Accident Analysis and Prevention

Article	Citations
Driver head kinematics in grassroots dirt track racing crashes: A pilot analysis	201
A task-level emergency experience reuse method for freeway accidents onsite disposal with policy distilled reinforcement learning	172
A novel approach for fine-grained traffic risk characterization and evaluation of urban road intersections	164
Visual and cognitive demands of manual and voice-based driving mode implementations on smartphones	149
A decomposition of the effects of the COVID-19 pandemic on changes in the motor vehicle collision related mortality in Alabama	139
The effect of Rear-End collisions on triaxial acceleration to occupant cervical and lumbar Spines: An analysis of IIHS data	122
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Description of same-direction car-to-bicycle crash scenarios using real-world data from Sweden, Germany, and a global crash database	76
Hotspot identification on urban arterials at the meso level	76
Overcoming challenges in crash prediction modeling using discretized duration approach: An investigation of sampling approaches	75
Kinematic responses of child as second rider of electric-two-wheelers under lateral impact with vehicle	75
Do adolescent trajectories of riding with an impaired driver and driving impaired predict similar behaviors in early adulthood?	68
Retrospective evaluation of vehicle whiplash-reducing head restraint systems to prevent whiplash injury in Victoria, Australia	65
A cooperative control method for safer on-ramp merging process in heterogeneous traffic flow	65
A randomized controlled pilot trial of brief online mindfulness training in young drivers	64
Safer spaces: The impact of a reduction in road fatalities on the life expectancy of South Africans	63
Young drivers’ early access to their own car and crash risk into early adulthood: Findings from the DRIVE study	63
Real-time combined safety-mobility assessment using self-driving vehicles collected data	60
Are crash causation studies the best way to understand system failures – Who can we blame?	60
Impact of L2 automated systems on hazard anticipation and mitigation behavior of young drivers with varying levels of Attention Deficit Hyperactivity Disorder symptomatology	57
How do pedestrians respond to adaptive headlamp systems in vehicles? A road-crossing study in an immersive virtual environment	55
Do crashed drivers need more drug testing? A retrospective analysis of blood samples from hospitalised post-crash drivers in New Zealand	55
Prediction of jaywalker-vehicle conflicts based on encoder-decoder framework utilizing multi-source data	55

Research on intervention methods for children’s street-crossing behaviour: Application and expansion of the theory of “behaviour spectrums”	54
Optimal planning of safety improvements on road sites belonging to different categories within large networks: An integrated multi-layer framework	54
Better understanding female and male driving offenders’ behavior: Psychological resources and vulnerabilities matter!	54
Analysis of first responder-involved traffic incidents by mining news reports	53
Assessment of pediatric shoulder range of motion and loading response to evaluate the biofidelity of the Large Omni-directional Child (LODC) anthropomorphic test device (ATD) shoulder design	53
Integrating biomechanics with stakeholder perspectives to inform safety in grassroots dirt track racing	53
Modelling duration of car-bicycles overtaking manoeuvres on two-lane rural roads using naturalistic data	52
Assessment of commercial truck driver injury severity based on truck configuration along a mountainous roadway using hierarchical Bayesian random intercept approach	52
Distracted driving behavior in patients with insomnia	52
Improvement of riding licensing criteria based on rider’s braking capability: A preliminary study	51
Driver models for the definition of safety requirements of automated vehicles in international regulations. Application to motorway driving conditions	51
Not the same: How delivery, ride-hailing, and private riders’ roles influence safety behavior	51
A hybrid approach for modeling bicycle crash frequencies: Integrating random forest based SHAP model with random parameter negative binomial regression model	51
How should human-driven and autonomous vehicles behave at a zebra crossing? Determining acceptable stopping distances and setting-off times	51
Investigating looming tactile takeover requests with various levels of urgency in automated vehicles	50
Driving fingerprinting enhances drowsy driving detection: Tailoring to individual driver characteristics	50
Endogeneity of pedestrian survival time and emergency medical service response time: Variations across disadvantaged and non-disadvantaged communities	50
Effects of helmet usage on moped riders’ injury severity in moped-vehicle crashes: Insights from partially temporal constrained random parameters bivariate probit models	50
Effects of non-driving related postures on takeover performance during conditionally automated driving	50
Factors affecting drivers’ off-road glance behavior while interacting with in-vehicle voice interfaces	49
Estimation of crash type frequency accounting for misclassification in crash data	49
Exploring pathways from driving errors and violations to crashes: The role of instability in driving	48
A process convolution model for crash count data on a network	47
A comparative analysis of freeway crash incident clearance time using random parameter and latent class hazard-based duration model	47
Beyond gaze fixation: Modeling peripheral vision in relation to speed, Tesla Autopilot, cognitive load, and age in highway driving	46
Understand the impact of traffic states on crash risk in the vicinities of Type A weaving segments: A deep learning approach	46
Cycle-level traffic conflict prediction at signalized intersections with LiDAR data and Bayesian deep learning	45
Wait or Pass? Promoting intersection’s cooperation via identifying vehicle’s social behavior	45
Risk-informed decision-making and control strategies for autonomous vehicles in emergency situations	45
Economic valuation of preventing fatal and serious road injuries. Results of a Willingness-To-Pay study in four European countries	45
Mental fatigue delays visual search behaviour in young cyclists when negotiating complex traffic situations: A study in virtual reality	43
Modeling the influence of connected vehicles on driving behaviors and safety outcomes in highway crash scenarios across varied weather conditions: A multigroup structural equation modeling analysis us	43
Estimated and underreported parameters in report based vehicle-bicycle accident reconstructions have a significant influence	43
Exploring the associations between winter maintenance operations, weather variables, surface condition, and road safety: A path analysis approach	42
Safety assessment for autonomous vehicles: A reference driver model for highway merging scenarios	42
Low-cost road marking measures for increasing safety in horizontal curves: A driving simulator study	41
Crash frequency prediction based on extreme value theory using roadside lidar-based vehicle trajectory data	41
Exploring the effect of road network, demographic, and land use characteristics on teen crash frequency using geographically weighted negative binomial regression	41
Safety effects of law enforcement cameras at non-signalized crosswalks: A case study in China	41
How to take speed decisions consistent with the available sight distance using an intelligent speed adaptation system	40
Bayesian hybrid gamma-GPD model for extreme traffic conflict threshold determination in the peak over threshold approach	40
The mere presence of a mobile phone: Does it influence driving performance?	40
Design and evaluation of a rural intersection conflict warning system and alternative designs among various driver age groups	39
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Implicit intention communication as a design opportunity for automated vehicles: Understanding drivers’ interpretation of vehicle trajectory at narrow passages	39
Greater prosociality toward other human drivers than autonomous vehicles: Human drivers’ discriminatory behavior in mixed traffic	38
Evaluating the safety and efficiency impacts of forced lane change with negative gaps based on empirical vehicle trajectories	38
The impact of 7-hour and 11-hour rest breaks between shifts on heavy vehicle truck drivers’ sleep, alertness and naturalistic driving performance	37
BGCP-based traffic data imputation and accident detection applications for the national trunk highway	37
Localizing safety performance functions for two-way STOP-controlled (TWST) three-leg intersections on rural two-lane two-way (TLTW) roadways in Alabama: A geospatial modeling approach with clustering	37

Are ride-hailing services safer than taxis? A multivariate spatial approach with accommodation of exposure uncertainty	36
Adopting an HMI for overtaking assistance - Impact of distance display, advice, and guidance information on driver gaze and performance	36
The impact of different service states of tunnel lighting on traffic safety	36
Associations between Post-Traumatic stress disorder symptoms and automobile driving behaviors: A review of the literature	36
Before-after safety evaluation of part-time protected right-turn signals: An extreme value theory approach by applying artificial intelligence-based video analytics	36
Analysis of ebike dynamics and cyclists’ anxiety levels and interactions with road vehicles that influence safety	35
Pedestrians safety perception and crossing behaviors in narrow urban streets: An experimental study using immersive virtual reality technology	35
Cost-sensitive learning for semi-supervised hit-and-run analysis	35
Can we trust our eyes? Interpreting the misperception of road safety from street view images and deep learning	35
Computed tomography assessment of pelvic bone density: Associations with age and pelvic fracture in motor vehicle crashes	35
Factors that influence parents’ intentions of using autonomous vehicles to transport children to and from school	34
Research of fatal car-to-pedestrian precrash scenarios for the testing of the active safety system in China	34
A study of freeway crash risk prediction and interpretation based on risky driving behavior and traffic flow data	34
Discovering latent themes in traffic fatal crash narratives using text mining analytics and network topology	34
On the impact of on-road partially-automated driving on drivers’ cognitive workload and attention allocation	34
Efficiency performance and safety evaluation of the responsibility-sensitive safety in freeway car-following scenarios using automated longitudinal controls	34
Personalized driving assistance algorithms: Case study of federated learning based forward collision warning	34
Do detection-based warning strategies improve vehicle yielding behavior at uncontrolled midblock crosswalks?	33
Modeling occupant injury severities for electric-vehicle-involved crashes using a vehicle-accident bi-layered correlative framework with matched-pair sampling	33
Task difficulty, risk feeling, and safety margin in the determination of driver behavior to prepare for traffic conflicts	33
A kernel density empirical Bayes (KDEB) approach to estimate accident risk	33
Lane-change intention recognition considering oncoming traffic: Novel insights revealed by advances in deep learning	33
Do EMS times associate with injury severity?	33
Identifying individual-based injury patterns in multi-trauma road users by using an association rule mining method	33
Investigating the fatal pedestrian crash occurrence in urban setup in a developing country using multiple-risk source model	32
Motorcycle rider error and engagement in distracting activities: A study using the Attention-Related Driving Errors Scale (ARDES-M)	32
Beyond the surface: Exploring the temporally stable factors influencing injury severities in large-truck crashes using mixed logit models	31
Tram, rail, bicycle: An unhappy triad? Rising incidence and resource consumption of tramline-associated bicycling accidents in Bern, Switzerland	31
Cyclist safety around trams: A market survey	31
Analysis on congestion mechanism of CAVs around traffic accident zones	31
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Enhancing safety in conditionally automated driving: Can more takeover request visual information make a difference in hazard scenarios with varied hazard visibility?	31
Correlated mixed logit modeling with heterogeneity in means for crash severity and surrogate measure with temporal instability	31
Narrative persuasion and stigma: Using news accounts to denormalize texting while driving	31
A study on the visual recognition patterns of multi-information guide signs based on eye movement data analysis	31
Crash report data analysis for creating scenario-wise, spatio-temporal attention guidance to support computer vision-based perception of fatal crash risks	30
Bus crash risk evaluation: An adjusted framework and its application in a real network	30
A spatiotemporal analysis of motorcyclist injury severity: Findings from 20 years of crash data from Pennsylvania	30
Effects of precipitation type on crash relative risk estimates in Kansas	30
A comprehensive analysis of the relationships between the built environment and traffic safety in the Dutch urban areas	30
Crash data augmentation using variational autoencoder	30
Using vehicular trajectory data to explore risky factors and unobserved heterogeneity during lane-changing	30
On the interpretability of machine learning methods in crash frequency modeling and crash modification factor development	30
Impacts of visual and cognitive distractions and time pressure on pedestrian crossing behaviour: A simulator study	29
A comprehensive analysis on the effects of signal strategies, intersection geometry, and traffic operation factors on right-turn crashes at signalised intersections: An application of hierarchical cra	29
Assessing the impact of express lanes on traffic safety of freeways	29
Research on drivers' hazard perception in plateau environment based on visual characteristics	29
Young and older adult pedestrians’ behavior when crossing a street in front of conventional and self-driving cars	29
Pedestrian safety at roundabouts: Their crossing and glance behavior in the interaction with vehicular traffic	29
Scientific awareness of marine accidents in Europe: A bibliometric and correspondence analysis	29
Velocity control in car-following behavior with autonomous vehicles using reinforcement learning	29
Runtime unknown unsafe scenarios identification for SOTIF of autonomous vehicles	28
A data-centric weak supervised learning for highway traffic incident detection	28
Massive GNSS data for road safety analysis: Comparing crash models for several Canadian cities and data sources	28
The effect of rear bicycle light configurations on drivers’ perception of cyclists’ presence and proximity	28
Examining safe spaces for pedestrians and e-bicyclists at urban crosswalks: An analysis based on drone-captured video	28
Fuel prices and road deaths: Motorcyclists are different	28
A descriptive analysis of drivers under the influence of opioids in Kentucky	28
Negative mood mind wandering and unsafe driving in young male drivers	28
Democracy, governance, and road safety	28
Using closed-circuit television cameras to analyze traffic safety at intersections based on vehicle key points detection	28
Studying the effects of an advanced driver-assistance system to improve safety of cyclists overtaking	27
Mitigation of signalized intersection collision risks with trajectory based dynamic dilemma zone protection	27
Introducing accompanied driving in Denmark. Safety-related differences between youth licensing with immediate or delayed access to solo driving	27
The effects of takeover request lead time on drivers’ situation awareness for manually exiting from freeways: A web-based study on level 3 automated vehicles	27
Safety analysis of pedestrians distracted by mobile phones at street crossings: Field study in Nanjing	27
Lateral safety evaluation of autonomous trucks in overtaking maneuvers and adverse weather: Exploratory comparison of different lateral control modes	27
Research on safety of the intended functionality of automobile AEB perception system in typical dangerous scenarios of two-wheelers	26
Impact of alcohol driving-while-impaired license suspension duration on future alcohol-related license events and motor vehicle crash involvement in North Carolina, 2007 to 2016	26
Safety performance of dedicated and preferential bus lanes using multivariate negative binomial models for Bogotá, Colombia	26
Learner drivers (and their parent-supervisors) benefit from an online hazard perception course incorporating evidence-based training strategies and extensive crash footage	26
Overtaking maneuvers on two-lane highways under the microscope: Exploration of a multidimensional framework for the analysis of safety, comfort and efficiency using simulator data	26
A comparative study of state-of-the-art driving strategies for autonomous vehicles	26
Risk of road traffic injury in Norway 1970–2022	26
What would a road safety policy fully consistent with safe system principles mean for road safety?	25
Understanding the impact of vehicle dynamics, geometric and non-geometric roadway attributes on surrogate safety measure using connected vehicle data	25
In-vehicle fragrance administration as a countermeasure for driver fatigue	25
Cell phone-related driver distraction: Habits predict behavior over and above the theory of planned behavior variables	25
A systematic approach to macro-level safety assessment and contributing factors analysis considering traffic crashes and violations	25
Analysis of pedestrian accident injury-severities at road junctions and crossings using an advanced random parameter modelling framework: The case of Scotland	25

The impact of descriptive and injunctive norms on engagement in mobile phone use while driving in young drivers: A systematic review	25
Assessing the Negative Binomial-Lindley model for crash hotspot identification: Insights from Monte Carlo simulation analysis	25
Integrating visual large language model and reasoning chain for driver behavior analysis and risk assessment	25
Operational factor analysis of the aggressive taxi speeders using random parameters Bayesian LASSO modeling approach	25
Identification of high-risk roadway segments for wrong-way driving crash using rare event modeling and data augmentation techniques	25
Systematic literature review of 10 years of cyclist safety research	25
Multi-vehicle safety functions for freeway weaving segments using lane-level traffic data	25
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The role of perceived legitimacy in understanding traffic rule compliance: A scoping review	25
Bivariate joint analysis of injury severity of drivers in truck-car crashes accommodating multilayer unobserved heterogeneity	25
Full data imputation for freeway time-specific safety performance functions' estimation	24
Revised road traffic safety law and years of life lost due to traffic deaths in China, 2002–2019	24
Transfer learning for spatio-temporal transferability of real-time crash prediction models	24
Road traffic safety assessment in self-driving vehicles based on time-to-collision with motion orientation	24
Gaze entropy metrics for mental workload estimation are heterogenous during hands-off level 2 automation	24
Temporal stability of associations between crash characteristics: A multiple correspondence analysis	24
Analyzing the impact of curve and slope on multi-vehicle truck crash severity on mountainous freeways	24
Investigating Implicit and Explicit Communication of Highly Automated Vehicles in Japan: How do Light-band eHMIs affect Pedestrians’ Willingness to Cross, Trust and Perceived Safety?	24
An integrated text mining, literature review, and meta-analysis approach to investigate pedestrian violation behaviours	24
Non-driving related tasks’ effects on takeover and manual driving behavior in a real driving setting: A differentiation approach based on task switching and modality shifting	24
Modelling cybersecurity regulations for automated vehicles	24
Effects of assignments of dedicated automated vehicle lanes and inter-vehicle distances of automated vehicle platoons on car-following performance of nearby manual vehicle drivers	24
Collision-avoidance lane change control method for enhancing safety for connected vehicle platoon in mixed traffic environment	23
How do people perceive driving risks in small towns? A case study in Central Texas	23
Network-wide road crash risk screening: A new framework	23
Driving performance acutely after mTBI among young drivers	23
Injured cyclists with focus on single-bicycle crashes and differences in injury severity in Sweden	23
Attention based spatio-temporal graph convolutional network with focal loss for crash risk evaluation on urban road traffic network based on multi-source risks	23
Comparative analysis of pedestrian crash severity at United Kingdom rural road intersections and Non-Intersections using latent class clustering and ordered probit model	23
Multiobjective optimization on cooperative control of autonomous emergency steering and occupant restraint system for enhancing occupant safety	22
Analysis of risky driving behaviors among bus drivers in China: The role of enterprise management, external environment and attitudes towards traffic safety	22
Uncertainty matters: Bayesian modeling of bicycle crashes with incomplete exposure data	22
Changes in car drivers’ attitudes and behaviours, and cyclist numbers following the introduction of a cyclist minimum passing distance law	22
Multi-vehicle interaction safety of connected automated vehicles in merging area: A real-time risk assessment approach	22
Characterizing car-following behaviors of human drivers when following automated vehicles using the real-world dataset	22
Performance evaluation of surrogate measures of safety with naturalistic driving data	22
Road safety under the environment of intelligent connected vehicles	22
On the impact of advanced driver assistance systems on driving distraction and risky behaviour: An empirical analysis of irish commercial drivers	22
Investigating the predictability of crashes on different freeway segments using the real-time crash risk models	22
Are you with me? The relevance of peers and other social resources for participation in the German voluntary accompanied-driving scheme	22
Experimental study on car collisions with bicycles equipped with child seats	21
Spatio-temporal patterns in pedestrian crashes and their determining factors: Application of a space-time cube analysis model	21
Empirical comparison of the effects of urban and rural crashes on motorcyclist injury severities: A correlated random parameters ordered probit approach with heterogeneity in means	21
Integrating machine learning into path analysis for quantifying behavioral pathways in bicycle-motor vehicle crashes	21
Real-time monitoring of driver distraction: State-of-the-art and future insights	21
Distractions by work-related activities: The impact of ride-hailing app and radio system on male taxi drivers	21
Variance-based global sensitivity analysis for rear-end crash investigation using deep learning	21
Hey, watch where you’re going! An on-road study of driver scanning failures towards pedestrians and cyclists	21
A data-driven, kinematic feature-based, near real-time algorithm for injury severity prediction of vehicle occupants	21
A conflict-based approach for real-time road safety analysis: Comparative evaluation with crash-based models	21
Quantifying the heterogeneity impact of risk factors on regional bicycle crash frequency: A hybrid approach of clustering and random parameter model	21
Analyzing vehicle–pedestrian interactions: Combining data cube structure and predictive collision risk estimation model	21
Electric scooters accidents: Analyses of two Swedish accident data sets	21
Comparison of older and middle-aged drivers’ driving performance in a naturalistic setting	21
The impact of COVID-19 on road safety in Canada and the United States	21
Influence of survey engagement and multiple-choice heuristics in the estimation of the value of a statistical life	21
Inferring heterogeneous treatment effects of work zones on crashes	21
Drivers’ gaze patterns when resuming control with a head-up-display: Effects of automation level and time budget	20
Safety analysis of freeway on-ramp merging with the presence of autonomous vehicles	20
Are bicycle streets cyclist-friendly? Micro-environmental factors for improving perceived safety when cycling in mixed traffic	20
Driving characteristics of static obstacle avoidance by drivers in mountain highway tunnels − A lateral safety distance judgement	20
Pedestrians’ Interaction with eHMI-equipped Autonomous Vehicles: A Bibliometric Analysis and Systematic Review	20
Recognizing and explaining driving stress using a Shapley additive explanation model by fusing EEG and behavior signals	20
A comprehensive multi-objective framework for the estimation of crash frequency models	20
An investigation of heterogeneous impact, temporal stability, and aggregate shift in factors affecting the driver injury severity in single-vehicle rollover crashes	20
Parenting in the context of driving: Spanish adaptation of the Family Climate for Road Safety (FCRSS) for parents and children	20
Erratum to “Propensity score methods for road safety evaluation: Practical suggestions from a simulation study” [Accid. Anal. Prev. 158 (2021) 106200]	20
Driver distraction and its effects on partially automated driving performance: A driving simulator study among young-experienced drivers	20
Attitudes and behaviour of elderly in cognisance of transport safety when navigating pedestrian facilities	20
Understanding factors influencing e-scooterist crash risk: A naturalistic study of rental e-scooters in an urban area	20
How would autonomous vehicles behave in real-world crash scenarios?	20
Influence of different visual guiding facilities in urban road tunnel on driver’s spatial right-of-way perception	20
A statistical study of railway safety in China and Japan 1990–2020	20
An emergency operation strategy and motion planning method for autonomous vehicle in emergency scenarios	20
Why they take the risk to perform a direct left turn at intersections: A data-driven framework for cyclist violation modeling	20
Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain	20
THOR-05F biofidelity evaluation in reclined and upright seated postures subjected to frontal crash pulses	19
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Identifying factors associated with roadside work zone collisions using machine learning techniques	19
A correlated random parameters ordered probit approach to analyze the injury severity of bicycle-motor vehicle collisions at intersections	19
Reexamination of the association between development patterns and truck crashes: A case study in Dallas-Fort Worth, TX	19
Examining enforcement coverage for speeding and red-light offenses across various populations and driver characteristics	19
The range of visual detection of ground-level cues during distracted walking: Effect of cue contrast and walking speed	19
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Evaluation of full-face, open-face, and airbag-equipped helmets for facial impact protection	19
The motorcycle deaths to passenger car deaths ratio and economic performance: A panel data analysis	19
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Evaluation of Neural Machine translation for conversion of International Classification of disease codes to the Abbreviated injury Scale	19
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Optimizing frontal impact occupant protection systems for passengers seated in wheelchairs	19
Correlated random parameters model with heterogeneity in means for analysis of factors affecting the perceived value of road accidents and travel time	19
Autonomous driving testing scenario generation based on in-depth vehicle-to-powered two-wheeler crash data in China	19
Railway accident prediction strategy based on ensemble learning	19
How effective are pedestrian crash prevention systems in improving pedestrian safety? Harnessing large-scale experimental data	19
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