Bivariate joint analysis of injury severity of drivers in truck-car crashes accommodating multilayer unobserved heterogeneity

D Song, X Yang, Y Yang, P Cui, G Zhu - Accident Analysis & Prevention, 2023 - Elsevier
Truck-involved crashes, especially truck-car crashes, are associated with serious and even
fatal injuries, thus necessitating an in-depth analysis. Prior research focused solely on …

Hierarchical Bayesian random intercept model-based cross-level interaction decomposition for truck driver injury severity investigations

C Chen, G Zhang, Z Tian, SM Bogus, Y Yang - Accident Analysis & …, 2015 - Elsevier
Traffic crashes occurring on rural roadways induce more severe injuries and fatalities than
those in urban areas, especially when there are trucks involved. Truck drivers are found to …

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 …

Multi-vehicle crashes involving large trucks: A random parameter discrete outcome modeling approach

M Islam - Journal of the Transportation Research …, 2015 - journals3.library.oregonstate.edu
A growing concern on large-truck crashes increased over the years due to the potential
economic impacts and level of injury severity. This study aims to analyze the injury severities …

Investigating occupant injury severity of truck-involved crashes based on vehicle types on a mountainous freeway: A hierarchical Bayesian random intercept approach

MT Haq, M Zlatkovic, K Ksaibati - Accident Analysis & Prevention, 2020 - Elsevier
Earlier research on injury severity of truck-involved crashes focused primarily on single-truck
and multi-vehicle crashes with truck involvement, or investigated truck-involved injury …

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 …

Investigating the injury severity of single-vehicle truck crashes in a developing country

E Rahimi, A Shamshiripour, A Samimi… - Accident Analysis & …, 2020 - Elsevier
Trucking plays a vital role in economic development in every country, especially countries
where it serves as the backbone of the economy. The fast growth of economy in Iran as a …

Two-vehicle driver-injury severity: A multivariate random parameters logit approach

H Gong, T Fu, Y Sun, Z Guo, L Cong, W Hu… - Analytic methods in …, 2022 - Elsevier
Two-vehicle crashes have been dominating all types of traffic accidents, wherein the vehicle
drivers have been sustaining the highest risk of injury among all vehicle occupants. To …

Assessment of commercial truck driver injury severity based on truck configuration along a mountainous roadway using hierarchical Bayesian random intercept …

MT Haq, M Zlatkovic, K Ksaibati - Accident Analysis & Prevention, 2021 - Elsevier
For the last decade, disaggregate modeling approach has been frequently practiced to
analyze truck-involved crash injury severity. This included truck-involved crashes based on …

Analysis of Injury Severity of Drivers Involved Different Types of Two‐Vehicle Crashes Using Random‐Parameters Logit Models with Heterogeneity in Means and …

Q Wu, D Song, C Wang, F Chen… - Journal of advanced …, 2023 - Wiley Online Library
This study proposes random‐parameters multinomial logit models, with heterogeneity in
means and variances, to explore the differences in the factors influencing injury severities of …