Accident risk of foreign drivers in various road environments.

INTRODUCTION This paper reports on the accident risk of foreign and native drivers in various road environments in Greece. In particular, the analysis aims to determine the combined effect of driver nationality, area type (inside/outside urban area), junction (yes/no), and lighting conditions (day/night) on accident fault risk. METHODS Data from the national accident database of Greece are used in a hierarchical log-linear analysis. The induced exposure technique is applied due to the lack of exposure data. Estimated and observed odds ratios are then examined for the quantification of the various effects in terms of relative risk. RESULTS The initial examination of a saturated model leads to the rejection of all three- and higher-order effects within variables, without providing an adequate fit to the data. On the contrary, a non-saturated second-order model presents a very satisfactory overall fit. The examination of single and combined effects indicates that the most significant effect on accident risk rises from the presence of foreign drivers at junctions. CONCLUSIONS Results confirm that foreign drivers in Greece are at increased risk. However, immigrant permanent residents appear to have a lower risk compared to tourists, regardless of the road environment.

[1]  P Stamatiadis,et al.  Quasi-induced exposure revisited. , 1991, Accident; analysis and prevention.

[2]  James Joseph Biundo,et al.  Analysis of Contingency Tables , 1969 .

[3]  Timothy C. Coburn,et al.  Statistical and Econometric Methods for Transportation Data Analysis , 2004, Technometrics.

[4]  M. Nakai,et al.  DRIVER BEHAVIOR AND OPINIONS--AN INTERNATIONAL CROSS CULTURAL STUDY , 1980 .

[5]  Sunanda Dissanayake,et al.  TRAFFIC CONTROL DEVICE COMPREHENSION : DIFFERENCES BETWEEN DOMESTIC AND INTERNATIONAL DRIVERS IN USA , 2001 .

[6]  A. Agresti An introduction to categorical data analysis , 1997 .

[7]  Hoong Chor Chin,et al.  An analysis of motorcycle injury and vehicle damage severity using ordered probit models. , 2002, Journal of safety research.

[8]  George Yannis,et al.  Driver age and vehicle engine size effects on fault and severity in young motorcyclists accidents. , 2005, Accident; analysis and prevention.

[9]  Leo A. Goodman,et al.  Guided and Unguided Methods for the Selection of Models for a Set of T Multidimensional Contingency Tables , 1973 .

[10]  A Skalkidou,et al.  Are traffic injuries disproportionally more common among tourists in Greece? Struggling with incomplete data. , 1999, Accident; analysis and prevention.

[11]  H Summala,et al.  American drivers in Europe: different signing policy may cause safety problems at uncontrolled intersections. , 1998, Accident; analysis and prevention.

[12]  Michael Sivak,et al.  Driver risk-taking in Spain and the U.S.A. , 1987 .

[13]  Hashim Al-Madani,et al.  Role of drivers' personal characteristics in understanding traffic sign symbols. , 2002, Accident; analysis and prevention.

[14]  G. A. Hodge,et al.  The role of accident exposure in transport system safety evaluations ii: group exposure and induced exposure , 1985 .

[15]  A E Radwan,et al.  DEMOGRAPHIC FACTORS AND TRAFFIC CRASHES: PART I - DESCRIPTIVE STATISTICS AND MODELS , 1998 .

[16]  D Trichopoulos,et al.  Epidemiology of road traffic accidents during pleasure travelling: the evidence from the Island of Crete. , 1997, Accident; analysis and prevention.

[17]  M-R Yahya IMMIGRANTS AND TRAFFIC SAFETY (PRESTUDY): AN ANALYSIS OF EXISTING PUBLIC DATA SOURCE IN SWEDEN , 2001 .

[18]  Lei Li,et al.  DRIVERS AT FAULT: INFLUENCES OF AGE, SEX, AND VEHICLE TYPE , 1998 .

[19]  S Y Ali,et al.  Road Traffic Violations and Seat Belt Use in Kuwait: Study of Driver Behavior in Motion , 1998 .

[20]  P Leviäkangas,et al.  Accident risk of foreign drivers--the case of Russian drivers in south-eastern Finland. , 1998, Accident; analysis and prevention.