Using ordered and unordered logistic regressions to investigate risk factors associated with pedestrian crash injury severity in Victoria, Australia

M Nasri, K Aghabayk, A Esmaili, N Shiwakoti - Journal of safety research, 2022 - Elsevier
Introduction: The safety of pedestrians is a major concern in Victoria, Australia. Despite the
considerable number of pedestrian fatalities and injuries in traffic crashes, a limited number …

Exploring the determinants of pedestrian–vehicle crash severity in New York City

HMA Aziz, SV Ukkusuri, S Hasan - Accident Analysis & Prevention, 2013 - Elsevier
Pedestrian–vehicle crashes remain a major concern in New York City due to high
percentage of fatalities. This study develops random parameter logit models for explaining …

A note on modeling pedestrian-injury severity in motor-vehicle crashes with the mixed logit model

JK Kim, GF Ulfarsson, VN Shankar… - Accident Analysis & …, 2010 - Elsevier
Pedestrian-injury severity has been traditionally modeled with approaches that have
assumed that the effect of each variable is fixed across injury observations. This assumption …

A clustering regression approach: A comprehensive injury severity analysis of pedestrian–vehicle crashes in New York, US and Montreal, Canada

MG Mohamed, N Saunier, LF Miranda-Moreno… - Safety science, 2013 - Elsevier
Understanding the underlying relationship between pedestrian injury severity outcomes and
factors leading to more severe injuries is very important in addressing the problem of …

Logistic regression model of risk of fatality in vehicle–pedestrian crashes on national highways in Bangladesh

S Sarkar, R Tay, JD Hunt - Transportation research record, 2011 - journals.sagepub.com
Pedestrian fatalities on national highways in Bangladesh account for about 47% of all
pedestrian fatalities; therefore, it is important to identify the risk factors involved. Binary …

Modeling pedestrian injury severity in pedestrian-vehicle crashes in rural and urban areas: mixed logit model approach

Z Chen, W Fan - Transportation research record, 2019 - journals.sagepub.com
Pedestrian-vehicle crashes are more likely to result in severe pedestrian incapacitating
injuries and fatalities than other types of crashes. In this study, mixed logit models are …

Older adults at increased risk as pedestrians in Victoria, Australia: an examination of crash characteristics and injury outcomes

S O'Hern, J Oxley, D Logan - Traffic injury prevention, 2015 - Taylor & Francis
Objectives: Engaging in active transport modes (especially walking) is a healthy and
environmentally friendly alternative to driving and may be particularly beneficial for older …

Pedestrian injury severities in pedestrian-vehicle crashes and the partial proportional odds logit model: accounting for age difference

Y Li, W Fan - Transportation research record, 2019 - journals.sagepub.com
This study investigates factors that significantly contribute to the severity of pedestrian
injuries resulting from pedestrian-vehicle crashes. Multinomial logit (MNL) models, mixed …

Severity of road crashes involving pedestrians in Metro Manila, Philippines

N Verzosa, R Miles - Accident Analysis & Prevention, 2016 - Elsevier
Pedestrians are considered as one of the most vulnerable road users in less developed
countries (LDCs). Yet, pedestrian safety remains poorly addressed in both urban and rural …

Pedestrian injury analysis with consideration of the selectivity bias in linked police-hospital data

A Tarko, MS Azam - Accident Analysis & Prevention, 2011 - Elsevier
Abstract Evaluation of crash-related injuries by medical specialists in hospitals is believed to
be more exact than rather a cursory evaluation made at the crash scene. Safety analysts …