A multi-year statistical analysis of driver injury severities in single-vehicle freeway crashes with and without airbags deployed

R Dzinyela, N Alnawmasi, EK Adanu… - Analytic Methods in …, 2024 - Elsevier
This paper seeks to identify factors that influence driver injury severities in single-vehicle
freeway crashes when airbags deployed and when airbags did not deploy. Injury-severity …

Towards safer streets: A review of child pedestrian behavior and safety worldwide

NC Vijay, S Rokade, GR Bivina - … research part F: traffic psychology and …, 2024 - Elsevier
Children are regarded as the most liable road users as pedestrians because of their specific
traffic behaviours, which demand close investigation. The present study conducts a …

Predicting pedestrian-involved crash severity using inception-v3 deep learning model

MN Khan, S Das, J Liu - Accident Analysis & Prevention, 2024 - Elsevier
This research leverages a novel deep learning model, Inception-v3, to predict pedestrian
crash severity using data collected over five years (2016–2021) from Louisiana. The final …

[HTML][HTML] Analysis of factors that influence injury severity of single and multivehicle crashes involving at-fault older drivers: A random parameters logit with heterogeneity …

R Dzinyela, EK Adanu, D Lord, S Islam - Transportation Research …, 2023 - Elsevier
The number of older drivers on our roads have been increasing given the upward shift of
older people in the population. It is well-known that older drivers are more susceptible to …

Identifying unsafe locations for pedestrians in Konya with spatio-temporal analyses

A Bilim - Cities, 2025 - Elsevier
Identifying the locations of pedestrian crashes in cities contributes to the full implementation
of sustainable transportation for all road users. This study examines the pedestrian crash …

Injury-severity analysis of crashes involving defective vehicles and accounting for the underlying socioeconomic mediators

EK Adanu, R Dzinyela, S Okafor, S Jones - Heliyon, 2024 - cell.com
Crashes occur from a combination of factors related to the driver, roadway, and vehicle
factors. The impact of vehicles on road crashes is a critical consideration within road safety …

Revealing equity gaps in pedestrian crash data through explainable artificial intelligence clustering

J Liu, G Antariksa, S Somvanshi, S Das - Transportation Research Part D …, 2025 - Elsevier
Pedestrian crashes represent a critical traffic safety issue, often resulting in fatal outcomes
and raising significant equity concerns. This study analyzed detailed records of pedestrian …

Analyzing fatal crash patterns of recidivist drivers across genders and age Groups: A hazard-based duration approach

R Dzinyela, EK Adanu, H Gupta, P Koirala… - Accident Analysis & …, 2024 - Elsevier
Identifying factors that significantly affect drivers that are repeatedly involved in traffic
violations or non-fatal crashes (defined here as recidivist drivers) is very important in …

Potential risk factors of child pedestrian crashes after-school hours in Seoul, Korea

J Oh, J Kim - Journal of Transport Geography, 2025 - Elsevier
Considering child pedestrian safety is increasingly recognized as a critical social concern,
this study investigates the patterns and potential risk factors associated with child pedestrian …

The negative Binomial-Lindley model with Time-Dependent Parameters: Accounting for temporal variations and excess zero observations in crash data

R Dzinyela, M Shirazi, S Das, D Lord - Accident Analysis & Prevention, 2024 - Elsevier
Crash counts are non-negative integer events often analyzed using crash frequency models
such as the negative binomial (NB) distribution. However, due to their random and …