The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives

PT Savolainen, FL Mannering, D Lord… - Accident Analysis & …, 2011 - Elsevier
Reducing the severity of injuries resulting from motor-vehicle crashes has long been a
primary emphasis of highway agencies and motor-vehicle manufacturers. While progress …

Analytic methods in accident research: Methodological frontier and future directions

FL Mannering, CR Bhat - Analytic methods in accident research, 2014 - Elsevier
The analysis of highway-crash data has long been used as a basis for influencing highway
and vehicle designs, as well as directing and implementing a wide variety of regulatory …

Temporal stability of pedestrian injury severity in pedestrian-vehicle crashes: New insights from random parameter logit model with heterogeneity in means and …

A Zamani, A Behnood, SR Davoodi - Analytic Methods in Accident …, 2021 - Elsevier
Pedestrians can be categorized as the most vulnerable road users since they have less
protection compared to other road users, which makes their safety of utmost importance for …

An integrated text mining, literature review, and meta-analysis approach to investigate pedestrian violation behaviours

H Ghomi, M Hussein - Accident Analysis & Prevention, 2022 - Elsevier
The goal of this study is to provide an overview of previous research that investigated
pedestrian violation behaviour, with a focus on identifying the contributing factors of such …

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 …

Application of association rules mining algorithm for hazardous materials transportation crashes on expressway

J Hong, R Tamakloe, D Park - Accident Analysis & Prevention, 2020 - Elsevier
Although crashes involving hazardous material (HAZMAT) vehicles on expressways do not
occur frequently compared with other types of vehicles, the number of lives lost and social …

[HTML][HTML] Comparative analysis of pedestrian crash severity at United Kingdom rural road intersections and Non-Intersections using latent class clustering and ordered …

A Salehian, K Aghabayk, MA Seyfi… - Accident Analysis & …, 2023 - Elsevier
Pedestrian safety is a critical issue in the United Kingdom (UK) as pedestrians are the most
vulnerable road users. Despite numerous studies on pedestrian-vehicle crashes globally …

Investigating the risk factors associated with pedestrian injury severity in Illinois

M Pour-Rouholamin, H Zhou - Journal of safety research, 2016 - Elsevier
Introduction Pedestrians are known as the most vulnerable road users, which means their
needs and safety require specific attention in strategic plans. Given the fact that pedestrians …

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 …

Improved support vector machine models for work zone crash injury severity prediction and analysis

S Mokhtarimousavi, JC Anderson… - Transportation …, 2019 - journals.sagepub.com
Work zones are a high priority issue in the field of road transportation because of their
impacts on traffic safety. A better understanding of work zone crashes can help to identify the …