Structural anatomy and temporal trends of road accident research: Full-scope analyses of the field

M Haghani, A Behnood, O Oviedo-Trespalacios… - Journal of safety …, 2021 - Elsevier
Introduction: Scholarly research on road accidents over the past 50 years has generated
substantial literature. We propose a robust search strategy to retrieve and analyze this …

Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors

Q Zeng, W Gu, X Zhang, H Wen, J Lee… - Accident Analysis & …, 2019 - Elsevier
This study develops a Bayesian spatial generalized ordered logit model with conditional
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …

The effect of human mobility and control measures on traffic safety during COVID-19 pandemic

J Zhang, B Feng, Y Wu, P Xu, R Ke, N Dong - PLoS one, 2021 - journals.plos.org
As mobile device location data become increasingly available, new analyses are revealing
the significant changes of mobility pattern when an unplanned event happened. With …

Investigating in-vehicle distracting activities and crash risks for young drivers using structural equation modeling

K Shaaban, S Gaweesh, MM Ahmed - PLoS one, 2020 - journals.plos.org
Distracted driving has been considered one of the main reasons for traffic crashes in recent
times, especially among young drivers. The objectives of this study were to identify the …

Jointly modeling area-level crash rates by severity: a Bayesian multivariate random-parameters spatio-temporal Tobit regression

Q Zeng, Q Guo, SC Wong, H Wen… - … A: Transport Science, 2019 - Taylor & Francis
This study investigates the inclusion of spatio-temporal correlation and interaction in a
multivariate random-parameters Tobit model and their influence on fitting areal crash rates …

A new regression model for bounded response variable: An alternative to the beta and unit-Lindley regression models

E Altun, M El-Morshedy, MS Eliwa - Plos one, 2021 - journals.plos.org
A new distribution defined on (0, 1) interval is introduced. Its probability density and
cumulative distribution functions have simple forms. Thanks to its simple forms, the …

Investigating hazardous factors affecting freeway crash injury severity incorporating real-time weather data: Using a Bayesian multinomial logit model with conditional …

X Zhang, H Wen, T Yamamoto, Q Zeng - Journal of safety research, 2021 - Elsevier
Introduction: It has been demonstrated that weather conditions have significant impacts on
freeway safety. However, when employing an econometric model to examine freeway crash …

Bayesian spatial correlation, heterogeneity and spillover effect modeling for speed mean and variance on urban road networks

Y Zhou, X Jiang, C Fu, H Liu, G Zhang - Accident Analysis & Prevention, 2022 - Elsevier
Analyzing speed mean and variance is vital to safety management in urban roadway
networks. However, modeling speed mean and variance on structured roads could be …

Exposure based geographic analysis mode for estimating the expected pedestrian crash frequency in urban traffic zones; case study of Tehran

SA Almasi, HR Behnood - Accident Analysis & Prevention, 2022 - Elsevier
Predicting pedestrian crashes on urban roads is one of the most important issues related to
urban traffic safety. Due to the lack of spatial correlation and instability in the crash data, the …

Towards activity-based exposure measures in spatial analysis of pedestrian–motor vehicle crashes

N Dong, F Meng, J Zhang, SC Wong, P Xu - Accident Analysis & Prevention, 2020 - Elsevier
Background Although numerous efforts have been devoted to exploring the effects of area-
wide factors on the frequency of pedestrian crashes in neighborhoods over the past two …