Risk and safety perception on urban and rural roads: Effects of environmental features, driver age and risk sensitivity

References

• AAMI. Animal collisions on the rise in winter months. 2015. Available at: https://www.aami.com.au/media-centre/act-animal-collisions-rise-winter-months.html. Accessed September 27, 2016.
   Google Scholar
• Beanland V, Filtness AJ, Jeans R. Change detection in urban and rural driving scenes: Effects of target type and safety relevance on change blindness. Accid Anal Prev. 2017;100C:111–122.
   Web of Science ®Google Scholar
• Beirness DJ. Do we really drive as we live? The role of personality factors in road crashes. Alcohol Drugs Driving. 1993;9(3–4):129–143.
   Google Scholar
• Benda HV, Hoyos CG. Estimating hazards in traffic situations. Accid Anal Prev. 1983;15(1):1–9.
   Web of Science ®Google Scholar
• Borowsky A, Oron-Gilad T. Exploring the effects of driving experience on hazard awareness and risk perception via real-time hazard identification, hazard classification, and rating tasks. Accid Anal Prev. 2013;59:548–565.
   PubMed Web of Science ®Google Scholar
• Borowsky A, Oron-Gilad T, Parmet Y. Age and skill differences in classifying hazardous traffic scenes. Transp Res Part F Traffic Psychol Behav. 2009;12(4):277–287.
   Web of Science ®Google Scholar
• Borowsky A, Shinar D, Oron-Gilad T. Age, skill, and hazard perception in driving. Accid Anal Prev. 2010;42(4):1240–1249.
   PubMed Web of Science ®Google Scholar
• Boufous S, Ivers R, Senserrick T, Stevenson M. Attempts at the practical on-road driving test and the hazard perception test and the risk of traffic crashes in young drivers. Traffic Inj Prev. 2011;12(5);475–482.
   PubMed Web of Science ®Google Scholar
• Bromberg S, Oron-Gilad T, Ronen A, Borowsky A, Parmet Y. The perception of pedestrians from the perspective of elderly experienced and experienced drivers. Accid Anal Prev. 2012;44(1):48–55.
   PubMed Web of Science ®Google Scholar
• Bureau of Infrastructure, Transport and Regional Economics. Road trauma Australia, 2015 statistical summary. Canberra, Australia: BITRE; 2016.
   Google Scholar
• Chapman PR, Underwood G. Visual search of driving situations: Danger and experience. Perception. 1998;27(8):951–964.
   PubMed Web of Science ®Google Scholar
• Charlton SG, Starkey NJ. Driving on familiar roads: Automaticity and inattention blindness. Transp Res Part F Traffic Psychol Behav. 2013;19:121–133.
   Web of Science ®Google Scholar
• Charlton SG, Starkey NJ, Perrone JA, Isler RB. What's the risk? A comparison of actual and perceived driving risk. Transp Res Part F Traffic Psychol Behav. 2014;25:50–64.
   Web of Science ®Google Scholar
• Crundall D, Andrews B, van Loon E, Chapman P. Commentary training improves responsiveness to hazards in a driving simulator. Accid Anal Prev. 2010;42:2117–2124.
   PubMed Web of Science ®Google Scholar
• Crundall D, Chapman P, Trawley S, Collins L, van Loon E, Andrews B, Underwood G. Some hazards are more attractive than others: Drivers of varying experience respond differently to different types of hazard. Accid Anal Prev. 2012;45:600–609.
   PubMed Web of Science ®Google Scholar
• Crundall D, Chapman P, Phelps N, Underwood G. Eye movements and hazard perception in police pursuit and emergency response driving. J Exp Psychol Appl. 2003;9(3):163–174.
   PubMed Web of Science ®Google Scholar
• Crundall DE, Underwood G. Effects of experience and processing demands on visual information acquisition in drivers. Ergonomics. 1998;41(4):448–458.
   Web of Science ®Google Scholar
• Dunsire M, Baldwin S. Urban-rural comparisons of drink-driving behavior among late teens: A preliminary investigation. Alcohol Alcohol. 1999;34(1):59–64.
   PubMed Web of Science ®Google Scholar
• Eiksund S. A geographical perspective on driving attitudes and behaviour among young adults in urban and rural Norway. Saf Sci. 2009;47(4):529–536.
   Web of Science ®Google Scholar
• Elander J, West R, French D. Behavioral correlates of individual differences in road-traffic crash risk: An examination of methods and findings. Psychol Bull. 1993;113(2):279–294.
   PubMed Web of Science ®Google Scholar
• Finn P, Bragg BWE. Perception of the risk of an accident by young and older drivers. Accid Anal Prev. 1986;18:289–298.
   PubMed Web of Science ®Google Scholar
• Fisher DL, Laurie NE, Glaser R, Connerney K, Pollatsek A, Duffy SA, Brock J. Use of a fixed-base driving simulator to evaluate the effects of experience and PC-based risk awareness training on drivers’ decisions. Hum Factors. 2002;44:287–302.
   PubMed Web of Science ®Google Scholar
• Gill GK. Perception of safety, safety violation and improvement of safety in aviation: Findings of a pilot study. J Air Transp. 2004;9(3):45–55.
   Google Scholar
• Gosselin D, Gagnon S, Stinchcombe A, Joanisse M. Comparative optimism among drivers: An intergenerational portrait. Accid Anal Prev. 2010;42(2):734–740.
   PubMed Web of Science ®Google Scholar
• Harbeck EL, Glendon AI. How reinforcement sensitivity and perceived risk influence young drivers’ reported engagement in risky driving behaviors. Accid Anal Prev. 2013;54:73–80.
   PubMed Web of Science ®Google Scholar
• Harms IM, Brookhuis KA. Dynamic traffic management on a familiar road: Failing to detect changes in variable speed limits. Transp Res Part F Traffic Psychol Behav. 2016;38:37–46.
   Web of Science ®Google Scholar
• Horswill MS, Anstey KJ, Hatherly CG, Wood, JM. The crash involvement of older drivers is associated with their hazard perception latencies. J Int Neuropsychol Soc. 2010;16(5):939–944.
   PubMed Web of Science ®Google Scholar
• Horswill MS, Hill A, Wetton M. Can a video-based hazard perception test used for driver licensing predict crash involvement? Accid Anal Prev. 2015;82:213–219.
   PubMed Web of Science ®Google Scholar
• Horswill M, Marrington S, McCullough C, Wood J, Pachana N, McWilliam J, Raikos M. The hazard perception ability of older drivers. J Gerontol B Psychol Sci Soc Sci. 2008;63(4):212–218.
   Web of Science ®Google Scholar
• Ivers R, Senserrick T, Boufous S, Stevenson M, Chen HY, Woodward M, Norton R. Novice drivers' risky driving behavior, risk perception, and crash risk: Findings from the DRIVE study. Am J Public Health. 2009;99(9):1638–1644.
   PubMed Web of Science ®Google Scholar
• Kington R, Reuben D, Rogowski J, Lillard L. Sociodemographic and health factors in driving patterns after 50 years of age. Am J Public Health. 1994;84(8):1327–1329.
   PubMed Web of Science ®Google Scholar
• Knight PJ, Iverson D, Harris MF. The perceptions of young rural drivers in NSW, Australia of speeding and associated risk: A mixed methods study. Accid Anal Prev. 2013;55:172–177.
   PubMed Web of Science ®Google Scholar
• Lam LT. A neglected risky behavior among children and adolescents: underage driving and injury in New South Wales, Australia. J Saf Res. 2003;34(3):315–320.
   PubMed Web of Science ®Google Scholar
• Leadbeater BJ, Foran K, Grove-White A. How much can you drink before driving? The influence of riding and impaired adults and peers on the driving behaviors of urban and rural youth. Addiction. 2008;103(4):629–637.
   PubMed Web of Science ®Google Scholar
• Lee SE, Klauer SG, Olsen EC, Simons-Morton BG, Dingus TA, Ramsey DJ, Ouimet MC. Detection of road hazards by novice teen and experienced adult drivers. Transp Res Rec. 2008;2078:26–32.
   PubMed Web of Science ®Google Scholar
• Lewis-Evans B. Crash involvement during the different phases of the New Zealand Graduated Driver Licensing System (GDLS). J. Saf Res. 2010;41(4):359–365.
   PubMed Web of Science ®Google Scholar
• Lowrance WW. Of Acceptable Risk: Science and the Determination of Safety. Los Altos, CA: William Kaufmann; 1976.
   Google Scholar
• Machado-León JL, de Oña J, de Oña R, Eboli L, Mazzulla G. Socio-economic and driving experience factors affecting drivers’ perceptions of traffic crash risk. Transp Res Part F Traffic Psychol Behav. 2016;37:41–51.
   Web of Science ®Google Scholar
• Martens MH, Fox MRJ. Do familiarity and expectations change perception? Drivers’ glances and response to changes. Transp Res Part F Traffic Psychol Behav. 2007;10(6):476–492.
   Web of Science ®Google Scholar
• Mayhew DR, Simpson HM, Pak A. Changes in collision rates among novice drivers during the first months of driving. Accid Anal Prev. 2003;35:683–691.
   PubMed Web of Science ®Google Scholar
• McKenna FP, Horswill MS, Alexander JL. Does anticipation training affect drivers’ risk taking? J Exp Psychol Appl. 2006;12:1–10.
   PubMed Web of Science ®Google Scholar
• National Highway Traffic Safety Administration. Traffic safety facts 2010: A compilation of motor vehicle crash data from fatality analysis reporting system and the general estimates system. 2010. Available at: http://www-nrd.nhtsa.dot.gov/Pubs/811659.pdf. Accessed September 27, 2016.
   Google Scholar
• Nordjærn T, Jörgensen SH, Rundmo T. An investigation of driver attitudes and behaviour in rural and urban areas in Norway. Saf Sci. 2010;48:348–356.
   Web of Science ®Google Scholar
• Perreault WD. Controlling order-effect bias. Public Opin Q. 1975;39(4):554–551.
   Web of Science ®Google Scholar
• Rakauskas ME, Ward NJ, Gerberich SG. Identification of differences between rural and urban safety cultures. Accid Anal Prev. 2009;41:931–937.
   PubMed Web of Science ®Google Scholar
• Romoser MRE, Pollatsek A, Fisher DL, Williams CC. Comparing the glance patterns of older versus younger experienced drivers: Scanning for hazards while approaching and entering the intersection. Transp Res Part F Traffic Psychol Behav. 2013;16:104–116.
   PubMed Web of Science ®Google Scholar
• Sagberg F, Bjørnskau T. Hazard perception and driving experience among novice drivers. Accid Anal Prev. 2006;38(2):407–414.
   PubMed Web of Science ®Google Scholar
• Siskind V, Steinhardt D, Sheehan M, O'Connor T, Hanks H. Risk factors for fatal crashes in rural Australia. Accid Anal Prev. 2011;43(3):1082–1088.
   PubMed Web of Science ®Google Scholar
• Sjöberg L. Factors in risk perception. Risk Anal. 2000;20(1):1–12.
   PubMed Web of Science ®Google Scholar
• Streff FM, Geller ES. An experimental test of risk compensation: Between-subject versus within-subject analyses. Accid Anal Prev. 1988;20(4):277–287.
   PubMed Web of Science ®Google Scholar
• Thiffault P, Bergeron J. Monotony of road environment and driver fatigue: A simulator study. Accid Anal Prev. 2003;35(3):381–391.
   PubMed Web of Science ®Google Scholar
• Underwood G, Ngai A, Underwood J. Driving experience and situation awareness in hazard detection. Saf Sci. 2013;56:29–35.
   Web of Science ®Google Scholar
• Underwood G, Phelps N, Wright C, van Loon E, Galpin A. Eye fixations scanpaths of younger and older drivers in a hazard perception task. Ophthalmic Physiol Opt. 2005;25(4):346–356.
   PubMed Web of Science ®Google Scholar
• Vivoli R, Bergomi M, Rovesti S, Brussetti P, Guaitoli GM. Biological and behavioural factors affecting driving safety. J Prev Med Hyg. 2006;47:69–73.
   PubMedGoogle Scholar
• Wang Y, Zhang W, Salvendy G. Effects of a simulation-based training intervention on novice drivers’ hazard handling performance. Traffic Inj Prev. 2010;11:16–24.
   PubMed Web of Science ®Google Scholar
• Wetton MA, Horswill MS, Hatherly C, Wood JM, Pachana NA, Anstey KJ. The development and validation of two complementary measures of drivers’ hazard perception ability. Accid Anal Prev. 2010;42(4):1232–1239.
   PubMed Web of Science ®Google Scholar
• Wilde GJS. Risk homeostasis theory: An overview. Inj Prev. 1988;4:89–91.
   Google Scholar
• Williams AF. Teenage drivers: Patterns of risk. J Saf Res. 2003;34(1):5–15.
   PubMed Web of Science ®Google Scholar
• Wolf KL, Bratton N. Urban trees and traffic safety: Considering US roadside policy and crash data. Arboric Urban For. 2006;32(4):170–179.
   Google Scholar
• World Health Organization. Global Status Report on Road Safety 2015. Geneva, Switzerland: WHO; 2015.
   Google Scholar