Trajectories of kinematic risky driving among novice teenagers.

OBJECTIVES Elevated gravitational force event rates are associated with the likelihood of a crash or near crash and provide an objective measure of risky driving. The purpose of this research is to examine the patterns over time of kinematic measures of risky driving among novice teenage drivers. METHODS Driving data were collected from 42 newly licensed teenage drivers during the first 18 months of licensure. Data recording systems installed in participants' vehicles provided information on driving performance and driver characteristics. Latent class and logistic regression models were used to analyze trajectories of elevated gravitational-force (g-force) event rates, called kinematic risky driving, with respect to risk groups and associated factors. RESULTS Kinematic risky driving over the 18-month study period was best characterized as two classes, a higher-risk and a lower-risk class. The rate of kinematic risky driving during the first 6 months generally maintained over 18 months. Indeed, of those classified by latent class analysis as higher risk, 88.9%, 94.4% and 94.4% had average event rates above the median in the 1st, 2nd, and 3rd 6-month periods, respectively, indicating substantial tracking over time. Friends' risky driving, friends' risky behavior, self-reported risky driving, and perceptions about risky driving and driving privileges were associated with trip-level rates of kinematic risky driving. However, none of these factors was associated with trip-level rates after stratifying by overall risk in a latent class model, although friend's risky driving was marginally significant. CONCLUSION Kinematic risky driving tended to track over time within the lower and higher risky driving groups. Self-reported risky driving and having risky friends were predictors of kinematic risky driving rates, but these variables did not explain the heterogeneity within higher and lower classes of risky drivers.

[1]  C. McCulloch,et al.  Latent Class Models for Joint Analysis of Longitudinal Biomarker and Event Process Data , 2002 .

[2]  Thomas A Dingus,et al.  Naturalistic assessment of novice teenage crash experience. , 2011, Accident; analysis and prevention.

[3]  David F Preusser,et al.  Do Recommended Driving Limits Affect Teen-Reported Traffic Violations and Crashes During the First 12 Months of Independent Driving? , 2006, Traffic injury prevention.

[4]  P. Albert,et al.  Do elevated gravitational-force events while driving predict crashes and near crashes? , 2012, American journal of epidemiology.

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

[6]  Divera A M Twisk,et al.  Trends in young driver risk and countermeasures in European countries. , 2007, Journal of safety research.

[7]  Anne T McCartt,et al.  Driving experience, crashes and traffic citations of teenage beginning drivers. , 2003, Accident; analysis and prevention.

[8]  A. Wåhlberg The stability of driver acceleration behavior, and a replication of its relation to bus accidents. , 2004 .

[9]  M. Zuckerman Behavioral Expressions and Biosocial Bases of Sensation Seeking , 1994 .

[10]  Julie Hatfield,et al.  The role of risk-propensity in the risky driving of younger drivers. , 2009, Accident; analysis and prevention.

[11]  M. Zuckerman,et al.  Sensation Seeking and Risky Driving, Sports, and Vocations. , 2007 .

[12]  P. Costa,et al.  Revised NEO Personality Inventory (NEO-PI-R) and NEO-Five-Factor Inventory (NEO-FFI) , 1992 .

[13]  A. Wåhlberg Aggregation of driver celeration behavior data: Effects on stability and accident prediction , 2007 .

[14]  A. McCartt,et al.  Observational study of the extent of driving while suspended for alcohol impaired driving , 2003, Injury prevention : journal of the International Society for Child and Adolescent Injury Prevention.

[15]  J. Groeger Understanding Driving: Applying Cognitive Psychology to a Complex Everyday Task , 2000 .

[16]  B. Simons-Morton,et al.  Parenting Practices and Adolescent Risky Driving: A Three-Month Prospective Study , 2002, Health education & behavior : the official publication of the Society for Public Health Education.

[17]  Daniel P Keating,et al.  Adolescent drivers: a developmental perspective on risk, proficiency, and safety. , 2008, American journal of preventive medicine.

[18]  T. Dingus,et al.  Crash and risky driving involvement among novice adolescent drivers and their parents. , 2011, American journal of public health.

[19]  L. Steinberg A Social Neuroscience Perspective on Adolescent Risk-Taking. , 2008, Developmental review : DR.

[20]  Allan F Williams,et al.  Teenage drivers: patterns of risk. , 2003, Journal of safety research.

[21]  William A Leaf,et al.  The effects of the checkpoints program on parent-imposed driving limits and crash outcomes among Connecticut novice teen drivers at 6-months post-licensure. , 2006, Journal of safety research.

[22]  Patrick M O'Malley,et al.  Unsafe driving by high school seniors: national trends from 1976 to 2001 in tickets and accidents after use of alcohol, marijuana and other illegal drugs. , 2003, Journal of studies on alcohol.

[23]  Frauke Kreuter,et al.  Longitudinal modeling of population heterogeneity: Methodological challenges to the analysis of empirically derived criminal trajectory profiles , 2008 .

[24]  Elisa R Braver,et al.  Are current law enforcement strategies associated with a lower risk of repeat speeding citations and crash involvement? A longitudinal study of speeding Maryland drivers. , 2011, Annals of epidemiology.

[25]  K. Beerman,et al.  Predictors of recidivism in DUIIs. , 1988, Journal of studies on alcohol.

[26]  Thomas A. Dingus,et al.  Variability in Crash/Near-Crash Risk Among Novice Drivers , 2014 .

[27]  Judy J. Fleiter,et al.  How do other people influence your driving speed? Exploring the 'who' and the 'how' of social influences on speeding from a qualitative perspective , 2010 .

[28]  T. Dingus,et al.  The effect of passengers and risk-taking friends on risky driving and crashes/near crashes among novice teenagers. , 2011, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.