Prediction of road accident severity using the ordered probit model

R Garrido, A Bastos, A de Almeida, JP Elvas - Transportation Research …, 2014 - Elsevier
The ordered probit model is used to examine the contribution of several factors to the injury
severity faced by motor-vehicle occupants involved in road accidents. The estimated results …

Accident severity analysis using ordered probit model

SM Rifaat, HC Chin - Journal of advanced transportation, 2007 - Wiley Online Library
To reduce injuries in road crashes, better understanding is needed between the relationship
of injury severity and risk factors. This study seeks to identify the contributing factors affecting …

Driver injury severity: an application of ordered probit models

KM Kockelman, YJ Kweon - Accident Analysis & Prevention, 2002 - Elsevier
This paper describes the use of ordered probit models to examine the risk of different injury
levels sustained under all crash types, two-vehicle crashes, and single-vehicle crashes. The …

Analysis of driver injury severity levels at multiple locations using ordered probit models

M Abdel-Aty - Journal of safety research, 2003 - Elsevier
Problem: The occurrence and outcome of traffic crashes have long been recognized as
complex events involving interactions between many factors, including the roadway, driver …

Factors contributing to the severity of intersection crashes

R Tay, SM Rifaat - Journal of Advanced Transportation, 2007 - Wiley Online Library
Road crashes are a leading cause of death and serious injuries both developed and
developing countries. Intersections are recognized as being among the most hazardous …

Investigation on the injury severity of drivers in rear-end collisions between cars using a random parameters bivariate ordered probit model

F Chen, M Song, X Ma - … journal of environmental research and public …, 2019 - mdpi.com
The existing studies on drivers' injury severity include numerous statistical models that
assess potential factors affecting the level of injury. These models should address specific …

Applying the ordered probit model to injury severity in truck-passenger car rear-end collisions

CS Duncan, AJ Khattak… - Transportation Research …, 1998 - journals.sagepub.com
Collisions between heavy trucks and passenger cars are a major concern because of the
severity of injuries. This research has two objectives. One is to examine the impact of various …

The temporal stability of factors affecting driver injury severity in run-off-road crashes: A random parameters ordered probit model with heterogeneity in the means …

M Yu, C Zheng, C Ma, J Shen - Accident Analysis & Prevention, 2020 - Elsevier
This study presents an effort to investigate the determinants of driver injury severity in run-off-
road (ROR) crashes. In order to account for unobserved heterogeneity, a random parameter …

A random parameters ordered probit analysis of injury severity in truck involved rear-end collisions

X Shao, X Ma, F Chen, M Song, X Pan… - International journal of …, 2020 - mdpi.com
Social and economic burdens caused by truck-involved rear-end collisions are of great
concern to public health and the environment. However, few efforts focused on identifying …

Exploring factors associated with crash severity on motorways in Pakistan

N Ahmad, A Ahmed, B Wali… - Proceedings of the …, 2022 - icevirtuallibrary.com
The enormous loss of life, as well as economic loss, incurred by road traffic crashes means
that rigorous research efforts, especially in developing countries, are needed to investigate …