Latent class analysis of the effects of age, gender, and alcohol consumption on driver-injury severities

A Behnood, AM Roshandeh, FL Mannering - Analytic Methods in Accident …, 2014 - Elsevier
This study explores the differences in driver-injury severity between drivers impaired and not-
alcohol-impaired, while taking into consideration the role of age and gender. Using data …

The effects of drug and alcohol consumption on driver injury severities in single-vehicle crashes

A Behnood, FL Mannering - Traffic injury prevention, 2017 - Taylor & Francis
Objective: It is well known that alcohol and drugs influence driving behavior by affecting the
central nervous system, awareness, vision, and perception/reaction times, but the resulting …

The effect of passengers on driver-injury severities in single-vehicle crashes: A random parameters heterogeneity-in-means approach

A Behnood, F Mannering - Analytic methods in accident research, 2017 - Elsevier
This paper seeks to investigate the effects of passengers on driver-injury severities. Using
single-vehicle crashes, a random parameters logit model with heterogeneity in parameter …

A latent class approach for driver injury severity analysis in highway single vehicle crash considering unobserved heterogeneity and temporal influence

H Yu, Z Li, G Zhang, P Liu - Analytic methods in accident research, 2019 - Elsevier
Temporal variation has been recognized as one of the major sources of unobserved
heterogeneity in traffic safety research that has not been completely addressed. Overlooking …

Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender

JK Kim, GF Ulfarsson, S Kim, VN Shankar - Accident Analysis & Prevention, 2013 - Elsevier
This research develops a mixed logit model of driver-injury severity in single-vehicle crashes
in California. The research especially considers the heterogeneous effects of age and …

Using latent class analysis and mixed logit model to explore risk factors on driver injury severity in single-vehicle crashes

Z Li, Q Wu, Y Ci, C Chen, X Chen, G Zhang - Accident Analysis & …, 2019 - Elsevier
The single-vehicle crash has been recognized as a critical crash type due to its high fatality
rate. In this study, a two-year crash dataset including all single-vehicle crashes in New …

Differences in rural and urban driver-injury severities in accidents involving large-trucks: an exploratory analysis

A Khorashadi, D Niemeier, V Shankar… - Accident Analysis & …, 2005 - Elsevier
This study explores the differences between urban and rural driver injuries (both passenger-
vehicle and large-truck driver injuries) in accidents that involve large trucks (in excess of …

The independent contribution of driver, crash, and vehicle characteristics to driver fatalities

M Bedard, GH Guyatt, MJ Stones, JP Hirdes - Accident Analysis & …, 2002 - Elsevier
Several driver, crash, and vehicle characteristics may affect the fatality risk of drivers
involved in crashes. To determine the independent contribution of these variables to drivers' …

Effects of Human‐Centered Factors on Crash Injury Severities

EK Adanu, S Jones - Journal of advanced transportation, 2017 - Wiley Online Library
Factors related to drivers and their driving habits dominate the causation of traffic crashes.
An in‐depth understanding of the human factors that influence risky driving could be of …

Injury severity analysis of commercially-licensed drivers in single-vehicle crashes: Accounting for unobserved heterogeneity and age group differences

M Osman, S Mishra, R Paleti - Accident Analysis & Prevention, 2018 - Elsevier
This study analyzes the injury severity of commercially-licensed drivers involved in single-
vehicle crashes. Considering the discrete ordinal nature of injury severity data, the ordered …