A latent class analysis of single-vehicle motorcycle crash severity outcomes

MS Shaheed, K Gkritza - Analytic Methods in Accident Research, 2014 - Elsevier
… uses a latent class approach to investigate the factors that affect crash severity outcomes in
single-vehicle motorcycle crashes. … To overcome this problem, this paper uses a latent class

Latent class analysis of factors that influence weekday and weekend single-vehicle crash severities

EK Adanu, A Hainen, S Jones - Accident Analysis & Prevention, 2018 - Elsevier
… influence the severity of single-vehicle crashes that happen … mixed logit models for motorcycles
and passenger cars to … The results from this study show that single-vehicle crashes in …

Applying latent class analysis to investigate rural highway single-vehicle fatal crashes in China

Y Chen, R Luo, H Yang, M King, Q Shi - Accident Analysis & Prevention, 2020 - Elsevier
… of crash data, a method that combines latent class analysis (… factors that affect the severity
of single-vehicle crashes in rural … results indicate a rise in the fatality propensity of motorcycles

A motorcyclist-injury severity analysis: A comparison of single-, two-, and multi-vehicle crashes using latent class ordered probit model

J Li, S Fang, J Guo, T Fu, M Qiu - Accident Analysis & Prevention, 2021 - Elsevier
… fatalities in motorcycle crashes has severe consequences both … , including class 1 of
single-vehicle crashes (SC1), class 2 of … Latent class analysis of factors that influence weekday …

Injury severity analysis of motorcycle crashes: A comparison of latent class clustering and latent segmentation based models with unobserved heterogeneity

F Chang, S Yasmin, H Huang, AHS Chan… - … methods in accident …, 2021 - Elsevier
crash data in examining injury severity outcomes. The models have been estimated by using
motorcycle crash … the latent segmentation approach in examining injury severity compared …

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
… Above mentioned models provide a good understanding of contributing factors associated
with injury severity outcomes in single-vehicle crashes. However, parameters in these models …

Investigating injury severities of motorcycle riders: A two-step method integrating latent class cluster analysis and random parameters logit model

F Chang, P Xu, H Zhou, AHS Chan, H Huang - Accident Analysis & …, 2019 - Elsevier
… of our analysis is the injury severity sustained by motorcycle … shows the results of LCA and
RP-logit for motorcycle crashes. … For example, single-vehicle crashes are not significant in the …

Exploring injury severity of bicycle-motor vehicle crashes: A two-stage approach integrating latent class analysis and random parameter logit model

Z Sun, Y Xing, J Wang, X Gu, H Lu… - Journal of Transportation …, 2022 - Taylor & Francis
… Obviously, the sheer differences in the size, mass, and force between passenger cars (or
motorcycles) and trucks are enough to explain the severe outcome of their collisions. Another …

A comparison of the mixed logit and latent class methods for crash severity analysis

DM Cerwick, K Gkritza, MS Shaheed, Z Hans - … Methods in Accident …, 2014 - Elsevier
crash severity outcome probabilities. The results suggested a slight superiority of the latent
classSingle vehicle collisions involved 5462 heavy trucks and were excluded from this …

Investigation of driver injury severities in rural single-vehicle crashes under rain conditions using mixed logit and latent class models

Z Li, Y Ci, C Chen, G Zhang, Q Wu, ZS Qian… - Accident Analysis & …, 2019 - Elsevier
… -year crash dataset including all rural single-vehicle crashes … this paper to analyze the impact
factors on driver injury severity. The … injury severity outcomes in rural single-vehicle crashes