A conceptual framework for road safety and mobility applied to cycling safety.

Scientific literature lacks a model which combines exposure to risk, risk, and the relationship between them. This paper presents a conceptual road safety framework comprising mutually interacting factors for exposure to risk resulting from travel behaviour (volumes, modal split, and distribution of traffic over time and space) and for risk (crash and injury risk). The framework's three determinants for travel behaviour are locations of activities; resistances (generalized transport costs); needs, opportunities, and abilities. Crash and injury risks are modelled by the three 'safety pillars': infrastructure, road users and the vehicles they use. Creating a link in the framework between risk and exposure is important because of the 'non-linear relationship' between them, i.e. risk tends to decrease as exposure increases. Furthermore, 'perceived' risk (a type of travel resistance) plays a role in mode choice, i.e. the perception that a certain type of vehicle is unsafe can be a deterrent to its use. This paper uses theories to explain how the elements in the model interact. Cycling is an area where governments typically have goals for both mobility and safety. To exemplify application of the model, the paper uses the framework to link research on cycling (safety) to land use and infrastructure. The model's value lies in its ability to identify potential consequences of measures and policies for both exposure and risk. This is important from a scientific perspective and for policy makers who often have objectives for both mobility and safety.

[1]  Gudmundur F. Ulfarsson,et al.  Bicyclist injury severities in bicycle-motor vehicle accidents. , 2007, Accident; analysis and prevention.

[2]  Mitchell Pavao-Zuckerman,et al.  Conceptual Models as Tools for Communication Across Disciplines , 2003 .

[3]  R. Fuller Towards a general theory of driver behaviour. , 2005, Accident; analysis and prevention.

[4]  U Brüde,et al.  Models for predicting accidents at junctions where pedestrians and cyclists are involved. How well do they fit? , 1993, Accident; analysis and prevention.

[5]  Arend L. Schwab,et al.  A METHOD FOR ESTIMATING PHYSICAL PROPERTIES OF A COMBINED BICYCLE AND RIDER , 2009 .

[6]  Jan Theeuwes,et al.  Self-explaining roads , 1995 .

[7]  Torsten Hägerstraand WHAT ABOUT PEOPLE IN REGIONAL SCIENCE , 1970 .

[8]  Rune Elvik,et al.  How accurately does the public perceive differences in transport risks? An exploratory analysis of scales representing perceived risk. , 2005, Accident; analysis and prevention.

[9]  C.A.J. Vlek,et al.  Modellen en strategieën voor gedragsverandering ter vermindering van collectieve risico's , 1997 .

[10]  M. Harris,et al.  The impact of transportation infrastructure on bicycling injuries and crashes: a review of the literature , 2009, Environmental health : a global access science source.

[11]  V. E. Daniel,et al.  Determinants of bicycle use: do municipal policies matter? , 2004 .

[12]  Maura Houtenbos,et al.  Expecting the Unexpected: A Study of Interactive Driving Behaviour at Intersections , 2008 .

[13]  Wim Wijnen,et al.  Which indicators to include in the ex ante evaluations of the safety effects of policy options? Gaps in evaluations and a discussion based on an ethical perspective , 2014 .

[14]  Kees Maat,et al.  Day-to-Day Choice to Commute or Not by Bicycle , 2011 .

[15]  Kees Maat,et al.  Commuting by Bicycle: An Overview of the Literature , 2010 .

[16]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[17]  Geert Wets,et al.  Injury crashes with bicyclists at roundabouts: influence of some location characteristics and the design of cycle facilities. , 2009, Journal of safety research.

[18]  Robert McCall,et al.  Visual Requirements of Vehicular Guidance , 2009 .

[19]  Rune Elvik,et al.  Laws of accident causation. , 2006, Accident; analysis and prevention.

[20]  Henk Stipdonk,et al.  The Effect on Road Safety of a Modal Shift From Car to Bicycle , 2012, Traffic injury prevention.

[21]  Ali Aram,et al.  Effective Safety Factors on Horizontal Curves of Two-lane Highways , 2010 .

[22]  Kenneth Asp Proceedings of the conference Road safety in Europe and Strategic Highway Research Program (SHRP). Lille, France, September 26-28, 1994 : Road safety of vulnerable road users, road safety and road/roadside design , 1995 .

[23]  W. P. Vlakveld,et al.  Jonge beginnende automobilisten, hun ongevalsrisico en maatregelen om dit terug te dringen , 2005 .

[24]  H Summala,et al.  Bicycle accidents and drivers' visual search at left and right turns. , 1996, Accident; analysis and prevention.

[25]  Dick de Waard,et al.  The measurement of drivers' mental workload , 1996 .

[26]  Robert Thomson,et al.  Identifying critical road geometry parameters affecting crash rate and crash type. , 2009, Annals of advances in automotive medicine. Association for the Advancement of Automotive Medicine. Annual Scientific Conference.

[27]  Lars Leden,et al.  Measuring the Safety Effect of Raised Bicycle Crossings Using a New Research Methodology , 1998 .

[28]  Dick de Waard,et al.  Speed maintenance under cognitive load - Implications for theories of driver behaviour. , 2011, Accident; analysis and prevention.

[29]  Ragnhild Johanna Davidse,et al.  Assisting the older driver: intersection design and in-car devices to improve the safety of the older driver , 2007 .

[30]  N. Haworth,et al.  VISION ZERO: AN ETHICAL APPROACH TO SAFETY AND MOBILITY , 1999 .

[31]  Rune Elvik,et al.  The non-linearity of risk and the promotion of environmentally sustainable transport. , 2009, Accident; analysis and prevention.

[32]  John A. Michon,et al.  A critical view of driver behavior models: What do we know , 1985 .

[33]  C. Rodarius,et al.  Bicycle safety in bicycle to car accidents , 2008 .

[34]  Rune Elvik,et al.  Publication bias and time-trend bias in meta-analysis of bicycle helmet efficacy: a re-analysis of Attewell, Glase and McFadden, 2001. , 2011, Accident; analysis and prevention.

[35]  Rune Elvik,et al.  The Handbook of Road Safety Measures , 2009 .

[36]  Rune Elvik,et al.  Why some road safety problems are more difficult to solve than others. , 2010, Accident; analysis and prevention.

[37]  H Summala,et al.  Attention and expectation problems in bicycle-car collisions: an in-depth study. , 1998, Accident; analysis and prevention.

[38]  H W Leibowitz,et al.  Nighttime driving accidents and selective visual degradation. , 1977, Science.

[39]  Nancy G. Leveson,et al.  A new accident model for engineering safer systems , 2004 .

[40]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[41]  H. W. Heinrich,et al.  Industrial Accident Prevention: a Scientific Approach , 1951 .

[42]  Icek Ajzen,et al.  From Intentions to Actions: A Theory of Planned Behavior , 1985 .

[43]  Gerald J.S. Wilde,et al.  The Theory of Risk Homeostasis: Implications for Safety and Health , 1982 .

[44]  Rajiv Bhatia,et al.  "Safety in Numbers" re-examined: can we make valid or practical inferences from available evidence? , 2011, Accident; analysis and prevention.

[45]  Ralph Buehler,et al.  Making Cycling Irresistible: Lessons from The Netherlands, Denmark and Germany , 2008 .

[46]  F. Previc The neuropsychology of 3-D space. , 1998, Psychological bulletin.

[47]  Susan L Handy,et al.  Similarities in Attitudes and Norms and the Effect on Bicycle Commuting: Evidence from the Bicycle Cities Davis and Delft , 2012 .

[48]  W. Hunter,et al.  Evaluation of Blue Bike-Lane Treatment in Portland, Oregon , 2000 .

[49]  Yvonne Toft,et al.  Models of causation safety , 2012 .

[50]  Grégory Vandenbulcke-Plasschaert,et al.  Spatial analysis of bicycle use and accident risks for cyclists , 2011 .

[51]  Ulf Brude,et al.  WHAT ROUNDABOUT DESIGN PROVIDES THE HIGHEST POSSIBLE SAFETY , 2000 .

[52]  J P Schepers,et al.  How does a modal shift from short car trips to cycling affect road safety? , 2013, Accident; analysis and prevention.

[53]  F Wegman,et al.  Advancing sustainable safety: national road safety outlook for 2005-20 , 2006 .

[54]  David Logan,et al.  A kinetic energy model of two-vehicle crash injury severity. , 2011, Accident; analysis and prevention.

[55]  T A Ranney,et al.  Models of driving behavior: a review of their evolution. , 1994, Accident; analysis and prevention.

[56]  Lisa Sakshaug,et al.  Cyclists in roundabouts--different design solutions. , 2010, Accident; analysis and prevention.

[57]  W. Haddon Advances in the epidemiology of injuries as a basis for public policy. , 1980, Public health reports.

[58]  J. Beckmann,et al.  Action control : from cognition to behavior , 1985 .

[59]  Colin Buchanan,et al.  Traffic in Towns , 1964 .

[60]  Mark Wardman,et al.  Models of perceived cycling risk and route acceptability. , 2007, Accident; analysis and prevention.

[61]  Helena Stigson,et al.  Literature review of pedestrian fatality risk as a function of car impact speed. , 2011, Accident; analysis and prevention.

[62]  H. Nijland,et al.  Do the Health Benefits of Cycling Outweigh the Risks? , 2010, Environmental health perspectives.

[63]  Karel Brookhuis,et al.  Mobile phone use while cycling: Incidence and effects on behaviour and safety , 2010, Ergonomics.

[64]  T. Arentze,et al.  A Random Regret-Minimization model of travel choice , 2008 .

[65]  Fan Zhang,et al.  How to make more cycling good for road safety? , 2012, Accident; analysis and prevention.

[66]  Edmund Donges,et al.  A Two-Level Model of Driver Steering Behavior , 1978 .

[67]  R Elvik Which are the relevant costs and benefits of road safety measures designed for pedestrians and cyclists? , 2000, Accident; analysis and prevention.

[68]  P. Schepers,et al.  Single-bicycle crash types and characteristics , 2012 .

[69]  U Björnstig,et al.  Road characteristics and bicycle accidents , 1996, Scandinavian journal of social medicine.

[70]  J. Zacharias Non-motorized transportation in four Shanghai districts , 2005 .

[71]  Fred H. Previc,et al.  The Neuropsychology of 3-D Space , 1998 .

[72]  M K Janke,et al.  Accidents, mileage, and the exaggeration of risk. , 1991, Accident; analysis and prevention.

[73]  I Van Schagen,et al.  The uses of exposure and risk in road safety studies , 2002 .

[74]  A. Cheadle,et al.  Cycling and the Built Environment, a US Perspective , 2005 .

[75]  Omer Tsimhoni,et al.  ALTERNATIVE DESIGN CONSISTENCY RATING METHODS FOR TWO-LANE RURAL HIGHWAYS , 2000 .

[76]  Piet Rietveld,et al.  Is Average Daily Travel Time Expenditure Constant? In Search of Explanations for an Increase in Average Travel Time , 2006 .

[77]  E. J. V. D. Kaa Prospect Theory and Choice Behaviour Strategies: Review and Synthesis of Concepts from Social and Transport sciences , 2010 .

[78]  A. Bauman,et al.  Health benefits of cycling: a systematic review , 2011, Scandinavian journal of medicine & science in sports.

[79]  S. Jensen Pedestrian Safety in Denmark , 1999 .

[80]  Paul Schepers,et al.  Does more cycling also reduce the risk of single-bicycle crashes? , 2011, Injury Prevention.

[81]  P. Jacobsen Safety in numbers: more walkers and bicyclists, safer walking and bicycling , 2003, Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention.

[82]  A. Ruina,et al.  A Bicycle Can Be Self-Stable Without Gyroscopic or Caster Effects , 2011, Science.

[83]  T Bjoernskau HYPOTHESES ON RISK COMPENSATION , 1995 .

[84]  Kees Maat,et al.  Land-use and transport: A review and discussion of Dutch Research , 2003 .

[85]  J P Schepers,et al.  Road factors and bicycle-motor vehicle crashes at unsignalized priority intersections. , 2011, Accident; analysis and prevention.

[86]  Rune Elvik,et al.  To what extent can theory account for the findings of road safety evaluation studies? , 2004, Accident; analysis and prevention.

[87]  K L Tsui,et al.  Bicycle crash casualties in a highly motorized city. , 2010, Accident; analysis and prevention.

[88]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[89]  P. Mokhtarian,et al.  TTB or not TTB, that is the question: a review and analysis of the empirical literature on travel time (and money) budgets , 2004 .

[90]  Andrew Ford,et al.  Modeling the environment , 2010 .

[91]  Paul Schepers,et al.  What do cyclists need to see to avoid single-bicycle crashes? , 2011, Ergonomics.

[92]  Risto Näätänen,et al.  A model for the role of motivational factors in drivers' decision-making , 1974 .

[93]  Ma Xiang-lu,et al.  Commuting by Bicycle:An Overview of the Literature , 2011 .

[94]  Jan Theeuwes,et al.  VISUAL SEARCH OF TRAFFIC SCENES: ON THE EFFECT OF LOCATION EXPECTATIONS , 1993 .

[95]  Anders Lie,et al.  How Do Euro NCAP Results Correlate with Real-Life Injury Risks? A Paired Comparison Study of Car-to-Car Crashes , 2000 .

[96]  R. B. Post,et al.  The two modes of processing concept and some implications In J , 1982 .

[97]  Rik de Groot,et al.  Design manual for bicycle traffic , 2007 .

[98]  M. Southworth Designing the Walkable City , 2005 .

[99]  D. McFadden Conditional logit analysis of qualitative choice behavior , 1972 .

[100]  E. J. V. D. Kaa Prospect Theory and Choice Behaviour Strategies: Review and Synthesis of Concepts from Social and Transport sciences , 2010, European Journal of Transport and Infrastructure Research.