Traffic Injury Prevention

Article	Citations
Perception and performance: Evaluating driver behavior on horizontal curves at day and night based on optical flow model analysis	31
Speeding behavior and associated factors in Buenos Aires, Argentina	30
Effect of data censoring on thoracic injury risk curves	29
Examining the impacts of road pavement roughness and rutting on traffic safety: A macrolevel analysis	27
Understanding nonuse of mandatory e-scooter helmets	25
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	23
The effect of guardrail color on driver behavior based on driving style along mountain curves	23
Speed-securing measures on rural roads in Sweden: An observational study	22
Drug and polydrug detection in drivers suspected of driving under the influence of an intoxicant in Ireland 2012–2018: a national repeated cross-sectional study	22
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	21
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	19
Potential risk of driving performance under combined conditions of taking second-generation antihistamines and attending calls using a hands-free function	18
State alcohol ignition interlock laws and fatal crashes	17
Assessing injury risks of reclined occupants in a frontal crash preceded by braking with varied seatbelt designs using the SAFER Human Body Model	17
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	16
The effects of vehicle color and travel direction on perceived speed error varies by judgment type among older pedestrians	15
From extraversion to psychopathy: Personality predictors of drink-driving	15
Prediction of urban medical emergencies using machine learning models based on spatial and temporal variables	15
Classifying crash causation patterns in 2-vehicle collisions between autonomous and conventional vehicles	15
Undercounts stemming from misclassification derived from fatal injuries in traffic crashes in Colombia, 2010 to 2021	15
Confronting mobile phone signal coverage and helicopter emergency medical service travel time: A geospatial analysis in the northwest macro-region of Paraná State, Brazil	14
Rib and sternum fracture risks for restrained occupants in frontal car crashes	14
A survey on knowledge and perceptions of advanced driver assistance systems in Massachusetts drivers	14
Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis	14
Distracted pedestrian behavior: An observational study of risk by situational environments	13

An analysis of the novice motorcyclist crashes in Taiwan	13
Comparative analysis of injury identification using KABCO and ISS in linked North Carolina trauma registry and crash data	13
Evaluation of eye-catching effect in highway tunnel entrance area based on saccade behavior	13
Assessment of efficacy of drug evaluation and classification program in Florida	12
Scooter accidents in the megacity of Istanbul: An analysis of orthopedic injury trends and characteristics from a level I trauma center	12
Driver risk-level identification incorporating personality traits, demographic characteristics, and driving behaviors	12
Implications of the positive risk balance on the development of automated driving	12
Exploring advanced restraint technologies for improving safety equity for rear-seat occupants using diverse human body models	12
Prediction of rear-seat belt use: Application of extended theory of planned behavior	12
How supplementary sign features can improve traffic safety among motorcyclists? The effect of capitalization and information length on road sign comprehension	12
Exploring contributing factors in single-vehicle truck crashes on rural roads: Accounting for unobserved heterogeneity and role of solar glare	12
Visual effects of landscape decoration in the middle section of extra-long tunnel based on driving visual characteristics	12
Understanding clinician strategies for discussing driving fitness with patients: An initiative to improve provider-patient discussions about safe driving	12
Restraint use characteristics among crash-involved child passengers: identifying opportunities to enhance optimal restraint use	11
Regional strain response of an anatomically accurate nonhuman primate finite element brain model under frontal impact	11
Digital driving data can track driving exposure and quality of life in Parkinson’s disease	11
Maintenance mechanisms of child restraint system use based on the health action process approach theory: Evidence from China	10
Characteristics of crash-involved drink and drug car drivers and motorcyclists	10
Validated numerical unrestrained occupant-seat crash scenarios for high-speed trains integrating experimental, computational, and inverse methods	10
Learning to drive: Parental attitudes toward introducing teen drivers to advanced driver assistance systems	10
Prescription pattern of driving-impairing psychotropic medications in Tabriz in 2022	10
Compensatory behavior for mental workload induced by freeway destination signs	10
Enhancing the Standardized Field Sobriety Test to detect cannabis impairment: An observational study	10
Study on the stability and reasonable radial values of small passenger cars driving on circular curve sections of highways under the action of wind-sand flows	10
A comparison of licensed driver counts from the Federal Highway Administration and driver licensing agencies in 11 states	10
Perceptions matter: speeding behavior varies as a function of increasing perceived exposure to content encouraging the behavior	9
Lane-specific speed analysis in urban work zones with computer vision	9
Strength of an underfloor storage compartment when loaded with a support leg during a frontal crash	9
Delta-v slope as an indicator of injury	9
Complementing femur model validation with a variability-focused approach	9
Identifying the reciprocal causation between hit-and-run behavior and crash injury severity	9
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study	9
Driving through a pandemic: A study of speeding and phone use while driving during COVID-19 restrictions	9
Development of lateral acceleration prediction models and consistency evaluation criteria for horizontal curves with gradient on two lane rural highways	9
Adaptation of a European categorization system for driving-impairing medicines in Iran	8
Age, sex, sensation-seeking, and road-crossing: How does risk context impact children’s street-crossing?	8
High-risk powered two-wheelers scenarios generation for autonomous vehicle testing using WGAN	8
Multi-sensor driver monitoring for drowsiness prediction	8
A technological solution to child safety seat errors: Efficacy of the cellular car seat	8
Investigating crash mechanisms: Occupational factors among traditional and ride-hailing taxi drivers	8
Causality of brain region activation during driver takeover in conditional autonomous driving: a study based on fMRI experiments	8
Identification of contributing factors and hotspots of pedestrian-vehicle collisions in urban areas: An alternative hybrid method for small cities	8
Drunk driving has a speeding problem	8
Developmental trajectories of driving attention in adolescents: Preliminary findings from REACT	8
Evaluation and analysis of tunnel lighting service status based on driving safety	8
Convenience or safety system? Crash rates of vehicles equipped with partial driving automation	8
The effect of reclined seat-back angles on the LODC with and without a belt-positioning booster during far-side lateral-oblique impacts	8
Pediatric occupant-to-occupant interaction responses in side impact conditions using Q-dummy and child human body models	7
The development and validation of a Japanese hazard perception task	7
LSTM-based classification of e-scooter trajectory features for single vs tandem riding detection	7

Implementation of the new acts on driving under the influence of alcohol and clinical outcomes for patients severely injured in road traffic crashes	7
Study on the critical rollover conditions of trucks on curved highway segments under sand-accumulated road conditions based on LSTM	7
Enhancing highway Loop Safety Level through proactive risk-based assessment of geometric configuration using lateral acceleration	7
Database selection matters: A case study in child restraint use and injury patterns using North Carolina motor vehicle traffic crash report and trauma registry data	7
Effects of forward collision warning and automatic emergency braking on rear-end crashes involving pickup trucks	7
Identification of accident-prone segments using APIU: A case study on highway safety analysis in China	7
Basilar, skull and facial fractures in 2nd row occupants by crash type with a focus on side and rear impacts	7
Drug prevalence in Canadian driving population	7
Observed relationships between driver and passenger restraint use in the front and rear seats	7
Seat belt tension in child restraint system (CRS) installations with and without belt tensioning and lock-off features	7
Alcohol and driving—How bad is the combination? A meta-analysis	7
Existence of connected and autonomous vehicles in mixed traffic: Impacts on safety and environment	7
Investigating temporal trends in risk factors related to injury severity of crashes with pedestrians in urban areas	7
Predicting head impact conditions in vehicle-to-pedestrian impacts through computational human modeling	7
How does attention deficit hyperactivity disorder affect children’s road-crossing? A case-control study	6
Optimizing traffic accident loss predictions in China: Integrating importance indicator screening with the ET model for greater accuracy and stability	6
Trends in road traffic injury mortality and age-period-cohort analysis among children and adolescents in China and globally	6
A comprehensive evaluation of the frog effect on drivers in mountain highway tunnels – The effect of low-volume intermittent information	6
Intention of the utilization of rearview mirrors: integrating TPB and TTF models to explore factors among Chinese electric bike users	6
Optimizing abbreviated injury scale severity using neural networks to enhance the predictive performance of injury severity scores	6
NASS-CDS national estimates of fatalities do not match FARS census	6
Are front crash prevention systems less effective at preventing rear-end crashes where trucks and motorcycles are struck?	6
Biomechanical effects of a halo orthotic on a pediatric anthropomorphic test device in a simulated frontal motor vehicle collision	6
Development of a concise injury severity prediction model for pediatric patients involved in a motor vehicle collision	6
Driving style characteristics based lane-changing intention recognition research for truck drivers near highway ramps	6
Toward systematic finite element reconstructions of accidents involving vulnerable road users	6
Investigating mental workload caused by NDRTs in highly automated driving with deep learning	6
Differences in gaze behavior between driving instructors and older adults during viewing of virtual reality driving videos	6
Factors influencing injury severity to belted drivers in car crashes in India	6
Effects of kratom on driving: Results from a cross-sectional survey, ecological momentary assessment, and pilot simulated driving Study	6
Uncovering the role of restraint usage in driver ejection: a data mining investigation of fatal and injury crashes	6
Association between on-road driving performance test and usual walking speed or sustainable attention in the elderly; Preliminary survey	6
Assessing the impact of cannabis use on freeway driving performance and practices: A comparative analysis with placebo and alcohol-influenced driving	6
NHTSA crash investigation sampling system (CISS) is unreliable, inaccurate and does not estimate serious injury in motor vehicle crashes	6
Predicting distal tibia fracture type using demographic, vehicle, and crash factors via a random forest classification algorithm	6
Age-related differences in takeover performance: A comparative analysis of older and younger drivers in prolonged partially automated driving	6
Examining the effects of music on visual attention and driving behaviors in male and female adolescents	6
Using training to improve drivers’ knowledge and understanding of advanced driver assistance systems—an experimental study	6
Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving	6
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	5
Driver yield and safe child pedestrian crossing behavior promotion by a school traffic warden program at primary school crossings: A cluster-randomized trial	5
The incidence burden of unreported pedestrian crashes in Illinois	5
Texting, talking, trawling and tunes: Risk perceptions, phone dependence and different types of phone use while driving behaviors	5
Systematic review of interventions to increase the visibility of pedestrians to prevent injuries caused by traffic accidents	5
Cannabis use and reported effects on driving among adults in Iowa	5
Study on the influence of seating orientation during frontal impacts by child occupant human body model response analysis	5
How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention	5
Motorcycle curve assist: A novel approach based on active speed control for crash injury reduction	5
Longitudinal assessment of post-concussion driving reaction time	5
Comparisons of head injury risk prediction methods to field data in far-side impacts	5
A study into the nature and extent of polydrug use in driving recidivism behavior	5
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	5
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	5
Analysis of factors contributing to severity of AV crashes at intersections: Insights from the Autonomous Vehicle Operation Incident Dataset Across The Globe (AVOID)	5
A positive psychology framework for understanding teenage driving behaviors: Examining the role of life purpose and mindfulness	5
Driver eye glance behavior and performance with camera-based visibility systems versus mirrors	5
Research on nighttime road visibility monitoring based on video images	5
Empirical examination of interdependent relationship between usage of seatbelt restraint system and driver-injury severity of single-vehicle crashes in Thailand using a joint econometric analysis	5
Breadth of use of The Abbreviated Injury Scale in The National Trauma Data Bank bank	5
The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics	5
Can emergency avoidance behavior reduce injuries to electric two-wheeler riders in vehicle collisions?	5
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	5
Binge drinking and alcohol-related symptoms may underlie patterns of dynamic brain oscillations of resource allocation during high-fidelity driving simulation	5
Risky driving behaviors at school drop-off across Canadian municipalities: Findings from the Child Active Transportation Safety and the Environment (CHASE) study	5
Increasing seat belt use in the United States by promoting and requiring more effective seat belt reminder systems	5
Individual and social-environmental factors among young drivers informing decisions to ride with an impaired driver and drive impaired: A sequential mixed methods assessment	5
Crash data availability and best practices across the United States	5
Effects of confidence level and hazard type on the visual search patterns and hazard response times of young drivers	5
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks	4
Prevalence and predictors of driving under the influence of alcohol in Switzerland: A mandatory roadside survey	4
Motorcycle riders and pillion passengers injury patterns and in-hospital outcomes based on the National Trauma Registry of Iran	4
Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors	4
Research on the impact of the locations of luminaire failure on traffic safety in highway tunnels	4
Non-fatal traffic crashes among food delivery riders in Vietnam: What is the problem?	4
Predictors of parents’ use of child restraint systems: Evidence from China	4
Relationship with sex-based anatomical differences to lower extremity injury severity in frontal crashes	4
Repositioning forward-leaning booster-seated child occupants in frontal-oblique low-acceleration impacts	4
Community narratives on Facebook regarding mobile phone use while driving and road policing technologies	4
Interaction between multiple convertible child restraint systems and pediatric occupants in oblique impacts	4
Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model	4

Summary of influences that led to introduction of frontal airbags on US passenger vehicles	4
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types	4
Optimization of colored pavement considering driving behavior and psychological characteristics under dynamic low-visibility conditions related to fog—a driving simulator study	4
Effects of seatback angle, seat rotation, and impact speed on injury risk of occupants in highly automated vehicles in frontal crashes	4
When driving becomes risky: Micro-scale variants of the lane-changing maneuver in highway traffic	4
Bridging the gap: Mechanistic-based cyclist injury risk curves using two decades of crash data	4
Carsim-based simulation study on the performances of raised speed deceleration facilities under different profiles	4
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	4
Hybrid III dummy lumbar spine responses under vertical impact loading	4
Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	4
A current assessment of the THOR 50M in rear impacts	4
Multifactor analysis of cost of injury using classification and regression trees	4
Fetal deaths and maternal injury in motor-vehicle crashes using NASS-CDS and CISS field data	4
Applying the heteroskedastic ordered probit model on injury severity for improved age and gender estimation	4
Modeling the temporal relationship between contributing factors and injury severities in rural single-vehicle alcohol-impaired driving crashes: Insights from random parameters logit models in the mean	4
Differential analysis of factors influencing motorcycle single-vehicle crash severity on roadway segments and intersections	4
Cannabis presentations to the emergency department after MVC in the era of legalization for recreational use	4
Patterns of substance use among non-offender drivers: Associations with demographics, aberrant driving behaviors, and near-collisions	4
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	4
The impact of ride-hailing services on road traffic accidents in China: Focused on the moderating effect of ride-hailing regulatory policy	4
Road traffic crash data in Southwestern Nigeria: a qualitative analysis of sources, contents and management methods	4
Research on drivers’ color preference for alert zones in extra long tunnels and its effect on fatigue relief	4
A study on brake-accelerator reaction times in elderly patients after artificial knee joint and hip joint replacement surgery	4
Real-time driver alerts to improve CMV safety in California work zones: a naturalistic study	4
Demographic adjustments to driver death rates by vehicle type and size	4