Literature DB >> 16696930

Factors associated with automobile accidents and survival.

Hong Sok Kim1, Hyung Jin Kim, Bongsoo Son.   

Abstract

This paper develops an econometric model for vehicles' inherent mortality rate and estimates the probability of accidents and survival in the United States. Logistic regression model is used to estimate probability of survival, and censored regression model is used to estimate probability of accidents. The estimation results indicated that the probability of accident and survival are influenced by the physical characteristics of the vehicles involved in the accident, and by the characteristics of the driver and the occupants. Using restrain system and riding in heavy vehicle increased the survival rate. Middle-aged drivers are less susceptible to involve in an accident, and surprisingly, female drivers are more likely to have an accident than male drivers. Riding in powerful vehicles (high horsepower) and driving late night increase the probability of accident. Overall, the driving behavior and characteristics of vehicle does matter and affects the probabilities of having a fatal accident for different types of vehicles.

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Year:  2006        PMID: 16696930     DOI: 10.1016/j.aap.2006.04.001

Source DB:  PubMed          Journal:  Accid Anal Prev        ISSN: 0001-4575


  3 in total

1.  Road casualties and changes in risky driving behavior in France between 2001 and 2004 among participants in the GAZEL cohort.

Authors:  Aymery Constant; Louis Rachid Salmi; Sylviane Lafont; Mireille Chiron; Emmanuel Lagarde
Journal:  Am J Public Health       Date:  2008-10-15       Impact factor: 9.308

2.  Failure to reduce drinking and driving in France: a 6-year prospective study in the GAZEL cohort.

Authors:  Aymery Constant; Sylviane Lafont; Mireille Chiron; Marie Zins; Emmanuel Lagarde; Antoine Messiah
Journal:  Addiction       Date:  2009-11-17       Impact factor: 6.526

3.  A systematic review of statistical models and outcomes of predicting fatal and serious injury crashes from driver crash and offense history data.

Authors:  Reneta Slikboer; Samuel D Muir; S S M Silva; Denny Meyer
Journal:  Syst Rev       Date:  2020-09-28
  3 in total

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