Aarts, L. T., & van Schagen, I. (2006). Driving speed and the risk of road crashes: A review. Accident Analysis and Prevention, 38, 215–224.
Article
PubMed
Google Scholar
Aarts, L. T., Davids, D. J., Louwerse, W. J. R., Mesen, J., & Brouwer, R. F. T. (2005). Herkenbare vormgeving en voorspelbaar Gedrag. SWOV report R-2005-17 (in Dutch)
Ambros, J., & Valentová, V. (2013). Czech pilot study of road horizontal alignment optimization. In The XXVIII international baltic road conference, Vilnius, Lithuania.
Ambros, J., Turek, R., Brich, M., & Kubeček, J. (2019). Safety assessment of Czech motorways and national roads. European Transport Research Review, 11, 1.
Article
Google Scholar
Awh, E., Belopolsky, A., & Theeuwes, J. (2012). Top-down versus bottom-up attentional control: A failed theoretical dichotomy. Trends in Cognitive Sciences, 16(8), 437–443.
Article
PubMed
PubMed Central
Google Scholar
Baas, P., & Charlton, S. (2005). Influencing driver behaviour through road marking. In Roadmarkers federation conference, Christchurch, 2005. NZ Roadmarkers Federation, Auckland.
Bargh, J. A., & Ferguson, M. J. (2000). Beyond behaviorism: On the automaticity of higher mental processes. Psychological Bulletin, 126(6), 925–945.
Article
PubMed
Google Scholar
Biederman, I. (1972). Perceiving real-world scenes. Science, 177, 77–80.
Article
PubMed
Google Scholar
Biederman, I., Mezzanotte, R. J., & Rabinowitz, J. C. (1982). Scene perception: Detecting and judging objects undergoing relational violations. Cognitive Psychology, 14, 143–177.
Article
PubMed
Google Scholar
Borowsky, A., Shinar, D., & Oron-Gilad. T. (2007) Age, skill, and hazard perception in driving. In Proceedings of the fourth international driving symposium on human factors in driver assessment, training and vehicle design, Portland, USA.
Borowsky, A., Shinar, D., & Oron-Gilad, T. (2010). Age and skill differences in driving related hazard perception. Accident Analysis & Prevention, 42, 1240–1249.
Article
Google Scholar
Brewer, J., German, J., Krammes, R., Movassaghi, K., Okamoto, J., Otto, S., Ruff, W., Sillan, S., Stamatiadis, N., & Walters, R. (2009). Geometric design practices for European roads. Report FHWA-PL-01-026. FHWA, U.S. Department of Transportation.
Charman, S., Grayson, G., Helman, S., Kennedy, J., de Smidt, O., Lawton, B., Nossek, G., Wiesauer, L., Fürdös, A., Pelikan, V., Skládaný, P., Pokorný, P., Matějka, M., & Tučka, P. (2010). Self‐explaining roads: Literature review and treatment information. SPACE project deliverable 1.
Charlton, S. G., & Baas, P. H. (2006). Speed change management for New Zealand roads. Research Report 300. Land Transport New Zealand, Wellington. Retrieved September 16, 2013 from http://www.nzta.govt.nz/resources/research/reports/300/docs/300.pdf.
Charlton, S. G., Mackie, H. W., Baas, P. H., Hay, K., Menezes, M., & Dixon, C. (2010). Using endemic road features to create self-explaining roads and reduce vehicle speeds. Accident Analysis and Prevention, 42, 1989–1998.
Article
PubMed
Google Scholar
Charlton, S. G., & Starkey, N. J. (2013). Driving on familiar roads: Automaticity and inattention blindness. Transportation Research Part F: Traffic Psychology and Behaviour, 19, 121–133.
Article
Google Scholar
Corbetta, M., & Shulman, G. L. (2002). Control of goal-directed and stimulus-driven attention in the brain. Nature Reviews Neuroscience, 3(3), 201–215.
Article
PubMed
Google Scholar
Chun, M. M., & Jiang, Y. (1998). Contextual cueing: Implicit learning and memory of visual context guides spatial attention. Cognitive Psychology, 36(1), 28–71.
Article
PubMed
Google Scholar
Chun, M. M., & Jiang, Y. (1999). Top-down attentional guidance based on implicit learning of visual covariation. Psychological Science, 10(4), 360–365.
Article
Google Scholar
Crundall, D., & Underwood, G. (1998). Effects of experience and processing demands on visual information acquisition in drivers. Ergonomics, 41, 448–458.
Article
Google Scholar
Crundall, D., Underwood, G., & Chapman, P. (1999). Driving experience and the functional field of view. Perception, 28(9), 1075–1087.
Article
PubMed
Google Scholar
Dumbaugh, E., Saha, D., & Merlin, L. (2020). Toward safe systems: Traffic safety, cognition, and the built environment. Journal of Planning Education and Research. https://doi.org/10.1177/0739456X20931915
Article
Google Scholar
Dingus, T. A., Klauer, S. G., Neale, V. L., Petersen, A., Lee, S. E., Sudweeks, J., Perez, M. A., Hankey, J., Ramsey, D., Gupta, S., Bucher, C., Doerzaph, Z. R., Jermeland, J., & Knipling, R. R. (2006). The 100-car naturalistic driving study: phase II—Results of the 100-car field experiment, DOT HS 810 593, Washington, DC.
Duncan, D., & Theeuwes, J. (2020). Statistical learning in the absence of explicit top-down attention. Cortex, 131, 000–000.
Article
Google Scholar
Egeth, H. E., & Yantis, S. (1997). Visual attention: Control, representation, and time course. Annual Review of Psychology, 48(1), 269–297.
Article
PubMed
Google Scholar
Elliott, M., McColl, V., & Kennedy, J. (2003). Road design measures to reduce drivers’ speed via ‘psychological’ processes: A literature review. TRL Report 564. Crowthorne, UK: Transport Research Laboratory.
Endsley, M. R. (1995). Toward a theory of situation awareness. Human Factors, 37(1), 32–64.
Article
Google Scholar
EU road safety statistics. (2019). Road safety statistics: what is behind the figures? Retrieved from https://ec.europa.eu/commission/presscorner/detail/en/qanda_20_1004.
Failing, M., & Theeuwes, J. (2018). Selection history: How reward modulates selectivity of visual attention. Psychonomic Bulletin & Review, 25(2), 514–538.
Article
Google Scholar
Ferrante, O., Patacca, A., Di Caro, V., Della Libera, C., Santandrea, E., & Chelazzi, L. (2018). Altering spatial priority maps via statistical learning of target selection and distractor filtering. Cortex, 102, 67–95.
Article
PubMed
Google Scholar
Fildes, B. N. & Lee, S. J. (1993). The speed review: Road environment, behaviour, speed limits, enforcement and crashes. Report No. CR 127. Victoria, Australia: Monash University Accident Research Centre.
Frost, R., Armstrong, B. C., Siegelman, N., & Christiansen, M. H. (2015). Domain generality versus modality specificity: The paradox of statistical learning. Trends in Cognitive Sciences, 19, 117–125.
Article
PubMed
PubMed Central
Google Scholar
Geng, J. J., & Behrmann, M. (2005). Spatial probability as an attentional cue in visual search. Perception & psychophysics, 67(7), 1252–1268.
Article
Google Scholar
Gibson, J. J. (1968). The ecological approach to visual perception. Lawrence Erlbaum.
Google Scholar
Gitelman, V., Pesahov, F., Carmel, R., & Bekhor, S. (2016). The identification of infrastructure characteristics influencing travel speeds on single-carriageway roads to promote self-explaining roads. Transportation Research Procedia, 14, 4160–4169.
Article
Google Scholar
Guo, F., Klauer, S. G., Hankey, J. M., & Dingus, T. A. (2010). Using near-crashes as a crash surrogate for naturalistic driving studies. Transportation Research Record: Journal of the Transportation Research Board, 2147, 66–74.
Article
Google Scholar
Herrstedt, L. (2006). Self‐explaining and forgiving roads—Speed management in rural areas. In 22nd ARRB conference, Canberra, ACT.
Hills, B. L. (1980). Vision, visibility, and perception in driving. Perception, 9, 183–216.
Article
PubMed
Google Scholar
Huth, A. G., Nishimoto, S., Vu, A. T., & Gallant, J. L. (2012). A continuous semantic space describes the representation of thousands of object and action categories across the human brain. Neuron, 76, 1210–1224.
Article
PubMed
PubMed Central
Google Scholar
IRTAD (International Traffic Safety Data and Analysis Group). (2007). Fatalities by road location. Retrieved from https://www.who.int/roadsafety/publications/irtad_underreporting.pdf?ua=1.
Itti, L., & Koch, C. (2001). Computational modelling of visual attention. Nature Reviews Neuroscience, 2(3), 194–203.
Article
PubMed
Google Scholar
Jiang, Y. V. (2018). Habitual versus goal-driven attention. Cortex, 102, 107–120.
Article
PubMed
Google Scholar
Kahana-Levy, N., Shavitzky-Golkin, S., Borowsky, A., & Vakil, E. (2019). The effects of repetitive presentation of specific video-based hazards on hazard awareness of experienced and young-inexperienced drivers via implicit learning. Accident Analysis and Prevention, 122, 255–267.
Article
PubMed
Google Scholar
Kapsky, D., Bogdanovich, S., & Volynets A. (2019). Implementation of the road traffic safety concept in Belarus. In: Vision zero for sustainable road safety in Baltic Sea Region: Proceedings of the international conference (pp. 110–119). Springer.
Kaptein, N. A., & Claessens, F. M. M. (1998). Effects of road classification on driving behaviour: A driving simulator study. (Report TM-98-C048). Soesterberg: TNO Human Factors Research Institute.
Kaptein, N. A., Janssen, W., & Claessens, M. (2002). A study of subjective road categorization and driving behaviour. In R. Fuller & J. A. Santos (Eds.), Human factors for highway engineers (pp. 59–76). Pergamon.
Google Scholar
Kennedy, J., Gorell, R., Crinson, L., Wheeler, A., & Elliott, M. (2005). ‘Psychological’ traffic calming. TRL Report 641. Crowthorne, UK: Transport Research Laboratory.
Kraay, J. H. (2002). The Netherlands traffic and transport plan: Road Safety with a special focus on speed behaviour. In: Proceedings of the 15thICTCT workshop, Nagoya, Transport Research Centre (AVV), Ministry of Transport, The Netherlands.
Ludwig, C. J., & Gilchrist, I. D. (2002). Stimulus-driven and goal-driven control over visual selection. Journal of Experimental Psychology: Human Perception and Performance, 28(4), 902.
PubMed
Google Scholar
Mackie, H. W., Charlton, S. G., Baas, P. H., & Villasenor, P. C. (2013). Road user behaviour changes following a self-explaining roads intervention. Accident Analysis and Prevention, 50, 742–750.
Article
PubMed
Google Scholar
Martens, M. H., & Fox, M. R. J. (2007). Do familiarity and expectations change perception? Drivers glances and response to changes. Transportation Research Part F, 10, 476–492.
Article
Google Scholar
Matena, S., & Weber, R. (2009). Selbsterklärende Straßen – Vergleich der Ansätze in Europa [Self-Explaining Roads – Comparison of European Approaches ]. Zeitschrift für Verkehrssicherheit, 55(3), 115–122.
Google Scholar
McKenna, F. P., & Crick, J. L. (1991). (1991) Hazard Perception in Drivers: A Methodology for Testing and Training. Transport and Road Research Laboratory.
Google Scholar
Nitsche, P., Saleh, P., & Helfert, M. (2010). State of the art report on existing treatments for the design of forgiving roadsides. ENR SRO1—ERANET Project IRDES—Deliverable N. 1.
OECD. (1999). Safety strategies for rural roads. Paris: Organisation for Economic Co-operation and Development (OECD).
Book
Google Scholar
Plankermann, K. (2014). Human factors as causes for road traffic accidents in the sultanate of Oman under consideration of road construction designs. (Doctoral dissertation) University of Regensburg 2014.
Qin, Y., Chen, Y., & Lin, K. (2020). Quantifying the effects of visual road information on drivers’ speed choices to promote self-explaining roads. International Journal of Environmental Research and Public Health, 17(7), 2437.
Article
PubMed Central
Google Scholar
Rasanen, M., & Summala, H. (2000). Car Drivers’ adjustments to cyclists at roundabouts. Transportation Human Factors, 2, 1–17.
Article
Google Scholar
Riemersma, J. B. J. (1988). An empirical study of subjective road categorization. Ergonomics, 31, 621–630.
Article
Google Scholar
Richter, T., & Zierke, B. (2009). Safe design of rural roads by normalized road characteristics. Association for European Transport.
Google Scholar
Rosch, E. (1978). Principles of categorization. In E. Rosch & B. B. Lloyd (Eds.), Cognition and categorization (pp. 27–48). Lawrence Erlbaum Associates Inc.
Google Scholar
Russell, J. A., & Ward, L. M. (1982). Environmental psychology. Annual Review of Psychology, 33, 651–688.
Article
Google Scholar
Sabey, B., & Taylor, H. (1980). The known risks we run: The highway. Supplementary Report SR 567. Transport and Road Research Laboratory, UK.
Scialfa, C. T., Deschenes, M. C., Ference, J., Boone, J., Horswill, M. S., & Wetton, M. (2011). A hazard perception test for novice drivers. Accident Analysis & Prevention, 43, 204–208.
Article
Google Scholar
Schepers, P., Hagenzieker, M., Methorst, R., Van Wee, B., & Wegman, F. (2014). A conceptual frameworkfor road safety and mobility applied to cycling safety. Accident Analysis & Prevention, 62, 331–340.
Article
Google Scholar
Shaw, M., & Mayhew, N. (2000). Some innovations in rural safety. Highways and Transportation, 47(5), 15–18.
Google Scholar
Shiffrin, R. M., & Schneider, W. (1977). Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. Psychological Review, 84(2), 127.
Article
Google Scholar
Shinohara, Y., & Nishizaki, Y. (2017). Where do drivers look when driving in a foreign country? Studies in Computational Intelligence, 721, 151–164.
Google Scholar
Sivak, M. (1996). The information that drivers use: Is it indeed 90% visual? Perception, 25, 1081–1089.
Article
PubMed
Google Scholar
Spence, C., & Ho, C. (2015). Crossmodal attention: From the laboratory to the real world (and back again). In J. M. Fawcett, E. F. Risko, & A. Kingstone (Eds.), The handbook of attention (pp. 119–138). MIT Press.
Google Scholar
Stelling-Konczak, A., Aarts, L., Duivenvoorden, K., & Goldenbeld, C. (2011). Supporting drivers in forming correct expectations about transitions between rural road categories. Accident Analysis & Prevention, 43, 101–111.
Article
Google Scholar
Theeuwes, J. (1996). Visual search at intersections: An eye movement analysis. In A. G. Gale, I. D. Brown, C. M. Haslegrave, & S. P. Taylor (Eds.), Vision in vehicles V (pp. 125–134). Elsevier (North Holland).
Google Scholar
Theeuwes, J. (1998). Self-Explaining Roads: subjective categorization of road environments. In A. Gale (Ed.), Vision in vehicle VI (pp. 279–288). Amsterdam: North Holland.
Google Scholar
Theeuwes, J. (2000). Commentary on Rasanen and Summala ‘Car drivers’ adjustments to cyclists at roundabouts’. Transportation Human Factors, 2, 19–22.
Article
Google Scholar
Theeuwes, J. (2002). Sampling information from the road environment. In R. Fuller & J. Santos (Eds.), Human factors for highway engineers. Oxford: Elsevier.
Google Scholar
Theeuwes, J. (2010). Top–down and bottom–up control of visual selection. Acta Psychologica, 135(2), 77–99.
Article
PubMed
Google Scholar
Theeuwes, J. (2018). Visual selection: usually fast and automatic; Seldom slow and volitional. Journal of Cognition, 1(1), 29.
Article
PubMed
PubMed Central
Google Scholar
Theeuwes, J. (2019). Goal-driven, stimulus-driven and history-driven selection. Current Opinion in Psychology, 29, 97–101.
Article
PubMed
Google Scholar
Theeuwes, J. & Diks, G. (1995). Subjective road categorization and speed choice. Rapport TNO-TM 1995 B-16. TNO Human Factors Research Institute, Soesterberg.
Theeuwes, J., & Godthelp, H. (1995). Self-explaining roads. Safety Science, 19, 217–225.
Article
Google Scholar
Theeuwes, J., & Hagenzieker, M. P. (1993). Visual search of traffic scenes: On the effect of location expectations. In A. G. Gale, I. D. Brown, C. M. Haslegrave, H. W. Kruysse, & S. P. Taylor (Eds.), Vision in vehicles IV (pp. 149–158). Amsterdam: Elsevier.
Google Scholar
Theeuwes, J., van der Horst, R., & Kuiken, M. (2012). Designing safe road systems: A human factors perspective. Ashgate.
Google Scholar
Torok, A. (2013). Simplification of road transport infrastructure layout for better self-explanation. American Journal of Vehicle Design, 1(1), 16–20.
Google Scholar
Treat, J. R., Tumbas, N. S., McDonald, S. T., Shinar, D., Hume, R. D., Mayer, R. E., Stanisfer, R. L., & Castellan, N. J. (1977) Tri-level study of the causes of traffic accidents. Report No. DOT-HS-034-3-535-77 (TAC).
Turner, B., Tziotis, M., Cairney, P., & Jurewicz, C. (2009). Safe system infrastructure: National roundtable report. Report ARR370. Vermont, Australia: Australian Road Research Board.
Tiwari, G. (2015). Highway Safety in India Indian Institute of Technology Delhi, New Delhi 2015, 23
Underwood, G. (2007). Visual attention and the transition from novice to advanced driver. Ergonomics, 50(8), 1235–1249.
Article
PubMed
Google Scholar
Underwood, G., Chapman, P., Wright, S., & Crundall, D. (1997). Estimating accident liability. In T. Rothengatter & E. Carbonell Vaya (Eds.), Traffic and transport psychology: Theory and application (pp. 247–258). Oxford: Pergamon.
Google Scholar
Underwood, G., Chapman, P., Bowden, K., & Crundall, D. (2002). Visual search while driving: Skill awareness during inspection of the scene. Transportation Research Part F, 5, 87–97.
Article
Google Scholar
Võ, M.L.-H., & Wolfe, J. M. (2013). Differential ERP signatures elicited by semantic and syntactic processing in scenes. Psychological Science, 24(9), 1816–1823.
Article
PubMed
Google Scholar
Wang, B., & Theeuwes, J. (2018a). Statistical regularities modulate attentional capture. Journal of Experimental Psychology: Human Perception and Performance, 44(1), 13.
PubMed
Google Scholar
Wang, B., & Theeuwes, J. (2018b). Statistical regularities modulate attentional capture independent of search strategy. Attention, Perception, & Psychophysics, 80(7), 1763–1774.
Article
Google Scholar
Wang, B., & Theeuwes, J. (2018c). How to inhibit a distractor location? Statistical learning versus active, top-down suppression. Attention, Perception, & Psychophysics, 80, 860–870.
Article
Google Scholar
Wakefield, M. A., Loken, B., & Hornik, R. C. (2010). Use of mass media campaigns to change health behaviour. Lancet, 376, 1261–1271.
Article
PubMed
PubMed Central
Google Scholar
Wegman, F. (1995). Influence of infrastructure design on road safety. In Contribution to the international symposium traffic safety: A global issue, Kuwait, 15-17 January, 1995 D-95-1. SWOV Institute for Road Safety Research. The Netherlands
Wegman, F., & Aarts, L. (Eds.). (2006). Advancing sustainable safety: National road safety outlook for 2005–2020. Leidschendam, The Netherlands: SWOV Institute for Road Safety Research.
Google Scholar
Walker, G. H., Stanton, N. A., & Chowdhury, I. (2013). Situational awareness and self explaining roads. Safety Science, 56, 18–28.
Article
Google Scholar
Weber, R., & Hartkopf, G. (2005). New design guidelines—a step towards self-explaining roads? In Proceedings of 3rd international symposium on highway geometric design. Washington DC: Transportation Research Board.
Weller, G. (2010) Driving on rural roads: The current situation. In: The psychology of driving on rural roads: Development and testing of a model. Wiesbaden, Germany: VS Research.
Weller, G., & Schlag, B. (2007). Road user behaviour model—Model description and validation. RIPCORD‐ISEREST project deliverable D8.2. Retrieved September 16, 2013 from http://ripcord.bast.de/pdf/RI‐TUD‐WP8‐R2‐Model.pdf.
Weller, G., Schlag, B., Friedel, T., & Rammin, C. (2008). Behaviourally relevant road categorisation: A step towards self‐explaining rural roads. Accident Analysis and Prevention, 40, 1581–1588.
Wickens, C. D., & Horrey, W. J. (2009). Models of attention, distraction and highway hazard avoidance. In M. A. Regan, J. D. Lee, & K. L. Young (Eds.), Driver distraction: Theory, effects and mitigation (pp. 57–69). CRC Press.
Google Scholar
Wolfe, J. M. (2021). Guided search 6.0: An updated model of visual search. Psychonomic Bulletin & Review . https://doi.org/10.3758/s13423-020-01859-9
Article
Google Scholar
Yao, Y., Carsten, O., & Hibberd, D. (2020). A close examination of speed limit credibility and compliance on UK roads. IATSS Research, 44, 17–29.
Article
Google Scholar