Promoting public health and safety: a predictive modeling software analysis on perceived road fatality contributory factors

Article

Oluwagbemi, O. 2012. Promoting public health and safety: a predictive modeling software analysis on perceived road fatality contributory factors. African Journal of Computing and ICTs. 5 (5), pp. 23-36.
TypeArticle
TitlePromoting public health and safety: a predictive modeling software analysis on perceived road fatality contributory factors
AuthorsOluwagbemi, O.
Abstract

Extensive literature search was conducted to computationally analyze the relationship between key perceived road fatality factors and public health impacts, in terms of mortality and morbidity. Heterogeneous sources of data on road fatality 1970-2005 and that based on interview questionnaire on European road drivers’ perception were sourced. Computational analysis was performed on these data using the Multilayer Perceptron model within the dtreg predictive modeling software. Driver factors had the highest relative significance. Drivers played significant role as causative agents of road accidents. A good degree of correlation was also observed when compared with results obtained by previous researchers. Sweden, UK, Finland, Denmark, Germany, France, Netherlands, and Austria, where road safety targets were set and EU targets adopted, experienced a faster and sharper reduction of road fatalities. However, Belgium, Ireland, Italy, Greece and Portugal experienced slow, but little reduction in cases of road fatalities. Spain experienced an increase in road fatalities possibly due to road fatalities enhancing factors. Estonia, Slovenia, Cyprus, Hungry, Czech Republic, Slovakia and Poland experienced a fluctuating but decreasing trend. Enforcement of road safety principles and regulations are needed to decrease the incidences of fatal accidents. Adoption of the EU target of -50% reductions of fatalities in all countries will help promote public health and safety.

Sustainable Development Goals3 Good health and well-being
Middlesex University ThemeHealth & Wellbeing
PublisherIEEE
JournalAfrican Journal of Computing and ICTs
ISSN2006-1781
Publication dates
Print2012
Publication process dates
Accepted10 Oct 2012
Deposited19 Apr 2024
Output statusPublished
LanguageEnglish
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