Macro-level literature analysis on pedestrian safety: Bibliometric overview, conceptual frames, and trends

A Mirhashemi, S Amirifar, AT Kashani, X Zou - Accident Analysis & …, 2022 - Elsevier
Due to the high volume of documents in the pedestrian safety field, the current study
conducts a systematic bibliometric analysis on the researches published before October 3 …

Predicting effects of built environment on fatal pedestrian accidents at location-specific level: Application of XGBoost and SHAP

I Chang, H Park, E Hong, J Lee, N Kwon - Accident Analysis & Prevention, 2022 - Elsevier
Understanding locally heterogeneous physical contexts in built environment is of great
importance in developing preemptive countermeasures to mitigate pedestrian fatality risks …

[HTML][HTML] Parameters influencing pedestrian injury and severity–A systematic review and meta-analysis

V Shrinivas, C Bastien, H Davies, A Daneshkhah… - Transportation …, 2023 - Elsevier
Pedestrians account for 26% of all traffic fatalities worldwide. According to in-depth collision
databases, around 3500 variables can affect the outcome of a collision, making it crucial to …

Effect of urban street trees on pedestrian safety: A micro-level pedestrian casualty model using multivariate Bayesian spatial approach

M Zhu, NN Sze, S Newnam - Accident Analysis & Prevention, 2022 - Elsevier
In the past decades, trees were considered roadside hazard. Street trees were removed to
provide clear zone and improve roadside safety. Nowadays, street trees are considered to …

Econometric and machine learning methods to identify pedestrian crash patterns

M Rella Riccardi, F Galante, A Scarano, A Montella - Sustainability, 2022 - mdpi.com
Walking plays an important role in overcoming many challenges nowadays, and
governments and local authorities are encouraging healthy and environmentally sustainable …

How does street environment affect pedestrian crash risks? A link-level analysis using street view image-based pedestrian exposure measurement

Y Hu, L Chen, Z Zhao - Accident Analysis & Prevention, 2024 - Elsevier
Street space plays a critical role in pedestrian safety, but the influence of fine-scale street
environment features has not been sufficiently understood. To analyze the effect of the street …

[HTML][HTML] Investigating the association between neighbourhood characteristics and e-scooter safety

S Heydari, M Forrest, J Preston - Sustainable Cities and Society, 2022 - Elsevier
The uptake of e-scooters as an alternative mode of travel has risen sharply in recent years;
however, their safety is less-understood compared to other modes of travel. For the first time …

[HTML][HTML] Advances in estimating pedestrian measures through artificial intelligence: From data sources, computer vision, video analytics to the prediction of crash …

T Lian, BPY Loo, Z Fan - Computers, environment and urban systems, 2024 - Elsevier
Data are essential for planning walkable cities that are comfortable, convenient and safe to
pedestrians. Yet, in contrast to massive vehicular traffic data, data on pedestrian traffic have …

Examining non-linear built environment effects on injurious traffic collisions: A gradient boosting decision tree analysis

R An, Z Tong, Y Ding, B Tan, Z Wu, Q Xiong… - Journal of Transport & …, 2022 - Elsevier
Introduction During rapid urbanization, the optimization of a built environment (BE) in
metropolises to reduce the frequency of traffic collisions can considerably promote traffic …

The influence of traffic-infrastructure factors on pedestrian accidents at the macro-level: The geographically weighted regression approach

M Pljakić, D Jovanović, B Matović - Journal of safety research, 2022 - Elsevier
Introduction: Walking is an active way of moving the population, but in recent years there
have been more pedestrian casualties in traffic, especially in developing countries such as …