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Statistical modeling of number of human deaths per road traffic accident in Oromia region, Ethiopia
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Abstract
Background: Globally, road traffic accidents are leading causes of death among young people in general, and the main cause of death among young people aged 15–29 years. Recently, in Ethiopia, the average number of road traffic accidents has been increasing, particularly the Oromia regional state is experiencing a higher road traffic fatalities. This study was conducted to identify the major factors associated with the number of human deaths by road traffic accident in the Oromia Regional State, Ethiopia. Methods: We used data obtained from the Oromia Police Commission Bureau that have been recorded on daily basis road traffic accidents from July, 2016 - July, 2017. Count regression models were was used to assess the factors associated with the number of human deaths from road traffic accidents.Results: Of the total of 3900 road traffic accidents included in the 1188 (30.5%) were giving rise to fatal. The Hurdle models were of better fit than zero inflated Poisson and zero inflated negative binomial model. Thus, the Hurdle Poisson is recommended in this study. Age of the driver 31-50 years (AOR = 0.289, 95%CI: 0.175, 0.479) and higher than 50 years of age (AOR = 0.311, 95%CI: 0.129, 0.751), driver’s years of experience 5-10 years (AOR = 0.014, 95%CI:0.007, 0.027), and more than 10 years (AOR = 0.101, 95%CI:0.057, 0.176), vehicle type automobile (AOR = 8.642, 95%CI:2.7644, 27.023), vehicle years of service 5-10 years (AOR = 2.484, 95%CI:1.194, 5.169), and more than 10 years (AOR = 2.639,95%CI:1.268, 5.497), type of accident, vehicle upside down (AOR = 5.560,95%CI: 2.506, 12.336), causes of accident, turning illegal position (AOR = 0.454, 95%CI:0.226, 0.913), area of accident, residential place (AOR = 108.506, 95%CI: 13.725, 857.798), working areas (AOR = 129.606, 95%CI: 16.448, 1021.263), near hospitals (AOR =23.789, 95%CI: 3.038, 186.298), geographical locations, Western zones (AOR = 0.275, 95%CI: 0.167, 0.455), and South east zones (AOR = 0.624, 95%CI: 0.410, 0.950) were significant associated number of human deaths per road traffic accident factors in the study area.Conclusion: In this study,30.5% of accidents were giving rise to at least one human death per road traffic accident and different associated numbers of human deaths per road traffic accident factors have been identified. Thus, interventions by the bodies concerned with introduction educational programs that will create awareness about road traffic accidents and the associated human deaths, especially targeting road users, young drivers, passengers and pedestrians.
Springer Science and Business Media LLC
Title: Statistical modeling of number of human deaths per road traffic accident in Oromia region, Ethiopia
Description:
Abstract
Background: Globally, road traffic accidents are leading causes of death among young people in general, and the main cause of death among young people aged 15–29 years.
Recently, in Ethiopia, the average number of road traffic accidents has been increasing, particularly the Oromia regional state is experiencing a higher road traffic fatalities.
This study was conducted to identify the major factors associated with the number of human deaths by road traffic accident in the Oromia Regional State, Ethiopia.
Methods: We used data obtained from the Oromia Police Commission Bureau that have been recorded on daily basis road traffic accidents from July, 2016 - July, 2017.
Count regression models were was used to assess the factors associated with the number of human deaths from road traffic accidents.
Results: Of the total of 3900 road traffic accidents included in the 1188 (30.
5%) were giving rise to fatal.
The Hurdle models were of better fit than zero inflated Poisson and zero inflated negative binomial model.
Thus, the Hurdle Poisson is recommended in this study.
Age of the driver 31-50 years (AOR = 0.
289, 95%CI: 0.
175, 0.
479) and higher than 50 years of age (AOR = 0.
311, 95%CI: 0.
129, 0.
751), driver’s years of experience 5-10 years (AOR = 0.
014, 95%CI:0.
007, 0.
027), and more than 10 years (AOR = 0.
101, 95%CI:0.
057, 0.
176), vehicle type automobile (AOR = 8.
642, 95%CI:2.
7644, 27.
023), vehicle years of service 5-10 years (AOR = 2.
484, 95%CI:1.
194, 5.
169), and more than 10 years (AOR = 2.
639,95%CI:1.
268, 5.
497), type of accident, vehicle upside down (AOR = 5.
560,95%CI: 2.
506, 12.
336), causes of accident, turning illegal position (AOR = 0.
454, 95%CI:0.
226, 0.
913), area of accident, residential place (AOR = 108.
506, 95%CI: 13.
725, 857.
798), working areas (AOR = 129.
606, 95%CI: 16.
448, 1021.
263), near hospitals (AOR =23.
789, 95%CI: 3.
038, 186.
298), geographical locations, Western zones (AOR = 0.
275, 95%CI: 0.
167, 0.
455), and South east zones (AOR = 0.
624, 95%CI: 0.
410, 0.
950) were significant associated number of human deaths per road traffic accident factors in the study area.
Conclusion: In this study,30.
5% of accidents were giving rise to at least one human death per road traffic accident and different associated numbers of human deaths per road traffic accident factors have been identified.
Thus, interventions by the bodies concerned with introduction educational programs that will create awareness about road traffic accidents and the associated human deaths, especially targeting road users, young drivers, passengers and pedestrians.
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