Uncovering the behaviour of road accidents in urban areas

Different patterns in the incidence of road accidents are revealed when considering areas with increased levels of urbanization. To understand these patterns, road accident data from England and Wales is explored. In particular, the data are used to (i) generate time series for comparison of the inc...

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Main Authors: C. Cabrera-Arnau, R. Prieto Curiel, S. R. Bishop
Format: Article
Language:English
Published: The Royal Society 2020-04-01
Series:Royal Society Open Science
Subjects:
Online Access:https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.191739
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spelling doaj-66218dc36c3e4d07ba3ffdc4f5c210502020-11-25T03:09:37ZengThe Royal SocietyRoyal Society Open Science2054-57032020-04-017410.1098/rsos.191739191739Uncovering the behaviour of road accidents in urban areasC. Cabrera-ArnauR. Prieto CurielS. R. BishopDifferent patterns in the incidence of road accidents are revealed when considering areas with increased levels of urbanization. To understand these patterns, road accident data from England and Wales is explored. In particular, the data are used to (i) generate time series for comparison of the incidence of road accidents in urban as opposed to rural areas, (ii) analyse the relationship between the number of road accidents and the population size of a set of urban areas, and (iii) model the likelihood of suffering an accident in an urban area and its dependence with population size. It is observed that minor and serious accidents are more frequent in urban areas, whereas fatal accidents are more likely in rural areas. It is also shown that, generally, the number of accidents in an urban area depends on population size superlinearly, with this superlinear behaviour becoming stronger for lower degrees of severity. Finally, given an accident in an urban area, the probability that the accident is fatal or serious decreases with population size and the probability that it is minor, increases sublinearly. These findings promote the question as to why such behaviours exist, the answer to which will lead to more sustainable urban policies.https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.191739scalingroad accidentsurban systems
collection DOAJ
language English
format Article
sources DOAJ
author C. Cabrera-Arnau
R. Prieto Curiel
S. R. Bishop
spellingShingle C. Cabrera-Arnau
R. Prieto Curiel
S. R. Bishop
Uncovering the behaviour of road accidents in urban areas
Royal Society Open Science
scaling
road accidents
urban systems
author_facet C. Cabrera-Arnau
R. Prieto Curiel
S. R. Bishop
author_sort C. Cabrera-Arnau
title Uncovering the behaviour of road accidents in urban areas
title_short Uncovering the behaviour of road accidents in urban areas
title_full Uncovering the behaviour of road accidents in urban areas
title_fullStr Uncovering the behaviour of road accidents in urban areas
title_full_unstemmed Uncovering the behaviour of road accidents in urban areas
title_sort uncovering the behaviour of road accidents in urban areas
publisher The Royal Society
series Royal Society Open Science
issn 2054-5703
publishDate 2020-04-01
description Different patterns in the incidence of road accidents are revealed when considering areas with increased levels of urbanization. To understand these patterns, road accident data from England and Wales is explored. In particular, the data are used to (i) generate time series for comparison of the incidence of road accidents in urban as opposed to rural areas, (ii) analyse the relationship between the number of road accidents and the population size of a set of urban areas, and (iii) model the likelihood of suffering an accident in an urban area and its dependence with population size. It is observed that minor and serious accidents are more frequent in urban areas, whereas fatal accidents are more likely in rural areas. It is also shown that, generally, the number of accidents in an urban area depends on population size superlinearly, with this superlinear behaviour becoming stronger for lower degrees of severity. Finally, given an accident in an urban area, the probability that the accident is fatal or serious decreases with population size and the probability that it is minor, increases sublinearly. These findings promote the question as to why such behaviours exist, the answer to which will lead to more sustainable urban policies.
topic scaling
road accidents
urban systems
url https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.191739
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