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 …

Strava Metro data for bicycle monitoring: a literature review

K Lee, IN Sener - Transport reviews, 2021 - Taylor & Francis
Monitoring bicycle trips is no longer limited to traditional sources, such as travel surveys and
counts. Strava, a popular fitness tracker, continuously collects human movement trajectories …

Addressing unobserved heterogeneity in the analysis of bicycle crash injuries in Scotland: A correlated random parameters ordered probit approach with …

G Fountas, A Fonzone, A Olowosegun… - Analytic Methods in …, 2021 - Elsevier
This paper investigates the determinants of injury severities in single-bicycle and bicycle-
motor vehicle crashes by estimating correlated random parameter ordered probit models …

Intersection crash prediction modeling with macro-level data from various geographic units

J Lee, M Abdel-Aty, Q Cai - Accident Analysis & Prevention, 2017 - Elsevier
There have been great efforts to develop traffic crash prediction models for various types of
facilities. The crash models have played a key role to identify crash hotspots and evaluate …

A Bayesian spatial Poisson-lognormal model to examine pedestrian crash severity at signalized intersections

S Munira, IN Sener, B Dai - Accident Analysis & Prevention, 2020 - Elsevier
Reducing nonmotorized crashes requires a profound understanding of the causes and
consequences of the crashes at the facility level. Generally, existing literature on bicyclists …

[HTML][HTML] Safety-in-numbers: An updated meta-analysis of estimates

R Elvik, R Goel - Accident Analysis & Prevention, 2019 - Elsevier
Safety-in-numbers denotes the tendency for the number of accidents to increase less than in
proportion to traffic volume. This paper updates a meta-analysis of estimates of safety-in …

Safety sensitivity to roadway characteristics: A comparison across highway classes

S Chen, TU Saeed, M Alinizzi, S Lavrenz… - Accident Analysis & …, 2019 - Elsevier
This paper examined the accident risk factors associated with highway traffic and roadway
design, for each of three highway classes in the United States using a bivariate modeling …

A copula-based approach for jointly modeling crash severity and number of vehicles involved in express bus crashes on expressways considering temporal stability of …

R Tamakloe, J Hong, D Park - Accident Analysis & Prevention, 2020 - Elsevier
The consequences of crashes, including injury, loss of lives, and damage to properties, are
further worsened when buses plying expressways are involved in the crash. Previous …

Crash risk, crash exposure, and the built environment: A conceptual review

LA Merlin, E Guerra, E Dumbaugh - Accident Analysis & Prevention, 2020 - Elsevier
Abstracts This paper reviews the literature on the relationship between the built environment
and roadway safety, with a focus on studies that analyse small geographical units, such as …

Analysis of crash proportion by vehicle type at traffic analysis zone level: A mixed fractional split multinomial logit modeling approach with spatial effects

J Lee, S Yasmin, N Eluru, M Abdel-Aty, Q Cai - Accident Analysis & …, 2018 - Elsevier
In traffic safety literature, crash frequency variables are analyzed using univariate count
models or multivariate count models. In this study, we propose an alternative approach to …