A review of spatial approaches in road safety

A Ziakopoulos, G Yannis - Accident Analysis & Prevention, 2020 - Elsevier
Spatial analyses of crashes have been adopted in road safety for decades in order to
determine how crashes are affected by neighboring locations, how the influence of …

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 …

Unobserved heterogeneity and the statistical analysis of highway accident data

FL Mannering, V Shankar, CR Bhat - Analytic methods in accident research, 2016 - Elsevier
Highway accidents are complex events that involve a variety of human responses to external
stimuli, as well as complex interactions between the vehicle, roadway features/condition …

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 …

Macro-level pedestrian and bicycle crash analysis: Incorporating spatial spillover effects in dual state count models

Q Cai, J Lee, N Eluru, M Abdel-Aty - Accident Analysis & Prevention, 2016 - Elsevier
This study attempts to explore the viability of dual-state models (ie, zero-inflated and hurdle
models) for traffic analysis zones (TAZs) based pedestrian and bicycle crash frequency …

Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways

TU Saeed, T Hall, H Baroud, MJ Volovski - Analytic methods in accident …, 2019 - Elsevier
Recent literature on highway safety research has focused on methodological advances to
minimize misspecifications and the potential for erroneous estimates and invalid statistical …

Non-linear effects of the built environment on automobile-involved pedestrian crash frequency: A machine learning approach

C Ding, P Chen, J Jiao - Accident Analysis & Prevention, 2018 - Elsevier
Although a growing body of literature focuses on the relationship between the built
environment and pedestrian crashes, limited evidence is provided about the relative …

Built environment factors in explaining the automobile-involved bicycle crash frequencies: A spatial statistic approach

P Chen - Safety science, 2015 - Elsevier
The objective of this study is to understand the relationship between built environment
factors and bicycle crashes with motor vehicles involved in Seattle. The research method …

Investigation of clusters and injuries in pedestrian crashes using GIS in Changsha, China

L Hu, X Wu, J Huang, Y Peng, W Liu - Safety science, 2020 - Elsevier
Improving the pedestrian traffic environment is important for the sustainable development of
the city. This study goes beyond the traditional analysis of traditional traffic accident police …

Built environment effects on cyclist injury severity in automobile-involved bicycle crashes

P Chen, Q Shen - Accident Analysis & Prevention, 2016 - Elsevier
This analysis uses a generalized ordered logit model and a generalized additive model to
estimate the effects of built environment factors on cyclist injury severity in automobile …