Traffic Injury Prevention

Article	Citations
Understanding nonuse of mandatory e-scooter helmets	41
The effect of guardrail color on driver behavior based on driving style along mountain curves	38
Effect of data censoring on thoracic injury risk curves	23
Perception and performance: Evaluating driver behavior on horizontal curves at day and night based on optical flow model analysis	22
Examining the impacts of road pavement roughness and rutting on traffic safety: A macrolevel analysis	22
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	21
Speeding behavior and associated factors in Buenos Aires, Argentina	21
Speed-securing measures on rural roads in Sweden: An observational study	21
State alcohol ignition interlock laws and fatal crashes	20
Potential risk of driving performance under combined conditions of taking second-generation antihistamines and attending calls using a hands-free function	20
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	19
Importance of passive muscle, skin, and adipose tissue mechanical properties on head and neck response in rear impacts assessed with a finite element model	19
Assessing injury risks of reclined occupants in a frontal crash preceded by braking with varied seatbelt designs using the SAFER Human Body Model	19
Prediction of urban medical emergencies using machine learning models based on spatial and temporal variables	17
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	17
Analysis of factors influencing aggressive driver behavior and crash involvement	16
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	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	15
Comparative analysis of injury identification using KABCO and ISS in linked North Carolina trauma registry and crash data	15
Seasonal variation in North American level crossing crash rates is due to weather, not day length	14
The effects of vehicle color and travel direction on perceived speed error varies by judgment type among older pedestrians	14
An analysis of the novice motorcyclist crashes in Taiwan	14
Evaluation of eye-catching effect in highway tunnel entrance area based on saccade behavior	13
Prediction of rear-seat belt use: Application of extended theory of planned behavior	13
Road safety situation of electric bike riders: A cross-sectional study in courier and take-out food delivery population	13

Classifying crash causation patterns in 2-vehicle collisions between autonomous and conventional vehicles	13
Understanding clinician strategies for discussing driving fitness with patients: An initiative to improve provider-patient discussions about safe driving	13
Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis	13
Distracted pedestrian behavior: An observational study of risk by situational environments	13
Assessment of efficacy of drug evaluation and classification program in Florida	12
Rib and sternum fracture risks for restrained occupants in frontal car crashes	12
Visual effects of landscape decoration in the middle section of extra-long tunnel based on driving visual characteristics	12
A survey on knowledge and perceptions of advanced driver assistance systems in Massachusetts drivers	12
Driving through a pandemic: A study of speeding and phone use while driving during COVID-19 restrictions	12
User perceptions of automated Truck-Mounted attenuators: Implications on work zone safety	12
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study	11
Enhancing the Standardized Field Sobriety Test to detect cannabis impairment: An observational study	11
Time to licensure for driving among U.S. teens: Survival analysis of interval-censored survey data	11
Maintenance mechanisms of child restraint system use based on the health action process approach theory: Evidence from China	11
Restraint use characteristics among crash-involved child passengers: identifying opportunities to enhance optimal restraint use	11
Scooter accidents in the megacity of Istanbul: An analysis of orthopedic injury trends and characteristics from a level I trauma center	11
Learning to drive: Parental attitudes toward introducing teen drivers to advanced driver assistance systems	10
Compensatory behavior for mental workload induced by freeway destination signs	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
A comparison of licensed driver counts from the Federal Highway Administration and driver licensing agencies in 11 states	10
Implications of the positive risk balance on the development of automated driving	10
Dynamic metrics to differentiate booster performance	10
Regional strain response of an anatomically accurate nonhuman primate finite element brain model under frontal impact	9
Exploring contributing factors in single-vehicle truck crashes on rural roads: Accounting for unobserved heterogeneity and role of solar glare	9
Age, sex, sensation-seeking, and road-crossing: How does risk context impact children’s street-crossing?	9
How supplementary sign features can improve traffic safety among motorcyclists? The effect of capitalization and information length on road sign comprehension	9
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
Digital driving data can track driving exposure and quality of life in Parkinson’s disease	9
Evaluation and analysis of tunnel lighting service status based on driving safety	9
Identification of contributing factors and hotspots of pedestrian-vehicle collisions in urban areas: An alternative hybrid method for small cities	9
Adaptation of a European categorization system for driving-impairing medicines in Iran	8
Complementing femur model validation with a variability-focused approach	8
Investigating crash mechanisms: Occupational factors among traditional and ride-hailing taxi drivers	8
Delta-v slope as an indicator of injury	8
Development of lateral acceleration prediction models and consistency evaluation criteria for horizontal curves with gradient on two lane rural highways	8
A technological solution to child safety seat errors: Efficacy of the cellular car seat	8
Developmental trajectories of driving attention in adolescents: Preliminary findings from REACT	8
Identifying the reciprocal causation between hit-and-run behavior and crash injury severity	8
A survey of distracted driving and electronic device use among app-based and taxi drivers	8
Basilar, skull and facial fractures in 2nd row occupants by crash type with a focus on side and rear impacts	7
Effects of forward collision warning and automatic emergency braking on rear-end crashes involving pickup trucks	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
Convenience or safety system? Crash rates of vehicles equipped with partial driving automation	7
Causality of brain region activation during driver takeover in conditional autonomous driving: a study based on fMRI experiments	7
Identification of accident-prone segments using APIU: A case study on highway safety analysis in China	7
Is optimized restraint system for an occupant with obesity different than that for a normal BMI occupant?	7
Drunk driving has a speeding problem	7
High-risk powered two-wheelers scenarios generation for autonomous vehicle testing using WGAN	7

Investigating temporal trends in risk factors related to injury severity of crashes with pedestrians in urban areas	7
Enhancing highway Loop Safety Level through proactive risk-based assessment of geometric configuration using lateral acceleration	7
The development and validation of a Japanese hazard perception task	7
Multi-sensor driver monitoring for drowsiness prediction	7
Using training to improve drivers’ knowledge and understanding of advanced driver assistance systems—an experimental study	6
The effect of reclined seat-back angles on the LODC with and without a belt-positioning booster during far-side lateral-oblique impacts	6
Alcohol and driving—How bad is the combination? A meta-analysis	6
Factors influencing injury severity to belted drivers in car crashes in India	6
Age-related differences in takeover performance: A comparative analysis of older and younger drivers in prolonged partially automated driving	6
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	6
Development of a concise injury severity prediction model for pediatric patients involved in a motor vehicle collision	6
Effects of kratom on driving: Results from a cross-sectional survey, ecological momentary assessment, and pilot simulated driving Study	6
Toward systematic finite element reconstructions of accidents involving vulnerable road users	6
Biomechanical effects of a halo orthotic on a pediatric anthropomorphic test device in a simulated frontal motor vehicle collision	6
NHTSA crash investigation sampling system (CISS) is unreliable, inaccurate and does not estimate serious injury in motor vehicle crashes	6
Are front crash prevention systems less effective at preventing rear-end crashes where trucks and motorcycles are struck?	6
Observed relationships between driver and passenger restraint use in the front and rear seats	6
Intention of the utilization of rearview mirrors: integrating TPB and TTF models to explore factors among Chinese electric bike users	6
How does attention deficit hyperactivity disorder affect children’s road-crossing? A case-control study	6
A comprehensive evaluation of the frog effect on drivers in mountain highway tunnels – The effect of low-volume intermittent information	6
Differential benefit of sensor system field-of-view and range in pedestrian automated emergency braking systems	6
Pediatric occupant-to-occupant interaction responses in side impact conditions using Q-dummy and child human body models	6
Binge drinking and alcohol-related symptoms may underlie patterns of dynamic brain oscillations of resource allocation during high-fidelity driving simulation	6
Identifying modifiable factors related to novice adolescent driver fault in motor vehicle collisions	6
Existence of connected and autonomous vehicles in mixed traffic: Impacts on safety and environment	6
Association between on-road driving performance test and usual walking speed or sustainable attention in the elderly; Preliminary survey	6
Investigating mental workload caused by NDRTs in highly automated driving with deep learning	6
Assessing the impact of cannabis use on freeway driving performance and practices: A comparative analysis with placebo and alcohol-influenced driving	6
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	5
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	5
A positive psychology framework for understanding teenage driving behaviors: Examining the role of life purpose and mindfulness	5
How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention	5
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	5
Cannabis use and reported effects on driving among adults in Iowa	5
Differences in gaze behavior between driving instructors and older adults during viewing of virtual reality driving videos	5
Driver eye glance behavior and performance with camera-based visibility systems versus mirrors	5
Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving	5
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	5
Risky driving behaviors at school drop-off across Canadian municipalities: Findings from the Child Active Transportation Safety and the Environment (CHASE) study	5
Bridging the gap: Mechanistic-based cyclist injury risk curves using two decades of crash data	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
Increasing seat belt use in the United States by promoting and requiring more effective seat belt reminder systems	5
Study on the influence of seating orientation during frontal impacts by child occupant human body model response analysis	5
Texting, talking, trawling and tunes: Risk perceptions, phone dependence and different types of phone use while driving behaviors	5
The incidence burden of unreported pedestrian crashes in Illinois	5
An omni-directional model of injury risk in planar crashes with application for autonomous vehicles	5
Examining the effects of music on visual attention and driving behaviors in male and female adolescents	5
A study into the nature and extent of polydrug use in driving recidivism behavior	5
Road traffic crash data in Southwestern Nigeria: a qualitative analysis of sources, contents and management methods	5
Mixed logit approach to analyzing pedestrian injury severity in pedestrian-vehicle crashes in North Carolina: Considering time-of-day and day-of-week	5
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	5
NASS-CDS national estimates of fatalities do not match FARS census	5
Can emergency avoidance behavior reduce injuries to electric two-wheeler riders in vehicle collisions?	5
Predictors of parents’ use of child restraint systems: Evidence from China	4
Bus rapid transit as arterial corridor traffic calming: The relationship between transit infrastructure and motor vehicle operating speeds	4
Correlation between visibility and traffic safety visual distance in foggy areas during the daytime	4
Assessment of drivers’ visual search patterns and cognitive load during driving in curved tunnels	4
Community narratives on Facebook regarding mobile phone use while driving and road policing technologies	4
Demographic adjustments to driver death rates by vehicle type and size	4
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks	4
Cannabis presentations to the emergency department after MVC in the era of legalization for recreational use	4
Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model	4
Individual and social-environmental factors among young drivers informing decisions to ride with an impaired driver and drive impaired: A sequential mixed methods assessment	4
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types	4
Motorcycle curve assist: A novel approach based on active speed control for crash injury reduction	4
Spatial analysis of road traffic crashes and user based assessment of road safety: A case study of Rotterdam	4
Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	4
Comparisons of head injury risk prediction methods to field data in far-side impacts	4
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	4
Effects of seatback angle, seat rotation, and impact speed on injury risk of occupants in highly automated vehicles in frontal crashes	4
Evaluation of the effect of fixed speed cameras on speeding behavior among Iranian taxi drivers through telematics monitoring	4
Response of small female and midsize male models with active musculature in pre-crash maneuvers and low-speed impacts	4
Non-fatal traffic crashes among food delivery riders in Vietnam: What is the problem?	4
Disability scores rate changes and predictors among road traffic injury victims admitted at Gondar specialized comprehensive hospital northwest Ethiopia: A prospective follow-up study	4
Roadside surveys of drinking and driving in Cameroon	4
Belt fit for children in vehicle seats with and without belt-positioning boosters	4
Applying the heteroskedastic ordered probit model on injury severity for improved age and gender estimation	4
Optimization of colored pavement considering driving behavior and psychological characteristics under dynamic low-visibility conditions related to fog—a driving simulator study	4
Injuries related to electric scooter and bicycle use in a Washington, DC, emergency department	4
Motorcycle riders and pillion passengers injury patterns and in-hospital outcomes based on the National Trauma Registry of Iran	4

Crash data availability and best practices across the United States	4
Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors	4
Breadth of use of The Abbreviated Injury Scale in The National Trauma Data Bank bank	4
Hybrid III dummy lumbar spine responses under vertical impact loading	4
A current assessment of the THOR 50M in rear impacts	4
The ideal vulnerable road user – a study of parameters affecting VRU detection	4
Self-reported impacts of recreational and medicinal cannabis use on driving ability and amount of wait time before driving	4
Carsim-based simulation study on the performances of raised speed deceleration facilities under different profiles	4
The relationship of body mass index, belt placement, and abdominopelvic injuries in motor vehicle crashes: A Crash Injury Research and Engineering Network (CIREN) study	4
A study on brake-accelerator reaction times in elderly patients after artificial knee joint and hip joint replacement surgery	4
Fetal deaths and maternal injury in motor-vehicle crashes using NASS-CDS and CISS field data	4
The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics	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
When driving becomes risky: Micro-scale variants of the lane-changing maneuver in highway traffic	4
Summary of influences that led to introduction of frontal airbags on US passenger vehicles	4
Research on the impact of the locations of luminaire failure on traffic safety in highway tunnels	4
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	4