitigation%20Component%20for%20Behavior-Based%20Safety %20Programs%20in%20Commercial%20Vehicle%20Operation.pdf. Wahde, M. 2008. Biologically Inspired Optimization Methods. WIT Press, Southampton, United Kingdom. Wu, K.-F., and P. P. Jovanis. 2012. Crashes and Crash-Surrogate Events: Exploratory Modeling with Naturalistic Driving Data. Accident Analy sis & Prevention, Vol. 45, pp. 507–516. Yates, T., M. Harris, and P. Rock. 2004. Ideal Deceleration: A Flexible Alternative to Tau-Dot in the Control of Braking. Perception (Suppl), Vol. 33, p. 172. Yilmaz, E. H., and W. H. Warren. 1995. Visual Control of Braking: A Test of the Tau Hypothesis. Journal of Experimental Psychology: Human Perception and Performance. Vol. 21, No. 5, pp. 996–1014. Young, R. A. 2013. Drowsy Driving Increases Severity of Safety-Critical Events and Is Decreased by Cell Phone Conversation. Presented at 3rd International Conference on Driver Distraction and Inatten- tion, Gothenburg, Sweden. Zwahlen, H. T., C. Adams, and D. DeBald. 1988. Safety Aspects of CRT Touch Panel Controls in Automobiles. In Vision in Vehicles II (A. G. Gale et al., eds.). North-Holland, Amsterdam, pp. 335–344.