Analysing the development of road safety using demographic data |
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Authors: | Henk Stipdonk Frits BijleveldYvette van Norden Jacques Commandeur |
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Affiliation: | Road Safety Assessment Department, SWOV, P.O. Box 1090, 2260 BB Leidschendam, The Netherlands |
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Abstract: | The purpose of this paper is to show that time series analyses of road safety and risk can be improved by using demographic data. We demonstrate that the distance travelled by drivers or riders of a certain age reflects the fluctuations over the years of the number of people of that age within the population. We further demonstrate that the change over time of per capita distance travelled, i.e. distance travelled per person, is often less subject to stochastic fluctuations, and therefore more smooth than the total distance travelled for drivers of that age. This smoothness is used to obtain forecasts of distance travelled, or to average out year-to-year fluctuations of data of distance travelled. Analysis of such data stratified by age group, gender or both reveals that, for most travel modes, per capita distance travelled is to a large extent constant or slowly changing over time. The consequences for the evaluation of risk, i.e. casualties per distance travelled, with and without the use of population data, are explored. Dutch data are used to illustrate the model concept. |
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Keywords: | Traffic safety Time series analysis Demographic data Stratification Age Gender |
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