Mapping bicycle use and the risk of accidents for commuters who cycle to work in Belgium

This paper explores the spatial patterns of bicycle use for commuting and the risk cyclists run being injured in a road accident when commuting to work in Belgium. Exploratory data analyses suggest that the observed differences in the use of the bicycle to get to work are strongly linked to the urban hierarchy: commuters are more inclined to cycle in cities and specifically in regional towns (with 25 000 to 120 000 inhabitants). In large cities (more than 200 000 inhabitants), less commuting by bicycle takes place. The relationship between bicycle use and the risk of being seriously injured or killed in a road accident is also studied. A cluster analysis confirms that high proportions of commuter cyclists are correlated with low risks of becoming a casualty. It also shows that there are strong spatial differences (regional and between different types of towns) in bicycle use and the risk of an accident. This suggests that cycling policies should be spatially differentiated.

[1]  J. H. Ward Hierarchical Grouping to Optimize an Objective Function , 1963 .

[2]  P. Rietveld Biking and Walking: The Position of Non-Motorised Transport Modes in Transport Systems , 2001 .

[3]  H. Meurs,et al.  Spatial structure and mobility , 2001 .

[4]  Frank Witlox,et al.  Evaluating bicycle-car transport mode competitiveness in an urban environment. An activity-based approach , 2004 .

[5]  Rodney Tolley,et al.  HARD ROAD: THE PROBLEMS OF WALKING AND CYCLING IN BRITISH CITIES. CHAPTER 1 IN: THE GREENING OF URBAN TRANSPORT. PLANNING FOR WALKING AND CYCLING IN WESTERN CITIES. , 1990 .

[6]  Davy Janssens,et al.  A dynamic activity-based population modelling approach to evaluate exposure to air pollution: Methods and application to a Dutch urban area , 2009 .

[7]  Simon Kingham,et al.  Employer travel plans, cycling and gender: will travel plan measures improve the outlook for cycling to work in the UK? , 2003 .

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

[9]  Luc Int Panis,et al.  An uncertainty analysis of air pollution externalities from road transport in Belgium in 2010. , 2004, The Science of the total environment.

[10]  Nick Gallent,et al.  Trends in commuting in England and Wales–becoming less sustainable? , 1998 .

[11]  J. Pucher,et al.  Bicycling renaissance in North America? Recent trends and alternative policies to promote bicycling , 1999 .

[12]  Daniel A. Rodriguez,et al.  The relationship between non-motorized mode choice and the local physical environment , 2004 .

[13]  Tom Brijs,et al.  Driving with intelligent speed adaptation: Final results of the Belgian ISA-trial , 2007 .

[14]  M. Wardman,et al.  Estimation of the determinants of bicycle mode share for the journey to work using census data , 2007 .

[15]  R. Kitamura,et al.  A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area , 1997 .

[16]  Isabelle Thomas,et al.  Cycling to work : modeling spatial variations within Belgium , 2008 .

[17]  A. Bergström,et al.  Potential of transferring car trips to bicycle during winter , 2003 .

[18]  Steven Broekx,et al.  Modelling instantaneous traffic emission and the influence of traffic speed limits. , 2006, The Science of the total environment.

[19]  Charlie Foster Environmental Correlates of Walking: 303 , 2007 .

[20]  R. Cervero,et al.  TRAVEL DEMAND AND THE 3DS: DENSITY, DIVERSITY, AND DESIGN , 1997 .

[21]  S D Simon,et al.  Understanding the odds ratio and the relative risk. , 2001, Journal of andrology.

[22]  Karel Martens,et al.  The bicycle as a feedering mode: experiences from three European countries , 2004 .

[23]  J. Sallis,et al.  Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures , 2003, Annals of behavioral medicine : a publication of the Society of Behavioral Medicine.

[24]  George C.J. Fernandez Data Mining Using SAS Applications , 2002 .

[25]  M. Wardlaw,et al.  Three lessons for a better cycling future , 2000, BMJ : British Medical Journal.

[26]  Lee Chapman,et al.  Transport and climate change: a review , 2007 .

[27]  Kameshwar Prasad What are relative risk, number needed to treat and odds ratio? , 2007 .

[28]  Karel Martens,et al.  Promoting Bike-and-Ride: The Dutch Experience , 2007 .

[29]  Michael Brauer,et al.  Particulate matter exposure along designated bicycle routes in Vancouver, British Columbia. , 2008, The Science of the total environment.

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

[31]  Greet Cardon,et al.  Environmental and psychosocial correlates of physical activity in Portuguese and Belgian adults , 2005, Public Health Nutrition.

[32]  M. Ketzel,et al.  A proper choice of route significantly reduces air pollution exposure--a study on bicycle and bus trips in urban streets. , 2008, The Science of the total environment.

[33]  Janet Dickinson,et al.  Travelling to work: will people move out of their cars , 2001 .

[34]  L. Dijkstra,et al.  Promoting safe walking and cycling to improve public health: lessons from The Netherlands and Germany. , 2003, American journal of public health.

[35]  Juan de Dios Ortúzar,et al.  Estimating demand for a cycle-way network , 2000 .

[36]  John Pucher,et al.  Why Canadians cycle more than Americans: A comparative analysis of bicycling trends and policies , 2006 .

[37]  R. Meeusen,et al.  Cycling to work: influence on indexes of health in untrained men and women in Flanders. Coronary heart disease and quality of life , 2007, Scandinavian journal of medicine & science in sports.

[38]  Birgitta Gatersleben,et al.  Contemplating Cycling to Work: Attitudes and Perceptions in Different Stages of Change , 2007 .