Analysing the injury severity characteristics of urban elderly drivers’ traffic accidents through the generalised ordered logit model: A case of Seoul, South Korea

2021 ◽  
pp. 1-25
Author(s):  
Jiwon Lee ◽  
Tae-Hyoung Tommy Gim
Keyword(s):  
South Korea ◽  
Logit Model ◽  
Traffic Accidents ◽  
Injury Severity ◽  
Urban Elderly ◽  
Ordered Logit ◽  
Elderly Drivers ◽  
Ordered Logit Model

scholarly journals Understand e-bicyclist safety in China: Crash severity modeling using a generalized ordered logit model

2018 ◽  
Vol 10 (6) ◽  
pp. 168781401878162 ◽  
Author(s):  
Tao Wang ◽  
Jun Chen ◽  
Chen Wang ◽  
Xiaofei Ye
Keyword(s):  
Traffic Control ◽  
Logit Model ◽  
Injury Severity ◽  
Age Groups ◽  
Industrial Area ◽  
Ordered Logit ◽  
The Road ◽  
Ordered Logit Model ◽  
Generalized Ordered Logit ◽  
Generalized Ordered Logit Model

A thorough crash modeling effort was made to examine e-bicyclists’ injury severity, using a generalized ordered logit model, which can capture the ordinal nature of injury severity and allow for heterogeneity across observations. A number of factors associated with injury severity of e-bicyclists are identified, including older e-bicyclists, heavy truck involved, e-bicyclist at fault, e-bicyclist turn left, e-bicyclist cross the road, driver turn right, industrial area, weekday, and tree separation. Safety countermeasures and interventions are thus proposed based on the modeling results, including developing educational programs for specific age groups (e.g. older e-bicyclists, female e-bicyclists, and inexperienced drivers), launching safety campaigns, improving geometric design and traffic control in low-developed area, curve roads, and signalized intersections. Moreover, some interesting research topics are also suggested, such as examining head-on e-bike crash mechanism, crash mechanism between e-bicyclists and heavy trucks and motorcycles, and safety effects of different separation treatments on e-bicyclists’ injury severity from kinetic and kinematic perspectives.

Examining driver injury severity outcomes in rural non-interstate roadway crashes using a hierarchical ordered logit model

2016 ◽  
Vol 96 ◽  
pp. 79-87 ◽  
Author(s):  
Cong Chen ◽  
Guohui Zhang ◽  
Helai Huang ◽  
Jiangfeng Wang ◽  
Rafiqul A. Tarefder
Keyword(s):  
Logit Model ◽  
Injury Severity ◽  
Ordered Logit ◽  
Ordered Logit Model

scholarly journals Air Transport Passengers’ Satisfaction: an Ordered Logit Model

2018 ◽  
Vol 33 ◽  
pp. 147-154 ◽  
Author(s):  
Maria Grazia Bellizzi ◽  
Laura Eboli ◽  
Carmen Forciniti ◽  
Gabriella Mazzulla
Keyword(s):  
Logit Model ◽  
Air Transport ◽  
Ordered Logit ◽  
Ordered Logit Model
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