Reducing Fatalities and Severe Injuries on Florida’s High-Speed Multi-Lane Arterial Corridors; Part I: Preliminary Severity Analysis of Driver Crash Involvements

Severe injury involvements on arterial roads account for a quarter of the total severe injuries reported statewide. Crash severity analysis was conducted and consisted of six road entity models and twenty crash type models. The data preparation and sampling was successful in allowing a robust dataset. The overall model was a good candidate for the analysis of driver injury severity on high-speed multilane roads. Driver injury severity resulting from angle and left turn crashes were best modeled by separate unsignalized intersection crash analysis. Injury severity from rear-end and fixed object crashes was best modeled by combined analysis of pure segment and unsignalized intersection crashes. The most important contributing factors found in the overall analysis included driver-related variables such as age, gender, seat belt use, at-fault driver, physical defects and speeding. Crash and vehicle-related contributing factors included driver ejection, collision type (harmful event), contributing cause, type of vehicle and off-roadway crash. Multivehicle crashes and interactions with intersection and off road crashes were also significant. The most significant roadway-related variables included speed limit, adt per lane, access class, lane width, roadway curve, sidewalk width, non-high mast lighting density, type of friction course and skid resistance. Two additional models of crashes for urban and rural areas were successfully developed. The land use models’ goodness of fit was substantially better than any other combination by road entity or the overall model.

[1]  W. Eisele,et al.  Estimating the safety and operational impact of raised medians and driveway density: Experiences from Texas and Oklahoma case studies , 2005 .

[2]  F Mannering,et al.  Statistical analysis of accident severity on rural freeways. , 1996, Accident; analysis and prevention.

[3]  Mohamed Abdel-Aty,et al.  Crash Estimation at Signalized Intersections Along Corridors: Analyzing Spatial Effect and Identifying Significant Factors , 2006 .

[4]  Ahmed E. Radwan,et al.  Modeling traffic accident occurrence and involvement. , 2000, Accident; analysis and prevention.

[5]  Girma Berhanu,et al.  Models relating traffic safety with road environment and traffic flows on arterial roads in Addis Ababa. , 2004, Accident; analysis and prevention.

[6]  N N Sze,et al.  Diagnostic analysis of the logistic model for pedestrian injury severity in traffic crashes. , 2007, Accident; analysis and prevention.

[7]  Sunanda Dissanayake,et al.  Factors influential in making an injury severity difference to older drivers involved in fixed object-passenger car crashes. , 2002, Accident; analysis and prevention.

[8]  L Li,et al.  Predictors of safety belt use among crash-involved drivers and front seat passengers: adjusting for over-reporting. , 1999, Accident; analysis and prevention.

[9]  C J O'Donnell,et al.  Predicting the severity of motor vehicle accident injuries using models of ordered multiple choice. , 1996, Accident; analysis and prevention.

[10]  M A Abdel-Aty,et al.  An assessment of the effect of driver age on traffic accident involvement using log-linear models. , 1998, Accident; analysis and prevention.

[11]  James Jaccard,et al.  Analyzing Contingent Effects in Regression Models , 2004 .

[12]  Fred Mannering,et al.  Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis. , 2002, Accident; analysis and prevention.

[13]  K Obeng,et al.  Some determinants of possible injuries in crashes at signalized intersections. , 2007, Journal of safety research.

[14]  Matthew G Karlaftis,et al.  Effects of road geometry and traffic volumes on rural roadway accident rates. , 2002, Accident; analysis and prevention.

[15]  Mohamed Abdel-Aty,et al.  Investigation of Safety Influence Area for Four-Legged Signalized Intersections , 2008 .

[16]  Chap T. Le,et al.  Applied Categorical Data Analysis , 1998 .

[17]  Karin M Bauer,et al.  Operational and Safety Effects of Right-Turn Deceleration Lanes on Urban and Suburban Arterials , 2007 .

[18]  James K Hammitt,et al.  Safety Impacts of SUVs, Vans, and Pickup Trucks in Two‐Vehicle Crashes , 2003, Risk analysis : an official publication of the Society for Risk Analysis.

[19]  Young-Jun Kweon,et al.  Driver injury severity: an application of ordered probit models. , 2002, Accident; analysis and prevention.

[20]  Cletus R. Mercier,et al.  Age and Gender as Predictors of Injury Severity in Head-on Highway Vehicular Collisions , 1997 .

[21]  Rune Elvik,et al.  Road safety effects of porous asphalt: a systematic review of evaluation studies. , 2005, Accident; analysis and prevention.

[22]  Ezra Hauer,et al.  Safety Models for Urban Four-Lane Undivided Road Segments , 2004 .

[23]  Asad J. Khattak,et al.  Applying the Ordered Probit Model to Injury Severity in Truck-Passenger Car Rear-End Collisions , 1998 .

[24]  Mohamed Abdel-Aty,et al.  Analysis of driver injury severity levels at multiple locations using ordered probit models. , 2003, Journal of safety research.

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

[26]  F M Streff,et al.  Are there really shortcuts? Estimating seat belt use with self-report measures. , 1989, Accident; analysis and prevention.

[27]  E Hauer,et al.  EXTENT AND SOME IMPLICATIONS OF INCOMPLETE ACCIDENT REPORTING , 1988 .

[28]  Mohamed Abdel-Aty,et al.  ANALYSIS OF CRASH-INVOLVEMENT TRENDS BY DRIVERS' AGE IN FLORIDA , 1999 .

[29]  Patrick T McCoy,et al.  Effect of Median Treatment on Urban Arterial Safety: An Accident Prediction Model , 1997 .

[30]  Andrzej P. Tarko,et al.  Effects of Access Control on Safety on Urban Arterial Streets , 1999 .

[31]  Ezra Hauer,et al.  Estimation of safety at signalized intersections , 1988 .

[32]  F F Saccomanno,et al.  Reliability of Statistical Road Accident Injury Severity Models , 1996 .

[33]  Asad J. Khattak,et al.  Injury Severity in Multivehicle Rear-End Crashes , 2001 .

[34]  Hampton C Gabler,et al.  The fatality and injury risk of light truck impacts with pedestrians in the United States. , 2004, Accident; analysis and prevention.

[35]  A. S. Al-Ghamdi Using logistic regression to estimate the influence of accident factors on accident severity. , 2002, Accident; analysis and prevention.

[36]  Mohamed Abdel-Aty,et al.  Exploring the overall and specific crash severity levels at signalized intersections. , 2005, Accident; analysis and prevention.

[37]  D. G. Beech,et al.  The Advanced Theory of Statistics. Volume 2: Inference and Relationship. , 1962 .

[38]  G. Guyatt,et al.  The independent contribution of driver, crash, and vehicle characteristics to driver fatalities. , 2002, Accident; analysis and prevention.

[39]  F Mannering,et al.  Analysis of injury severity and vehicle occupancy in truck- and non-truck-involved accidents. , 1999, Accident; analysis and prevention.

[40]  F. Mannering,et al.  Differences in rural and urban driver-injury severities in accidents involving large-trucks: an exploratory analysis. , 2005, Accident; analysis and prevention.

[41]  S. Menard Applied Logistic Regression Analysis , 1996 .

[42]  Piet Rietveld,et al.  Congestion and Safety on Highways: Towards an Analytical Model , 1997 .

[43]  M. Malone,et al.  SAFETY EFFECTS OF LEFT-TURN LANES ON URBAN FOUR-LANE ROADWAYS , 1989 .

[44]  F. Mannering,et al.  Driver aging and its effect on male and female single-vehicle accident injuries: some additional evidence. , 2006, Journal of safety research.

[45]  Karen R. Richard,et al.  Relationship of Lane Width to Safety on Urban and Suburban Arterials , 2007 .

[46]  Jian John Lu,et al.  Safety effects of the separation distances between driveway exits and downstream U-turn locations. , 2008, Accident; analysis and prevention.

[47]  Mohamed Abdel-Aty,et al.  Temporal and spatial analyses of rear-end crashes at signalized intersections. , 2006, Accident; analysis and prevention.

[48]  Kelvin K W Yau,et al.  Risk factors affecting the severity of single vehicle traffic accidents in Hong Kong. , 2004, Accident; analysis and prevention.

[49]  J L Gattis,et al.  Effects of rural highway median treatments and access , 2005 .

[50]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[51]  Karl Kim,et al.  Restraint Use by Children Involved in Crashes in Hawaii, 1986-1991 , 1996 .

[52]  Mohamed Abdel-Aty,et al.  Configuration Analysis of Two-Vehicle Rear-End Crashes , 2003 .

[53]  Gudmundur F. Ulfarsson,et al.  Differences in male and female injury severities in sport-utility vehicle, minivan, pickup and passenger car accidents. , 2004, Accident; analysis and prevention.

[54]  D. Hosmer,et al.  Applied Logistic Regression , 1991 .

[55]  L Li,et al.  Personal and behavioral predictors of automobile crash and injury severity. , 1995, Accident; analysis and prevention.

[56]  Jeffrey S. Simonoff,et al.  Analyzing Categorical Data , 2003 .

[57]  Mohamed Abdel-Aty,et al.  Crash Estimation at Signalized Intersections: Significant Factors and Temporal Effect , 2006 .

[58]  James G Strathman,et al.  Analysis of design attributes and crashes on the Oregon highway system. , 2001, Applied health economics and health policy.

[59]  Mohamed Abdel-Aty,et al.  Analysis and prediction of traffic fatalities resulting from angle collisions including the effect of vehicles' configuration and compatibility. , 2004, Accident; analysis and prevention.

[60]  Silvio Brusaferro,et al.  Risk factors for fatal road traffic accidents in Udine, Italy. , 2002, Accident; analysis and prevention.

[61]  Chris Lee,et al.  A Simplistic, Practical Approach to Identify Traffic Crash Profiles at Signalized Intersections , 2006 .

[62]  A. Khattak,et al.  Injury Effects of Rollovers and Events Sequence in Single-Vehicle Crashes , 2000 .

[63]  Xuesong Wang,et al.  Left-Turn Crash Injury Severity Analyses Using Partial Proportional Odds Models: Significant Factors and Varying Effects , 2008 .