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Development and Evaluation of Driver Response Time Predictors Based upon Meta Analysis
Technical Paper
2003-01-0885
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
The goal of this research was to develop mathematical equations that would estimate the response times of drivers in various situations. This research involved two studies.
The first study involved the development of a series of equations that predict driver response times [DRTs]. Compiling a database of over 130 studies that measured DRT and coding for over 20 methodology and substantive variables was the source from which the equations were developed. Multiple Stepwise Linear Regression analysis was performed on the database. The analysis produced an empirical equation that revealed which variables and methods were statistically significant predictors of DRTs. The analysis showed that when all research data was analyzed together an accurate predictor could not be developed. However, when the database was divided into smaller sets based upon where the target emerged, empirical equations were developed. Each of six equations reached statistical significance.
The second study compared the prediction results of the equations from the first study, to the results obtained from time/position analysis of the video record of actual traffic incidents at an intersection in Kentucky. The meaning, limitations and significance of the analysis results are discussed and compared to previously published prediction models.
The equations predicted response times within ½ of a second 74 percent of the time, and within ¾ of a second 90 percent of the time.
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Citation
Muttart, J., "Development and Evaluation of Driver Response Time Predictors Based upon Meta Analysis," SAE Technical Paper 2003-01-0885, 2003, https://doi.org/10.4271/2003-01-0885.Also In
Accident Reconstruction from the SAE 2003 World Congress on CD-ROM
Number: SP-1773CD; Published: 2003-03-03
Number: SP-1773CD; Published: 2003-03-03
SAE 2003 Transactions Journal of Passenger Cars - Mechanical Systems
Number: V112-6; Published: 2004-09-15
Number: V112-6; Published: 2004-09-15
References
- Alm, H. Nilsson, L. 1991 Changes in driver behavior as a function of hands free mobile telephones: A simulator study. NTIS No. PB92-153188 Linoping, Sweden National Technical Information
- American Association of State Highway and Transportation Officials 2001 A policy on the geometric design of highways and streets Washington, D.C.
- Barrett, G. Kobayashi, M. Fox, B. H. 1968 Feasibility of studying driver reaction to sudden pedestrian emergencies in an automobile simulator Human Factors 10 19 26
- Bartram, D. Banerji, N. Rothwell, D. Smith, P. 1985 Task Parameters Affecting Individual Differences in Pursuit and Compensatory Tracking Performance Ergonomics 28 1633 1652
- Baxter, A. T. 1995 An Examination of driver reaction times Lancaster, PA Proceedings of the 1995 Joint Seminar of the NATARI, NAPARS, MATAI, & NJAAR
- Berry, W. D. Feldman, S. 1985 Multiple Regression in Practice Beverly Hills, CA Safe Publishing
- Bhise, V. D. Farber, E. I. Saunby, C. S. Troell, G. M. Walunas, J. B. Bernstein, A. 1977 Modeling vision with headlights in a systems context (Paper number 770238) Warrendale, PA Society of Automotive Engineers
- Bhise, V. D. McMahan, P. B. Farber, E. I. 1976 Predicting target detection distance with headlights Washington, D.C. Annual Meeting of the Transportation Research Board
- Blaauw, G.J. 1985 Vehicle Guidance by Delineation Systems at Night Ergonomics 28 12 1601 1615
- Blanco, M. Hankey, J. M. Dingus, T. A. 2001 Evaluating new technologies to enhance vision by looking at detection and recognition distances of non-motorists and objects Proceedings of the Human factors and Ergonomics Society 45 th Annual Meeting 1612 1616
- Broen, N. L. Chiang, D. P. 1996 Braking response times for 100 drivers in the avoidance of an unexpected obstacle as measured in a driving simulator Proceedings of the Human Factors and Ergonomics Society 40th Annual Meeting 900
- Brooks, A. Lenneman, J. George-Maletta, K. Hunter D. R. Green, P. 1998 Preliminary examinations of the time to read electronic maps: The effects of text and graphic characteristics. NTIS No. PB99-154544 Springfield, VA National Technical Information Service
- Brown, T. L. 2000 Modeling driver performance: The effects of rear-end collision warning algorithms University of Iowa Iowa City, IA
- Brown, T. L. Lee, J. D. Hoffman, J. 2001 The effect of rear-end collision warning on on-going response Proceedings of the Human Factors and Ergonomics Society 45th Annual Meeting 1646 1650
- Bundensen, C. 1990 A Theory of Visual Attention Psychological Review 97 523 547
- Cameron, D.L. 1995 Color-specificity to enhance identification of rear lights Perceptual and Motor Skills 80 755 769
- Cation, W. L. Mount, G. E. Brenner, R. 1951 Variability of reaction time and susceptibility to automobile accidents Journal of Applied Psychology 35 101 107
- Chang, M. S. Messer, C. J. Santiago, A. J. 1985 Timing traffic signal change intervals based on driver behavior TRB Research Record 1027 20 30
- Cohen, A. S. 1987 The latency of simple reaction on highways: A field study Public Health Reviews 15 291 308
- Cohen, T. 1997 Engineered visibility warning signals: Tests of time to react, detectability, identifiability and salience NTIS No. PB97-146906 Washington, D.C. Transportation Research Board/IDEA Program
- Crawford, A. 1963 The perception of light signals: The effect of mixing flashing and steady irrelevant lights Ergonomics 287 294
- Creaser, J.I. Edwards, K. L. Uggerslev, K. L. Caird, J. K. 2001 Detection of cars and pedestrians while making left turn decisions Proceedings of the Human Factors and Ergonomics Society 40th Annual Meeting 1607 1611
- Crook, T. H. West, R. L. Larrabee, G. J. 1993 The driving-reaction time test: Assessing age declines in dual-task performance Developmental Neuropsychology 9 31 39
- Currie, L. 1969 The perception of danger in a simulated driving task Ergonomics 12 841 849
- Davis (Ben-David), G. Schweitzer, N. Parush, A. Liebermann, D. 1991 Measurement of the minimum reaction time for braking of vehicles Jerusalem Israeli Ministry of Transportation
- Davis, B. T. Watts, J. M. 1969 Preliminary investigation of movement time between brake and accelerator pedals in automobiles Human Factors 11 407 410
- Dewar, R. E. Olson, P. L. 2002 Human Factors in Traffic Safety Tucson, AZ Lawyers & Judges Publishing Company, Inc.
- Evans, L. Rothery, R. 1974 Detection of the sign of relative motion when following a vehicle Human Factors 16 161 173
- Fambro, D. Koppa, R. J. Picha, D. L. Fitzpatrick, K. 1998 Driver perception-brake response in stopping sight distance situations Transportation Research Record 1628 Washington, DC National Academy Press
- Fisher, A. J. Hall, R. R. 1978 The effect of presence lights on the detection of change of vehicle headway Australian Road Research 8 2 13 16
- Fitzpatrick, K. Krammes, R. A. Fambro, D. B. 1997 Design speed, operating speed and posted speed relationship ITE Journal 67 12 52 59
- Flannagan, M. J. Sivak, M. Traube, E. C. Aoki, M. 1995 Effects of foreground illumination, wet pavement, and driver age on pedestrian detection distance UMTRI Report No. UMTRI-95- 23 Ann Arbor, MI University of Michigan Transportation Research Institute
- Fugger, T. F. Wobock, J. L. Randles, B. C. Stein, A. C. Whiting, W. C. 2001 Driver characteristics at signal-controlled intersections SAE Paper No. 2001-01-0045 Warrendale, PA Society of Automotive Engineers
- Gotlin, R. S. Sherman, A. L. Sierra, N. Kelly, M. Scott, W. N. 2000 Measurement of brake response time after right anterior cruciate ligament reconstruction, Arthroscopy The Journal of Arthroscopic and Related Surgery 16 151 155
- Goudie, D. W. Bowler, J. J. Brown, C. A. Heinrichs, B. E. Siegmund, G. P. 1995 Tire friction during locked wheel braking SAE Paper No. 2000-01-1314 Warrendale, PA Society of Automotive Engineers
- Graham, J. R. King, L. E. Naylor, D. Blakley, S. 1995 Intersection design decision/reaction times for older drivers NTIS No. PB96-139332 Springfield, VA Federal Highway Administration
- Green, M. 2000 “How long does it take to stop?” Methodological analysis of driver perception-brake times, Transportation Human factors 2 195 216
- Gundy, C. 1992 The influence of the complexity and modality of driver route information on the detection of visual stimuli during a simulated driving task: a critical evaluation and re-analysis NTIS paper No. PB92-202969 Springfield, VA National Technical Information Service
- Hancock, P. A. Wulf, G. Thom, D. Fassnacht, P. 1990 Driver workload during differing driving maneuvers Accident Analysis and Prevention 22 281 290
- Hankey, J. M. McGehee D. V. Dingus, T. A. Mazzae, E. N. Garrott, W. R. 1996 Initial driver avoidance behavior and reaction time to an unalerted intersection incursion Proceedings of the Human Factors and Ergonomics Society 40 th Annual Meeting
- Hanowski, R. J. Dingus, T. A. Gallagher, J. P. Kieliszewski, C. A. Neale, V. L. 1999 Transportation Human Factors 1 91 106
- Harms, L. 1990 Subjects task performance, speed and cognitive load as a function of task demands in driving simulation TRI No. 355A Linkoping, Sweeden Traffic Research Institute
- Hau, R. Csongvay, S. Bartlett, J. 2000 Driving reaction time after right knee arthroscopy Knee Surgery, Sports Traumatology, Arthroscopy 8 89 92
- Hazlett, R. D. Allen, M. J. 1967 The ability to see a pedestrian at night: The effects of clothing, reflectorization and driver intoxication American Journal of Optometry 246 258
- Helmers, G. Flannagan, M. J. Sivak, M. Owens, D. A. Battle, D. Sato, T. 1992 Response times using flat, convex and multiradius rearview mirrors NTIS Technical Paper No. PB92-203561 Springfield, VA National Technical Information Service
- Hills, B. L. 1975 Visibility under night driving conditions Vermont South, Victoria Australian Road Research Board
- Holahan, C. J. 1977 Effects of visual distraction on reaction time in simulated traffic environment Austin, TX Council for Advanced Transportation Studies
- Hooper, K. G. McGee, H. W. 1983 Driver perception-reaction time: Are revisions to current specification values in order? TRB Research Record 904 23 Washington, D.C. National Research Council
- Huntley, M. S. Kirk, R. S. 1972 Influences of alcohol on emergency control-reaction times and brake pressure modulation during automobile driving Human factors Society 16 th Annual Proceedings
- Insurance Institute for Highway Safety 2000 Advanced driving simulator is costly, value is questioned Status Report 35 9 4 5
- Israeli Ministry of Transportation 1991 Measurement of the minimum reaction time for braking of vehicles Jerusalem Ben-David, G. Schweitzer, N. Parush, A. Liebermann, D.
- Johansson, G. Rumar, K. 1971 Driver' brake reaction times Human Factors 13 23 27
- Johnson, D. H. 2001 Three Objections to databases answered APS Observer 14 9 5 7
- Kane, M. J. Pearce, K. D. Hancock, P. A. Scallen, S. F. Heniff, C. B. 1999 Investigating differences in driver accident involvement: the influence of perceptual motor competence, competitive athletics, and gender University of Minnesota, Human Factors Research Laboratory
- Kloeppel, E. Peters, R. D. James, C. Fox, J. E. Alicandri, E. 1995 Comparison of older and younger driver responses to emergency driving events NTIS Publication No. PB95-270997 Springfield, VA National Highway Administration
- Koppa, R. J. Fambro, D. B. Zimmer, R. A. 1996 Immediate and long-term effects of glare from following vehicles on target detection in driving simulator Human Performance, driving simulation, information systems, and older drivers (Transportation Research Record 1550) Washington, D.C. National Academy Press
- Lamble, D. Kauranen, T. Laasko, M. Summala, H. 1999 Cognitive load and detection thresholds in car following situations: safety implications for using mobile (cellular) telephones while driving Accident Analysis and Prevention 31 617 623
- Langham, M. 2000 Warning: Psychologists at work; hazardous conclusions possible Internet article Brighton, UK University of Sussex
- Laurell, H. Lisper, H. O. 1978 A validation of subsidiary reaction time against detection of roadside obstacles during prolonged driving Ergonomics 21 81 88
- Lechner, D. Malaterre, G. 1991 Emergency maneuver experimentation using a driving simulator SAE Paper No. 910016 Warrendale, PA Society of Automotive Engineers
- Lee, J. D. Caven, B. Haake, S. Brown, T. L. 2000 Speech-based interaction with in-vehicle computers: The effect of speech-based e-mail on driver's attention to the roadway University of Iowa Iowa City, Iowa Cognitive Systems Laboratory
- Lee, J. McGehee, D. V. Dingus, T. A. Wilson, T. 1997 Collision avoidance behavior of unalerted drivers using a front-to-rear-end collision warning display on the Iowa driving simulator Overton J. Human Performance in Intelligent Transportation Systems, Information Systems, and Highway Design and Older Drivers , (Transportation Research Record No. 1573 1 7 Washington, D. C. National Academy Press
- Lee, J. D. Ries, M. L. McGehee, D. V. Brown, T. L. Perel, M. 2000 Can collision warning systems mitigate distraction due to in-vehicle devices? University of Iowa Iowa City, Iowa Cognitive Systems Laboratory, Department of Industrial Engineering
- Lerner, N. D. Harpster, J. L. Huey, R. W. Steinberg, G. V. 1997 Driver backing-behavior research implications for backup warning devices Overton J. Human Performance in Intelligent Transportation Systems, Information Systems, and Highway Design and Older Drivers Transportation Research Record No. 1573 23 29 Washington, D. C. National Academy Press
- Lerner, N. D. Huey, R. W. McGee, H. Sullivan, A. 1996 Older driver DRT for intersection sight distance and object detection Accident Investigation Quarterly 9 20 36
- Liebermann, D. G. Ben-David, G. Schweitzer, N. Apter, Y. Parush, A. 1995 A field study on braking responses during driving. I. Triggering and modulation Ergonomics 38 1894 1902
- Lings, S. 1991 Assessing driving capability: A method for individual testing Applied Ergonomics 22 75 84
- Lisper, H. O. Dureman, I. Ericsson, S. Karlsson, N. G. 1967 Effects of prolonged driving upon subsidiary serial reaction time Uppsala, Sweeden University of Uppsala
- Luoma, J. Flannagan, M. J. Sivak, M. Aoki, M. Traube, E. C. 1995 ) Effects of turn-signal color on reaction times to brake signals Ann Arbor, MI National Technical Information Service UMTRI-95-5, PB95-192266
- Marmolin, H. Lisper, H. O. 1973 Reaction time of night vision ability University of Uppsala Report No. 158 Uppsala, Sweden Department of Psychology, University of Uppsala
- Martens, M. H. van Winsum, W. 2000 Measuring distraction: the peripheral detection task, Soesterberg The Netherlands TNO Human Factors
- Mazzae, E. N. Barickman, F. Baldwin, G. H. S. Forkenbrock, G. 1999 Driver crash avoidance behavior with ABS in an intersection incursion scenario on dry versus wet pavement SAE Paper No. 1999-01-1288 Warrendale, PA Society of Automotive Engineers
- Mazzae, E. N. Baldwin, G. H. S. McGehee, D. V. 1999 Driver crash avoidance behavior with ABS in an intersection incursion scenario on the Iowa driving simulator SAE paper No. 1999-01-1290 Warrendale, PA Society of Automotive Engineers
- McGehee, D. V. Brown, T. L. Wilson, T. B. Burns, M. 1998 Examination of driver's collision avoidance behavior in a lead vehicle stopped scenario using a front-to-rear-end collision warning system Contract DTNH22-93-C-07326 Washington, D.C. National Highway Traffic safety Administration
- McGehee, D. V. Dingus, T. A. Horowitz, A. D. 1992 The potential value of a front-to-rear-end collision warning system based on factors of driver behavior, visual perception and brake reaction time Proceedings of the Human Factors Society 36 th Annual Meeting 1003 1005
- McGehee, D. V. Mazzae, E. N. Baldwin, G. H. S. 2000 Driver reaction time in crash avoidance research: validation of a driving simulator study on a test track Proceedings of the international Ergonomics Association 2000 Conference
- McKnight, J. McKnight, A. S. 1991 The effect of cellular phone use upon driver attention Landover, MD AAA Foundation for Traffic safety
- McKnight, J. A. Shinar, D. 1992 Brake reaction time to center high-mounted stop lamps on vans and trucks Human Factors 34 205 213
- Mitchell, J. F. 2001 International Guide Book for Traffic Accident Reconstruction Barrie, Ontario New World Publishing
- Moberly, N. J. Langham, M. 2000 Pedestrian conspicuity at night: a case for biological motion? Falmer, Brighton, UK School of Cognition & Computing Sciences, University of Sussex
- Morrison, R. W. Swope, J. G. Halcomb, C. G. 1986 Movement time and brake pedal placement Human Factors 28 241 246
- Mortimer, R. G. 1996 The effect of expectancy on visibility in night driving Proceedings of the Human Factors and Ergonomics Society 40th Annual Meeting 506 510
- Mortimer, R. G. Domas, P. A. 1974 Effects on drivers' response times and errors of some malfunctions in automobile lighting systems SAE Paper No. 741000 Warrendale, PA Society of Automotive Engineers
- Moskowitz, H. 1973 A marihuana dose response study of performance in a driving simulator International Conference on Driving Behavior Zurich, Switzerland
- Moskowitz, H. Sharma, S. 1974 Effects of alcohol on peripheral vision as a function of attention Human Factors 16 174 180
- Mourant, R. R. Rockwell, T. H. 1972 Strategies of Visual Search by Novice and Experienced Drivers Human Factors 14 325 335
- Mussa, R. N. Newton, C. J. Matthias, J. S. Sadalla, E. K. Burns, E. K. 1996 ). Simulator Evaluation of green and flashing amber signal phasing “Human Performance, driving simulation, information systems, and older drivers.” Arizona State University Transportation Research Record 1550 23 29 Washington, D. C. National Academy
- Muttart, J. W. 2000 Effects of Retroreflective Material upon Pedestrian Recognition at Night Accident Reconstruction Journal 11 51 57
- Muttart, J. W. 1996 Evaluation of the Perception-Response Performance to a vehicle entering from a side street University of Iowa
- Muttart, J. W. 2001 Evaluation of the influence of several variables upon driver perception response times, York, England Proceedings of the 5 th International Conference of the Institute of Traffic Accident Investigators 116 129
- Muttart, J. W. 2002 Responses of Subjects during testing at the Washington Association of Technical Accident Investigators 2001 Annual Meeting
- Naylor, D. W. Graham, J. R. 1997 Intersection design and decision-reaction time for older drivers Overton J. Human Performance in Intelligent Transportation Systems, Information Systems, and Highway Design and Older Drivers Transportation Research Record No. 1573 68 71 Washington, D. C. National Academy Press
- Nilsson, L. Alm, H. 1991 Effects of mobile telephone use on elderly drivers' behavior - including comparisons to young drivers' behavior NTIS No. PB92-153170 Linkoping, Sweden
- Olson, P. L. Sivak, M. 1986 Perception-response time to unexpected roadway hazards Human Factors 28 91 96
- Olson, P. 1987 Visibility problems in nighttime driving SAE Paper No. 870600 Warrendale, PA Society of Automotive Engineers
- Olson, P. L. 1989 Driver perception response time SAE paper No. 890731 Warrendale, PA Society of Automotive Engineers
- Olson, P. L. 1996 Forensic Aspects of Driver Perception and Response Tucson, AZ Lawyers & Judges Publishing Company, Inc.
- Olsson, S. Burns, P. C. 2000 Measuring driver Visual distraction with a peripheral detection task Department of Education and Psychology, Linkoping University Sweden
- Otto, W. M. Otto, C. L. Overton, R. K. 1980 Response characteristics of motorcycle riders to a complex emergency situation Washington, D. C. International Motorcycle Safety Conference Proceedings IV
- Parkes, A. Hooijmeijer, V. 2000 The influence of the use of mobile phones on driver situation awareness Cawthorne, England Transport Research laboratory
- Pedhazur, E. J. 1982 Multiple Regression in Behavioral Research: Explanation and Prediction ( 2nd ed.) New York CBS College Publishing
- Petersen, H. E. Dugas, D. J. 1972 The relative importance of contrast and motion in visual detection Human Factors 14 207 216
- Phelps, N. R. Dunne, M. C. 2001 Factors that influence driver reaction times on a PC-based test Proceedings of the 2001 Annual Conference of the Institute of Traffic Accident Investigators 109 115
- Quimby, A. R. Watts, G. R. 1981 Human factors and driving performance NTIS No. PB82-142001 Springfield, VA National Technical Information Service
- Rafaelsen, O. J. Bech, P. Christiansen, J. Christrup, H. Nyboe, J. Rafaelsen, L. 1973 Cannabis and alcohol: Effects on simulated car driving Science 179 4076 920 923
- Ranney, T. A. Simmons, L. A. 1992 The effects of age and target location uncertainty on decision making in a simulated driving task Proceedings of the Human Factors and Ergonomics Society 36th Annual Meeting 166 170
- Ranney, T. A. Masolonis, A. J. Simmons, L. A. 1996 Immediate and long-term effects of glare from following vehicles on target detection in driving simulator Human Performance, driving simulation, information systems, and older drivers (Transportation Research Record 1550) Washington, D.C. National Academy Press
- Ranney, T. A. Simmons, L. A. Masalonis, A. J. 1999 Prolonged exposure to glare and driving time: effects on performance in a driving simulator Accident Analysis & Prevention 31 601 610
- Rasanen M. Summala, H. 1998 Attention and expectation problems in bicycle-car collisions: An in-depth study Accident Analysis and Prevention 30 657 666
- Rice, R. S. Dell'Amico, F. Rasmussen, R. E. 1976 Automobile driver characteristics and capabilities-The man-off-the-street SAE Paper No. 760777 Warrendale, PA Society of Automotive Engineers
- Sayer, J. R. Mefford, M. L. Flannagan, M. J. Sivak, M. 1996 Reaction time to center high-mounted stop lamps: effects of context, aspect ratio, intensity, and ambient illumination UMTRI Report No. UMTRI-96-3 Ann Arbor, MI University of Michigan Transportation Research Institute
- Schumann, J. Flannagan, M. J. Sivak, M. Traube, E. C. 1996 Daytime veiling glare and driver visual performance: Influence of windshield rake angle and dashboard reflectance Report No. UMTRI-96-13 Ann Arbor, MI University of Michigan Transportation Research Institute
- Schweitzer, N. Alter, Y. Ben-David, G. Liebermann, D. G. Parish, A. 1995 A field study on braking responses during driving. II. Minimum driver braking times Ergonomics 38 1903 1910
- Scott, P. A. Candler, P. D. Li, J. C. 1996 Stature and seat position as factors affecting fractionated response times in motor vehicle drivers Applied Ergonomics 27 411 416
- Sidaway, B. Fairweather, M. Sekiya, H. McNitt-Gray, J. 1996 Time-to-collision estimation is a simulated driving task Human Factors 38 101 113
- Sivak, M. Post, D. V. Olson, P. L. Donohue, R. J. 1981 Automobile rear lights: Effects of the number, mounting height, and lateral position on reaction times of following drivers Perceptual and Motor Skills 52 795 802
- Sivak, M. Olson, P. L. Farmer, K. M. 1981 High-mounted brake lights and behavior of following drivers. (UMTRI81-31) Ann Arbor, Michigan University of Michigan, Highway safety Research Institute
- Sivak, M. 1987 Driver reaction times in car-following situations Public Health Review 15 265 274
- Sivak M. Flannagan, M. J. Sato, T. Traube, E. C. Aoki, M. 1994 Reaction times to neon, LED, and fast incandescent brake lamps Ergonomics 37 989 994
- Sohn, S. Y. Stepleman, R. 1998 Meta-analysis on total braking time Ergonomics 41 1129 1140
- Southwestern Association of Technical Accident Investigators 1999 Research results for subjects who responded to mock skateboarders
- Srinivasan, R. Jovanis, P. P. 1997 Effect of selected in-vehicle route guidance systems on driver reaction times Human Factors 39 200 215
- Summala, H. 1981 Latencies in vehicle steering: Experimental studies on drivers' behavior on the road General Psychology Monographs
- Summala, H. 1981 Driver's steering reaction to a light stimulus on a dark road Ergonomics 24 125 131
- Summala, H. 2000 Commentary: Brake reaction times and driver behavior analysis Transportation Human Factors 2 217 226
- Summala, H. Koivisto, I. 1989 Unalerted drivers' brake reaction times: older drivers compensate for their slower reactions by driving more slowly Paris International Symposium on Driving Behavior in a Social Context
- Summala, H. Lamble, D. Laakso, M. 1998 Driving Experience and perception of the lead car's braking when looking at in-car targets Accident Analysis and Prevention 30 4 401 407
- Tabachnick, B. G. Fidell, L. S. 1996 Using multivariate statistics 3rd New York Harper Collins College Publishing
- Texas Association of Accident Reconstruction Specialists 2000 Response time results of subjects to traffic signals
- Tokunaga, R. A. Hagiwara, T. Kagaya, S. Onodera, Y. 2000 Cellular telephone conversation while driving Human Performance Driver Behavior, Road Design, and Intelligent Transportation Systems Transportation Research Record 1724, Paper No. 00-1480 1 6 Washington, CD National Academy Press
- Tornos, J. 1995 Effect of driving speed on reaction time during motorway driving Accident Analysis and Prevention 27 435 442
- Triggs, T. J. Harris, W. G. 1982 Reaction time of drivers to road stimuli HFR No. 12 Victoria, Australia Monash University, Human Factors Group
- Turner, J. D. Simons, C. J. Graham, J. R. 1997 High visibility clothing for daytime use in work zones Transportation Research Board Paper No. 970430 Washington, D. C. National Research Council
- Van Winsum, W. 1996 Speed Choice and Steering Behavior in Curve Driving Human Factors 38 434 441
- Van Winsum, W. 1998 Preferred time headway in car-following and individual differences in perceptual motor skills Perceptual and Motor Skills 87 863 873
- Vercruyssen, M. Foderberg, D. Williams, G. Hancock, P. A. 1996 Automobile braking response speed: Age differences and effects of collision warnings Proceedings of the 1996 Annual Meeting of ITS America 958 965
- Warner, H. D. Mace, K. C. 1974 Effects of platform fashion shoes on brake response times Applied Ergonomics 5 143 146
- Wierwille, W. W. Casali, J. G. Repa, B. S. 1983 Driver steering reaction time to abrupt-onset crosswinds, as measured in a moving-base driving simulator Human Factors 25 103 116
- Wiese, E. Lee, J. D. 2001 Effects of multiple auditory alerts for in-vehicle information systems on driver attitudes and performance Proceedings of the Human Factors and Ergonomics Society 45 th Annual Meeting 1632 1636
- Wolf, F. M. 1986 Meta-Analysis: Quantitative Methods for Research Synthesis Beverly Hill, CA Sage Publishing
- Wood, J. M. Troutbeck, R. 1994 Effect of visual impairment on driving Human Factors 34 3 476 487
- Wortman Mathias 1983 An evaluation of driver behavior at signalized intersections Tucson, AZ National Technical Information Service
- Wong, Y. D. Goth, P. K. 2000 Driver perception-response time for braking action during signal interval Road and Transport Research 9 17 26
- Yoo, H. Tsimhoni, O. Watanabe, H. Green, P. Shah, R. 1999 Display of HUD warnings to drivers: Determining an optimal location Technical report number UMTRI-99-9 Ann Arbor, MI University of Michigan, Transport Research Institute