Road traffic accident prediction modelling: a literature review

G Yannis, A Dragomanovits, A Laiou… - Proceedings of the …, 2017 - icevirtuallibrary.com
This paper presents a comprehensive literature review on road traffic accident prediction
models (APMs) and crash modification factors (CMFs). The focus is on motorways and …

Investigating the impacts of real-time weather conditions on freeway crash severity: a Bayesian spatial analysis

Q Zeng, W Hao, J Lee, F Chen - International journal of environmental …, 2020 - mdpi.com
This study presents an empirical investigation of the impacts of real-time weather conditions
on the freeway crash severity. A Bayesian spatial generalized ordered logit model was …

Bayesian spatial-temporal model for the main and interaction effects of roadway and weather characteristics on freeway crash incidence

H Wen, X Zhang, Q Zeng, NN Sze - Accident Analysis & Prevention, 2019 - Elsevier
This study attempts to examine the main and interaction effects of roadway and weather
conditions on crash incidence, using the comprehensive crash, traffic and weather data from …

Impact of traffic and road infrastructural design variables on road user safety–a systematic literature review

A Choudhary, RD Garg, SS Jain… - International Journal of …, 2023 - Taylor & Francis
Road transportation is more favoured as it is less expensive and relatively faster than other
modes of transportation. A higher probability of getting involved in crashes reveals its …

Impact of road-surface condition on rural highway safety: A multivariate random parameters negative binomial approach

S Chen, TU Saeed, S Labi - Analytic methods in accident research, 2017 - Elsevier
Recent studies have begun to shed more light on the crashes experienced on rural roads by
examining the influence of a road's pavement surface condition. In a bid to contribute to this …

Effects of pavement surface conditions on traffic crash severity

J Lee, BH Nam, M Abdel-Aty - Journal of Transportation …, 2015 - ascelibrary.org
Improving road safety through proper pavement maintenance is one of the goals of
pavement management. Many studies have found that pavement conditions significantly …

Safety sensitivity to roadway characteristics: A comparison across highway classes

S Chen, TU Saeed, M Alinizzi, S Lavrenz… - Accident Analysis & …, 2019 - Elsevier
This paper examined the accident risk factors associated with highway traffic and roadway
design, for each of three highway classes in the United States using a bivariate modeling …

Quantifying the safety effects of horizontal curves on two-way, two-lane rural roads

JP Gooch, VV Gayah, ET Donnell - Accident Analysis & Prevention, 2016 - Elsevier
The objective of this study is to quantify the safety performance of horizontal curves on two-
way, two-lane rural roads relative to tangent segments. Past research is limited by small …

Effects of geometric attributes of horizontal and sag vertical curve combinations on freeway crash frequency

X Wang, S Li, X Li, Y Wang, Q Zeng - Accident Analysis & Prevention, 2023 - Elsevier
The geometric design of the combinations of horizontal and sag vertical curves (sag
combinations or sag combined curves) is vital to road safety. However, there is little research …

Safety impacts of pavement surface roughness at two-lane and multi-lane highways: accounting for heterogeneity and seemingly unrelated correlation across crash …

S Chen, TU Saeed, SD Alqadhi… - … A: transport science, 2019 - Taylor & Francis
Highway agencies continue to show interest in measuring pavement condition effects on
safety. This paper estimates univariate negative binomial (UNB) and random-parameters …