4.6 Review

A systematic review of traffic conflict-based safety measures with a focus on application context

Related references

Note: Only part of the references are listed.
Review Public, Environmental & Occupational Health

Modeling traffic conflicts for use in road safety analysis: A review of analytic methods and future directions

Lai Zheng et al.

Summary: The limitations of crash data and crash-based methods have led to the study of alternate safety measures like traffic conflicts. These alternative measures are expected to have a significant impact on road safety analysis in the era of connected and autonomous vehicles, requiring further research efforts to improve the modeling of traffic conflicts.

ANALYTIC METHODS IN ACCIDENT RESEARCH (2021)

Review Ergonomics

A systematic mapping review of surrogate safety assessment using traffic conflict techniques

Ashutosh Arun et al.

Summary: The traditional reliance on police-reported crash data for road safety assessment has limitations, leading to the need for a unified framework to integrate surrogate safety assessment methodologies and conflict measures in order to better understand road user risk. (Word count: 331)

ACCIDENT ANALYSIS AND PREVENTION (2021)

Article Transportation Science & Technology

Probabilistic field approach for motorway driving risk assessment

Freddy A. Mullakkal-Babu et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2020)

Article Public, Environmental & Occupational Health

Big data, traditional data and the tradeoffs between prediction and causality in highway-safety analysis

Fred Mannering et al.

ANALYTIC METHODS IN ACCIDENT RESEARCH (2020)

Article Engineering, Multidisciplinary

Turning-lane and signal optimization at intersections with multiple objectives

Xiang Li et al.

ENGINEERING OPTIMIZATION (2019)

Article Transportation Science & Technology

Safety benefits of arterials' crash risk under connected and automated vehicles

Md Sharikur Rahman et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2019)

Article Transportation Science & Technology

A comparison between simulated and field-measured conflicts for safety assessment of signalized intersections in Australia

Yanyong Guo et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2019)

Article Engineering, Civil

Automated Data Collection and Safety Analysis at Intersections Based on a Novel Video Processing System

Qiuchen Zhang et al.

TRANSPORTATION RESEARCH RECORD (2019)

Article Engineering, Civil

Application of Extreme Value Theory for Before-After Road Safety Analysis

Lai Zheng et al.

TRANSPORTATION RESEARCH RECORD (2019)

Article Engineering, Civil

Comparison of Traffic Conflict Indicators for Crash Estimation using Peak Over Threshold Approach

Lai Zheng et al.

TRANSPORTATION RESEARCH RECORD (2019)

Article Computer Science, Interdisciplinary Applications

From traffic conflict simulation to traffic crash simulation: Introducing traffic safety indicators based on the explicit simulation of potential driver errors

Vittorio Astarita et al.

SIMULATION MODELLING PRACTICE AND THEORY (2019)

Article Transportation Science & Technology

From univariate to bivariate extreme value models: Approaches to integrate traffic conflict indicators for crash estimation

Lai Zheng et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2019)

Article Transportation Science & Technology

Mining automatically extracted vehicle trajectory data for proactive safety analytics

Kun Xie et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2019)

Article Engineering, Civil

Assessment of traffic performance measures and safety based on driver age and experience: A microsimulation based analysis for an unsignalized T-intersection

Mehmet Baran Ulak et al.

JOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION (2019)

Article Psychology, Applied

Emergency braking performance of motorcycle riders: skill identification in a real-life perception-action task designed for training purposes

Pedro Huertas-Leyva et al.

TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR (2019)

Article Ergonomics

Full Bayesian conflict-based models for real time safety evaluation of signalized intersections

Mohamed Essa et al.

ACCIDENT ANALYSIS AND PREVENTION (2019)

Article Public, Environmental & Occupational Health

Evaluation of countermeasures for red light running by traffic simulator-based surrogate safety measures

Changju Lee et al.

TRAFFIC INJURY PREVENTION (2018)

Article Engineering, Civil

Studying the Safety Impact of Autonomous Vehicles Using Simulation-Based Surrogate Safety Measures

Mark Mario Morando et al.

JOURNAL OF ADVANCED TRANSPORTATION (2018)

Article Transportation Science & Technology

Infrastructure-cooperative algorithm for effective intersection collision avoidance

Yuchuan Fu et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)

Article Transportation Science & Technology

Traffic conflict models to evaluate the safety of signalized intersections at the cycle level

Mohamed Essa et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)

Article Transportation Science & Technology

A combined use of microscopic traffic simulation and extreme value methods for traffic safety evaluation

Chen Wang et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)

Article Transportation Science & Technology

How is driving volatility related to intersection safety? A Bayesian heterogeneity-based analysis of instrumented vehicles data

Behram Wali et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2018)

Article Computer Science, Information Systems

Driver's Intention Identification and Risk Evaluation at Intersections in the Internet of Vehicles

Chen Chen et al.

IEEE INTERNET OF THINGS JOURNAL (2018)

Article Engineering, Civil

The Surrogate Safety Appraisal of the Unconventional Elliptical and Turbo Roundabouts

Giovanni Tesoriere et al.

JOURNAL OF ADVANCED TRANSPORTATION (2018)

Article Ergonomics

A novel method of vehicle-pedestrian near-crash identification with roadside LiDAR data

Jianqing Wu et al.

ACCIDENT ANALYSIS AND PREVENTION (2018)

Article Transportation Science & Technology

Gap acceptance behavior of drivers at uncontrolled T-intersections under mixed traffic conditions

Manish Dutta et al.

JOURNAL OF MODERN TRANSPORTATION (2018)

Article Ergonomics

How does intersection field of view influence driving safety in an emergent situation?

Xuedong Yan et al.

ACCIDENT ANALYSIS AND PREVENTION (2018)

Article Psychology, Applied

Response of major road drivers to aggressive maneuvering of the minor road drivers at unsignalized intersections: A driving simulator study

Digvijay S. Pawar et al.

TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR (2018)

Article Public, Environmental & Occupational Health

Temporal instability and the analysis of highway accident data

Fred Mannering

ANALYTIC METHODS IN ACCIDENT RESEARCH (2018)

Article Engineering, Electrical & Electronic

Examining pedestrian evasive actions as a potential indicator for traffic conflicts

Ahmed Tageldin et al.

IET INTELLIGENT TRANSPORT SYSTEMS (2017)

Article Engineering, Civil

Design Guidance for J-Turns on Rural High-Speed Expressways

Boris Claros et al.

TRANSPORTATION RESEARCH RECORD (2017)

Article Engineering, Civil

Comparison of Time-Proximity and Evasive Action Conflict Measures Case Studies from Five Cities

Ahmed Tageldin et al.

TRANSPORTATION RESEARCH RECORD (2017)

Article Engineering, Civil

Can Data Generated by Connected Vehicles Enhance Safety? Proactive Approach to Intersection Safety Management

Mohsen Kamrani et al.

TRANSPORTATION RESEARCH RECORD (2017)

Article Engineering, Electrical & Electronic

Consistent Threat Assessment in Rear-End Near-Crashes Using BTN and TTB Metrics, Road Information and Naturalistic Traffic Data

Esteban R. Gelso et al.

IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE (2017)

Article Mathematics, Interdisciplinary Applications

Crash Risk Prediction Model of Lane-Change Behavior on Approaching Intersections

Yingshuai Li et al.

DISCRETE DYNAMICS IN NATURE AND SOCIETY (2017)

Article Ergonomics

In search of the severity dimension of traffic events: Extended Delta-V as a traffic conflict indicator

Aliaksei Laureshyn et al.

ACCIDENT ANALYSIS AND PREVENTION (2017)

Article Transportation

Assessing the Potential Impacts ofConnected Vehicles: Mobility, Environmental, and Safety Perspectives

Arash Olia et al.

JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS (2016)

Article Engineering, Civil

Influence of In-Vehicle Adaptive Stop Display on Driving Behavior and Safety

Alexandria M. Noble et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2016)

Article Engineering, Civil

Developing evasive action-based indicators for identifying pedestrian conflicts in less organized traffic environments

Ahmed Tageldin et al.

JOURNAL OF ADVANCED TRANSPORTATION (2016)

Article Engineering, Civil

Automated Roundabout Safety Analysis: Diagnosis and Remedy of Safety Problems

Haytham Sadeq et al.

JOURNAL OF TRANSPORTATION ENGINEERING (2016)

Article Transportation Science & Technology

Management of intersections with multi-modal high-resolution data

Ajith Muralidharan et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2016)

Article Transportation Science & Technology

Delivering improved alerts, warnings, and control assistance using basic safety messages transmitted between connected vehicles

Jun Liu et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2016)

Article Engineering, Civil

Gap Acceptance Behavior of Mobile Phone-Distracted Drivers at Roundabouts

M. Mazharul Haque et al.

TRANSPORTATION RESEARCH RECORD (2016)

Article Engineering, Civil

Conflict-Based Safety Performance Functions for Predicting Traffic Collisions by Type

Emanuele Sacchi et al.

TRANSPORTATION RESEARCH RECORD (2016)

Article Engineering, Civil

Automated Roundabout Safety Analysis: Diagnosis and Remedy of Safety Problems

Haytham Sadeq et al.

JOURNAL OF TRANSPORTATION ENGINEERING (2016)

Article Ergonomics

Does assisted driving behavior lead to safety-critical encounters with unequipped vehicles' drivers?

Katharina Preuk et al.

ACCIDENT ANALYSIS AND PREVENTION (2016)

Article Transportation

Bayesian estimation of conflict-based safety performance functions

Emanuele Sacchi et al.

JOURNAL OF TRANSPORTATION SAFETY & SECURITY (2016)

Article Public, Environmental & Occupational Health

Unobserved heterogeneity and the statistical analysis of highway accident data

Fred Mannering et al.

ANALYTIC METHODS IN ACCIDENT RESEARCH (2016)

Article Engineering, Civil

A Vehicle-Intersection Coordination Scheme for Smooth Flows of Traffic Without Using Traffic Lights

Md. Abdus Samad Kamal et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2015)

Article Public, Environmental & Occupational Health

Analysis of Driver Evasive Maneuvering Prior to Intersection Crashes Using Event Data Recorders

John M. Scanlon et al.

TRAFFIC INJURY PREVENTION (2015)

Article Transportation Science & Technology

Development and evaluation of an enhanced surrogate safety assessment framework

Jaehyun (Jason) So et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

Article Transportation Science & Technology

Extending Time to Collision for probabilistic reasoning in general traffic scenarios

James R. Ward et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

Article Transportation Science & Technology

The influence of in-vehicle speech warning timing on drivers' collision avoidance performance at signalized intersections

Xuedong Yan et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

Article Transportation Science & Technology

What is the level of volatility in instantaneous driving decisions?

Xin Wang et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

Article Transportation Science & Technology

Multi-criteria optimization of traffic signals: Mobility, safety, and environment

Aleksandar Stevanovic et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2015)

Article Engineering, Civil

Automated Region-Based Vehicle Conflict Detection Using Computer Vision Techniques

Jinling Li et al.

TRANSPORTATION RESEARCH RECORD (2015)

Article Engineering, Civil

Empirical Evaluation of J-Turn Intersection Performance: Analysis of Conflict Measures and Crashes

Praveen Edara et al.

TRANSPORTATION RESEARCH RECORD (2015)

Article Engineering, Civil

Exploring Traffic Conflict-Based Surrogate Approach for Safety Assessment of Highway Facilities

Jaehyun (Jason) So et al.

TRANSPORTATION RESEARCH RECORD (2015)

Article Engineering, Civil

Simulated Traffic Conflicts Do They Accurately Represent Field-Measured Conflicts?

Mohamed Essa et al.

TRANSPORTATION RESEARCH RECORD (2015)

Article Engineering, Civil

Behavior Analysis Using a Multilevel Motion Pattern Learning Framework

Mohamed Gomaa Mohamed et al.

TRANSPORTATION RESEARCH RECORD (2015)

Article Multidisciplinary Sciences

The Integration of Conflict Probability and Severity for the Safety Assessment of Intersections

Wael K. M. Alhajyaseen

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2015)

Article Public, Environmental & Occupational Health

Safety Impacts of Red Light Cameras at Signalized Intersections Based on Cellular Automata Models

C. Chai et al.

TRAFFIC INJURY PREVENTION (2015)

Article Ergonomics

Evaluation of left-turn lane offset using the naturalistic driving study data

Jessica M. Hutton et al.

JOURNAL OF SAFETY RESEARCH (2015)

Article Engineering, Civil

Traffic conflict techniques for road safety analysis: open questions and some insights

Lai Zheng et al.

CANADIAN JOURNAL OF CIVIL ENGINEERING (2014)

Article Engineering, Electrical & Electronic

Scene-based pedestrian safety performance model in mixed traffic situation

Yingying Zhang et al.

IET INTELLIGENT TRANSPORT SYSTEMS (2014)

Article Engineering, Civil

Model of Potential Crash Rates of Rural Roundabouts with Geometrical Features

Dario Pecchini et al.

JOURNAL OF TRANSPORTATION ENGINEERING (2014)

Article Engineering, Civil

Derivation of a New Surrogate Measure of Crash Severity

Chen Wang et al.

TRANSPORTATION RESEARCH RECORD (2014)

Article Engineering, Civil

Advancing Safety Performance Monitoring at Signalized Intersections Through Use of Connected Vehicle Technology

Praprut Songchitruksa et al.

TRANSPORTATION RESEARCH RECORD (2014)

Article Engineering, Civil

Turboroundabouts Multicriterion Assessment of Intersection Capacity, Safety, and Emissions

Luis Vasconcelos et al.

TRANSPORTATION RESEARCH RECORD (2014)

Article Engineering, Civil

Can Microsimulation Be Used to Estimate Intersection Safety? Case Studies Using VISSIM and Paramics

Taha Saleem et al.

TRANSPORTATION RESEARCH RECORD (2014)

Article Public, Environmental & Occupational Health

Analytic methods in accident research: Methodological frontier and future directions

Fred Mannering et al.

ANALYTIC METHODS IN ACCIDENT RESEARCH (2014)

Article Ergonomics

Evaluation of a simulation-based surrogate safety metric

Chen Wang et al.

ACCIDENT ANALYSIS AND PREVENTION (2014)

Article Ergonomics

Freeway safety estimation using extreme value theory approaches: A comparative study

Lai Zheng et al.

ACCIDENT ANALYSIS AND PREVENTION (2014)

Article Computer Science, Hardware & Architecture

A lane level positioning-based cooperative vehicle conflict resolution algorithm for unsignalized intersection collisions

Jiang Liu et al.

COMPUTERS & ELECTRICAL ENGINEERING (2013)

Article Computer Science, Software Engineering

On the reliability of mapping studies in software engineering

Claes Wohlin et al.

JOURNAL OF SYSTEMS AND SOFTWARE (2013)

Article Engineering, Civil

Correlation between Degree of Complexity and Efficiency for Intersections in China

Jiajun Shen et al.

JOURNAL OF TRANSPORTATION ENGINEERING (2013)

Article Engineering, Civil

Evaluation of semi-actuated signals and pedestrian push buttons using a microscopic traffic simulation model

Choul Ki Lee et al.

KSCE JOURNAL OF CIVIL ENGINEERING (2013)

Article Transportation Science & Technology

Optimization of traffic signal timings based on surrogate measures of safety

Aleksandar Stevanovic et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2013)

Article Transportation Science & Technology

Assessing the safety of routes in a regional network

Atze Dijkstra

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2013)

Article Transportation Science & Technology

A simulation based approach to assess the safety performance of road locations

Amir Sobhani et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2013)

Article Engineering, Civil

Screening Naturalistic Driving Study Data for Safety-Critical Events

Kun-Feng Wu et al.

TRANSPORTATION RESEARCH RECORD (2013)

Article Engineering, Civil

Evaluation of Postencroachment Time as Surrogate for Opposing Left-Turn Crashes

Lakshmi N. Peesapati et al.

TRANSPORTATION RESEARCH RECORD (2013)

Article Engineering, Civil

Surrogate Safety Measure for Simulation-Based Conflict Study

Chen Wang et al.

TRANSPORTATION RESEARCH RECORD (2013)

Article Engineering, Civil

Motion Prediction Methods for Surrogate Safety Analysis

Mohamed Gomaa Mohamed et al.

TRANSPORTATION RESEARCH RECORD (2013)

Article Engineering, Civil

Use of Computer Vision Data for Detailed Driver Behavior Analysis and Trajectory Interpretation at Roundabouts

Paul St-Aubin et al.

TRANSPORTATION RESEARCH RECORD (2013)

Article Ergonomics

Crashes and crash-surrogate events: Exploratory modeling with naturalistic driving data

Kun-Feng Wu et al.

ACCIDENT ANALYSIS AND PREVENTION (2012)

Article Ergonomics

Safety evaluation of right-turn smart channels using automated traffic conflict analysis

Jarvis Autey et al.

ACCIDENT ANALYSIS AND PREVENTION (2012)

Article Engineering, Industrial

Countermeasures to prevent detection failure of a vehicle approaching on collision course

Nobuyuki Uchida et al.

APPLIED ERGONOMICS (2011)

Article Engineering, Civil

Analysis and Modeling of Crossing Behavior at Urban Intersections in China

Yongjian Xiao et al.

JOURNAL OF TRANSPORTATION ENGINEERING (2011)

Article Engineering, Civil

Comparing Safety Performance Measures Obtained from Video Capture Data

Giuseppe Guido et al.

JOURNAL OF TRANSPORTATION ENGINEERING (2011)

Article Transportation Science & Technology

THE DEVELOPMENT OF A CONFLICT HAZARDOUS ASSESSMENT MODEL FOR EVALUATING URBAN INTERSECTION SAFETY

Sien Zhou et al.

TRANSPORT (2011)

Article Transportation Science & Technology

Estimating dilemma zone hazard function at high speed isolated intersection

Anuj Sharma et al.

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES (2011)

Article Engineering, Civil

Mining Microscopic Data of Vehicle Conflicts and Collisions to Investigate Collision Factors

Nicolas Saunier et al.

TRANSPORTATION RESEARCH RECORD (2011)

Article Engineering, Civil

Methodologies for Aggregating Indicators of Traffic Conflict

Karim Ismail et al.

TRANSPORTATION RESEARCH RECORD (2011)

Article Ergonomics

A kinetic energy model of two-vehicle crash injury severity

Amir Sobhani et al.

ACCIDENT ANALYSIS AND PREVENTION (2011)

Article Engineering, Civil

The measurement and modelling of proximal safety measures

J. Archer et al.

PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT (2010)

Article Engineering, Civil

Proposed Safety Index Based on Risk-Taking Behavior of Drivers

Kelvin R. Santiago-Chaparro et al.

TRANSPORTATION RESEARCH RECORD (2010)

Article Engineering, Civil

Empirical Analysis of Effects of Wait Time and Rain Intensity on Driver Left-Turn Gap Acceptance Behavior

Ismail Zohdy et al.

TRANSPORTATION RESEARCH RECORD (2010)

Article Engineering, Civil

Large-Scale Automated Analysis of Vehicle Interactions and Collisions

Nicolas Saunier et al.

TRANSPORTATION RESEARCH RECORD (2010)

Article Engineering, Civil

Near Crashes as Crash Surrogate for Naturalistic Driving Studies

Feng Guo et al.

TRANSPORTATION RESEARCH RECORD (2010)

Article Ergonomics

Cyclists in roundabouts-Different design solutions

Lisa Sakshaug et al.

ACCIDENT ANALYSIS AND PREVENTION (2010)

Article Engineering, Civil

Derivation and Validation of New Simulation-Based Surrogate Safety Measure

Kaan Ozbay et al.

TRANSPORTATION RESEARCH RECORD (2008)

Article Ergonomics

Estimating the severity of safety related behaviour

Å Svensson et al.

ACCIDENT ANALYSIS AND PREVENTION (2006)