2018
DOI: 10.1080/17457300.2018.1431945
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Factors associated with urban non-fatal road-accident severity

Abstract: This paper reports on the factors associated with non-fatal urban-road accident severity. Data on accidents were gathered from the local traffic police in the City of Palermo, one of the six most populated cities in Italy. Findings from a mixed-effects logistic-regression model suggest that accident severity increases when two young drivers are involved, road traffic conditions are light/normal and when vehicles crash on a two-way road or carriageway. Speeding is more likely to cause slight or serious injury e… Show more

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Cited by 32 publications
(20 citation statements)
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“…Collision between vehicles was the most frequent type of crash with 59.4% of all reported cases compared to 0.3% of cases for the vehicle-object-pedestrian type. These results are different from those found in Lubumbashi in 2011 and were more likely to be involved in a crash with a slight or serious injury than those aged 25-44 and 55 -64 years [16].…”
Section: Discussioncontrasting
confidence: 95%
“…Collision between vehicles was the most frequent type of crash with 59.4% of all reported cases compared to 0.3% of cases for the vehicle-object-pedestrian type. These results are different from those found in Lubumbashi in 2011 and were more likely to be involved in a crash with a slight or serious injury than those aged 25-44 and 55 -64 years [16].…”
Section: Discussioncontrasting
confidence: 95%
“…According to the results of previous studies conducted in India and Italy, the severity of accidents on rainy days is higher than sunny days (36). Moreover, compared to car accidents, the severity of injuries from motorcycle accidents is higher (37). Being severely injured reduces the QOL.…”
Section: Discussionmentioning
confidence: 99%
“…This technique not only gives the measure of relevance of a feature but also gives its direction of the association, whether positive or negative. Logistic regression methods have been successfully used for reasonably accurate crash severity modeling in previous studies [41][42][43]. Crash severity was defined in two classes, these being whether a crash was fatal or non-fatal, given a list of explanatory variables at a selected confidence level.…”
Section: Crash Severity Modeling Using Logistic Regressionmentioning
confidence: 99%