Conflict partners and infrastructure use in safety critical events in cycling - results from a naturalistic cycling study

Accident statistics show that cyclists are at considerable risk of being involved in a crash. However, statistics based on police reports are often heavily biased towards on-road, bicycle-motor vehicle crashes. Crashes that do not involve motorised vehicles or that occur on other types of infrastructure are neglected. Naturalistic cycling methodology appears to be a promising approach to address these issues. The goal of this study was to identify and classify safety critical cycling events involving a variety of conflict partners and covering all types of infrastructure. Thirty-one participants in three age groups had their own bicycles equipped with a data acquisition system. Participants rode their modified bike as usual for a period of four weeks. Over 1600 trips were recorded overall. We were able to identify 77 safety critical events during the observation period. Only 43% of these events involved motorised vehicles as conflict partners. Conflicts with other cyclists and pedestrians accounted for about 57% of the situations. Likewise, less than 35% of the events occurred on-road. The data show that although motorised vehicles are still the single biggest threat to cycling safety, and roads still constitute one of the most crash prone types of infrastructure, the importance of crashes that do not involve motorised road users or occur not on-road should not be underestimated.

[1]  Thomas Richter,et al.  Abbiegeunfaelle Pkw / Lkw und Fahrrad , 2013 .

[2]  M. Harris,et al.  Impact of Transportation Infrastructure on Bicycling Injuries and Crashes : a Review of the Literature , 2009 .

[3]  Dietmar Otte,et al.  Injury protection and accident causation parameters for vulnerable road users based on German In-Depth Accident Study GIDAS. , 2012, Accident; analysis and prevention.

[4]  Nathan McNeil,et al.  Multiuser Perspectives on Separated, On-Street Bicycle Infrastructure , 2012 .

[5]  Patricia Delhomme,et al.  Cyclists and drivers in road interactions: A comparison of perceived crash risk. , 2013, Accident; analysis and prevention.

[6]  Stuart Newstead,et al.  Riding through red lights: the rate, characteristics and risk factors of non-compliant urban commuter cyclists. , 2011, Accident; analysis and prevention.

[7]  Thomas A. Dingus,et al.  An overview of the 100-car naturalistic study and findings , 2005 .

[8]  Simon Washington,et al.  On the relationships between self-reported bicycling injuries and perceived risk among cyclists in Queensland, Australia , 2012 .

[9]  Ann M Dellinger,et al.  Cyclists injured while sharing the road with motor vehicles , 2007, Injury Prevention.

[10]  Jennifer Dill,et al.  Bicycle Commuting and Facilities in Major U.S. Cities: If You Build Them, Commuters Will Use Them , 2003 .

[11]  Shanthi Ameratunga,et al.  Completeness and accuracy of crash outcome data in a cohort of cyclists: a validation study , 2013, BMC Public Health.

[12]  Giancarlo Bacchieri,et al.  Cycling to work in Brazil: users profile, risk behaviors, and traffic accident occurrence. , 2010, Accident; analysis and prevention.

[13]  Ian Walker,et al.  Chapter 26 – Bicyclists , 2011 .

[14]  P C Cryer,et al.  Investigation of bias after data linkage of hospital admissions data to police road traffic crash reports , 2001, Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention.

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

[16]  Yvonne Barnard,et al.  UDRIVE: the European naturalistic driving study , 2014 .

[17]  Carlo Giacomo Prato,et al.  Aggravating and mitigating factors associated with cyclist injury severity in Denmark. , 2014, Journal of safety research.

[18]  D A M Twisk,et al.  An epidemiological study of the risk of cycling in the dark: the role of visual perception, conspicuity and alcohol use. , 2013, Accident; analysis and prevention.

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

[20]  Dot Hs,et al.  Evaluating the Relationship Between Near-Crashes and Crashes: Can Near-Crashes Serve as a Surrogate Safety Metric for Crashes? , 2010 .

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

[22]  D. Alrutz,et al.  Unfallrisiko und Regelakzeptanz von Fahrradfahrern , 2009 .

[23]  Peter A Cripton,et al.  Route infrastructure and the risk of injuries to bicyclists: a case-crossover study. , 2012, American journal of public health.

[24]  Marco Dozza,et al.  Introducing naturalistic cycling data: What factors influence bicyclists’ safety in the real world? , 2014 .

[25]  Tim Ramsay,et al.  Helmet legislation and admissions to hospital for cycling related head injuries in Canadian provinces and territories: interrupted time series analysis , 2013, BMJ.

[26]  Peter Wittenburg,et al.  ELAN: a Professional Framework for Multimodality Research , 2006, LREC.

[27]  Alexander Ellwein Verletzungsmuster und Verletzungsschwere bei Fahrradunfällen im Großraum Göttingen , 2011 .

[28]  M. Raschke,et al.  Bicycle accidents - do we only see the tip of the iceberg? A prospective multi-centre study in a large German city combining medical and police data. , 2012, Injury.

[29]  Rune Elvik,et al.  Incomplete Accident Reporting: Meta-Analysis of Studies Made in 13 Countries , 1999 .

[30]  K Torrington,et al.  Collisions between cyclists and motorists in New Zealand , 1981 .

[31]  Martinus Richter,et al.  The current injury situation of bicyclists: a medical and technical accident analysis , 2007 .

[32]  Weixu Wang,et al.  Comparative analysis of the safety effects of electric bikes at signalized intersections , 2013 .

[33]  Brian Caulfield,et al.  The safety challenge of increased cycling , 2014 .

[34]  Rune Elvik,et al.  Total costs of bicycle injuries in Norway: correcting injury figures and indicating data needs. , 2007, Accident; analysis and prevention.

[35]  Dan Peterson,et al.  Industrial accident prevention , 2016 .

[36]  C. Amezcua-Prieto,et al.  Risk factors for causing road crashes involving cyclists: An application of a quasi-induced exposure method. , 2013, Accident; analysis and prevention.

[37]  Gregory B. Rodgers,et al.  Factors associated with the crash risk of adult bicyclists , 1997 .

[38]  R. Dicker,et al.  Using trauma center data to identify missed bicycle injuries and their associated costs , 2012, The journal of trauma and acute care surgery.

[39]  Rob Methorst,et al.  Traffic conflicts on bicycle paths: a systematic observation of behaviour from video. , 2014, Accident; analysis and prevention.

[40]  Luc Int Panis,et al.  A prospective cohort study on minor accidents involving commuter cyclists in Belgium. , 2012, Accident; analysis and prevention.

[41]  Thomas A. Dingus,et al.  Evaluating the Relationship Between Near-Crashes and Crashes: Can Near-Crashes Serve as a Surrogate Safety Metric for Crashes? , 2010 .

[42]  F. Kronenberg,et al.  Associations of estimated glomerular filtration rate and albuminuria with mortality and renal failure by sex: a meta-analysis , 2013, BMJ.

[43]  Anna Niska,et al.  Cyklisters singelolyckor: analys av olycks- och skadedata samt djupintervjuer , 2013 .

[44]  Dietmar Otte,et al.  Alcohol consumption, helmet use and head trauma in cycling collisions in Germany. , 2014, Accident; analysis and prevention.

[45]  Julie McClafferty,et al.  Chapter 6 – Naturalistic Driving Studies and Data Coding and Analysis Techniques , 2011 .

[46]  U. Steffens,et al.  Aeltere Menschen als Radfahrer , 1999 .

[47]  Rebecca Ivers,et al.  Risk factors for severe injury in cyclists involved in traffic crashes in Victoria, Australia. , 2012, Accident; analysis and prevention.

[48]  Louise Gustafsson,et al.  A naturalistic study of commuter cyclists in the greater Stockholm area. , 2013, Accident; analysis and prevention.

[49]  Mette Møller,et al.  Cyclists' perception of risk in roundabouts. , 2008, Accident; analysis and prevention.

[50]  Thomas A. Dingus,et al.  The 100-Car Naturalistic Driving Study Phase II – Results of the 100-Car Field Experiment , 2006 .

[51]  K. Knobloch,et al.  The current injury situation of bicyclists--a medical and technical crash analysis. , 2007, The Journal of trauma.

[52]  Bryan E. Porter,et al.  Handbook of Traffic Psychology , 2011 .

[53]  Omar Bagdadi,et al.  Assessing safety critical braking events in naturalistic driving studies , 2013 .

[54]  S. Tin Tin,et al.  Injuries to pedal cyclists on New Zealand roads, 1988-2007 , 2010, BMC public health.

[55]  J C Stutts,et al.  Bicycle accidents and injuries: a pilot study comparing hospital- and police-reported data. , 1990, Accident; analysis and prevention.

[56]  Dot Hs,et al.  The 100 Car Naturalistic Driving Study , 2002 .

[57]  Geert Wets,et al.  The effects of roundabouts on traffic safety for bicyclists: an observational study. , 2008, Accident; analysis and prevention.

[58]  Stuart Newstead,et al.  Naturalistic cycling study: identifying risk factors for on-road commuter cyclists. , 2010, Annals of advances in automotive medicine. Association for the Advancement of Automotive Medicine. Annual Scientific Conference.