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Title:

Modeling Highway Traffic Safety in Nigeria Using Delphi Technique and Bayesian Network

Accession Number:

01519614

Record Type:

Component

Availability:

Transportation Research Board Business Office

500 Fifth Street, NW
Washington, DC 20001 United States

Abstract:

Highway traffic safety is an issue confronting developing countries and those of industrialized nations. Many people are injured and/or killed all over the world daily on highway traffic related crashes. Nigeria, as a developing country, has been experiencing unusually high traffic related injury and fatality rates. In order to commence combating highway safety problems in Nigeria, the first task is to identify the major contributing factors, however, Nigeria has no reliable and comprehensive database of traffic accidents and casualties. Consequently, the Delphi Technique was utilized in generating the required data such as number of registered automobiles, number of licensed drivers, and annual fatality count for modeling and forecasting accident rates in Nigeria. A Bayesian Network Model was developed and used, with the data obtained from Delphi process, to demonstrate possible traffic safety responses to different scenarios of changes in the Nigerian socio-political culture. Although the Delphi Technique and the Bayesian Network Model only estimate the accident and safety data, those methods can be a realistic option when those data are not available, especially for the developing countries. The conclusions that are drawn from the output of the Bayesian Network and the analysis of the research results support the notion that the major accident contributors have been identified and the top three contributors – Road Condition, driving under the influence (DUI), and Reckless Driving - are policy related. The Nigerian traffic safety outlook would improve significantly if the existing laws and policies can be enforced, even at a very moderate level.

Supplemental Notes:

This paper was sponsored by TRB committee ABE90 Transportation in the Developing Countries.

Monograph Accession #:

01503729

Report/Paper Numbers:

14-4572

Language:

English

Corporate Authors:

Transportation Research Board

500 Fifth Street, NW
Washington, DC 20001 United States

Authors:

Mbakwe, Anthony C
Saka, Anthony A
Choi, Keechoo
Lee, Young-Jae

Pagination:

21p

Publication Date:

2014

Conference:

Transportation Research Board 93rd Annual Meeting

Location: Washington DC
Date: 2014-1-12 to 2014-1-16
Sponsors: Transportation Research Board

Media Type:

Digital/other

Features:

Figures; References; Tables

Geographic Terms:

Subject Areas:

Data and Information Technology; Highways; Safety and Human Factors; I82: Accidents and Transport Infrastructure; I83: Accidents and the Human Factor

Source Data:

Transportation Research Board Annual Meeting 2014 Paper #14-4572

Files:

TRIS, TRB, ATRI

Created Date:

Jan 27 2014 3:35PM