Estimation of the severity of safety critical events.

Today, various measures are used to estimate the severity of a traffic conflict. However, these measures are all limited to estimating the crash risk and do not include any estimates of the possible consequences of a potential crash. In accident analysis the estimated severity of the event is related to the outcome of the crash, such as injury levels. This article proposes a new method for estimating the severity of safety critical events based on both an estimate of crash risk and an estimate of possible consequence that, in addition to a measure of safety margins, takes vehicle mass as well as the relative speed of the involved road users into consideration. The article compares the estimated severity of 61 conflicts and 9 accidents of the proposed method with the traffic conflict technique. The results from the severity estimates of our proposed method show a significant difference in the severity levels of events involving vehicles with similar mass compared to critical events involving vehicles with dissimilar mass and events involving pedestrians. The proposed method gives the possibility to compare different conflicts, with regard to severity, with each other regardless of what type of conflict it is, e.g. intersection or rural road, or what kind of road users that are involved. In addition, an event classification, i.e. serious or very serious event, based on the severity estimate of the proposed method, shows promising results indicating that the severities are estimated in a homogenous way. The article concludes that our proposed method of estimating the severity of critical event seems to be able to reflect the dangerousness in a more realistic way than the traffic conflict technique and should facilitate the development of traffic safety analysis methods.

[1]  Carol A C Flannagan,et al.  Identification and validation of a logistic regression model for predicting serious injuries associated with motor vehicle crashes. , 2011, Accident; analysis and prevention.

[2]  Larry Head,et al.  Surrogate Safety Measures from Traffic Simulation Models , 2003 .

[3]  A. Horst A time-based analysis of road user behaviour in normal and critical encounters , 1990 .

[4]  Tarek Sayed,et al.  Large-Scale Automated Analysis of Vehicle Interactions and Collisions , 2010 .

[5]  Tarek Sayed,et al.  Automated Analysis of Road Safety with Video Data , 2007 .

[6]  Hoong Chor Chin,et al.  Measurement of traffic conflicts , 1997 .

[7]  Christer Hydén,et al.  Estimating the severity of safety related behaviour. , 2006, Accident; analysis and prevention.

[8]  Andrew P Tarko,et al.  Use of crash surrogates and exceedance statistics to estimate road safety. , 2012, Accident; analysis and prevention.

[9]  Lars Ekman,et al.  ON THE TREATMENT OF FLOW IN TRAFFIC SAFETY ANALYSIS: A NON-PARAMETRIC APPROACH APPLIED ON VULNERABLE ROAD USERS , 1996 .

[10]  Katja Vogel,et al.  A comparison of headway and time to collision as safety indicators. , 2003, Accident; analysis and prevention.

[11]  M C Frick,et al.  Mass ratio and relative driver fatality risk in two-vehicle crashes. , 1993, Accident; analysis and prevention.

[12]  Wassim G. Najm,et al.  Modeling Driver Response to Lead Vehicle Decelerating , 2004 .

[13]  C. Hydén,et al.  Evaluation of traffic safety, based on micro-level behavioural data: theoretical framework and first implementation. , 2010, Accident; analysis and prevention.

[14]  L Evans,et al.  Serious or fatal driver injury rate versus car mass in head-on crashes between cars of similar mass. , 1987, Accident; analysis and prevention.

[15]  R Risser,et al.  Behavior in traffic conflict situations. , 1985, Accident; analysis and prevention.

[16]  Åse Svensson,et al.  A method for analysing the traffic process in a safety perspective , 1998 .

[17]  Omar Bagdadi,et al.  Development of a method for detecting jerks in safety critical events. , 2013, Accident; analysis and prevention.

[18]  C. Hydén THE DEVELOPMENT OF A METHOD FOR TRAFFIC SAFETY EVALUATION: THE SWEDISH TRAFFIC CONFLICTS TECHNIQUE , 1987 .

[19]  Ciaran K Simms,et al.  Car size and injury risk: a model for injury risk in frontal collisions. , 2002, Accident; analysis and prevention.

[20]  Timothy Paul Hutchinson INTRA-ACCIDENT CORRELATIONS OF DRIVER INJURY AND THEIR APPLICATION TO THE EFFECT OF MASS RATIO ON INJURY SEVERITY , 1977 .

[21]  L. Evans,et al.  Driver injury and fatality risk in two-car crashes versus mass ratio inferred using Newtonian mechanics. , 1994, Accident; analysis and prevention.

[22]  L Evans,et al.  Causal influence of car mass and size on driver fatality risk. , 2001, American journal of public health.