Traffic Injury Prevention

Article	Citations
Casualty risk of e-bike rider struck by passenger vehicle using China in-depth accident data	57
Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study	48
The characteristics of dockless electric rental scooter-related injuries in a large U.S. city	36
Investigation of traffic and safety behavior of pedestrians while texting or web-surfing	28
Speeding and impaired driving in fatal crashes—Results from in-depth investigations	26
The failings of per se limits to detect cannabis-induced driving impairment: Results from a simulated driving study	25
Drivers’ visual load at different time periods in entrance and exit zones of extra-long tunnel	25
An investigation on the risk factors associated with driving errors under the influence of alcohol using structural equation modeling	21
Injuries related to electric scooter and bicycle use in a Washington, DC, emergency department	21
Prevalence of non-nominal seat positions and postures among front-seat passengers	19
Investigating the effects of driving environment and driver characteristics on drivers’ compliance with speed limits	18
Road safety situation of electric bike riders: A cross-sectional study in courier and take-out food delivery population	18
Thoracolumbar spine kinematics and injuries in frontal impacts with reclined occupants	17
Forecasting deaths of road traffic injuries in China using an artificial neural network	17
Serious motor vehicle collisions involving young drivers on Norwegian roads 2013–2016: Speeding and driver-related errors are the main challenge	17
Submarining sensitivity across varied seat configurations in autonomous driving system environment	16
User perceptions of automated Truck-Mounted attenuators: Implications on work zone safety	16
Seating preferences in highly automated vehicles and occupant safety awareness: A national survey of Chinese perceptions	16
Vehicle safety characteristics in vulnerable driver populations	15
Effectiveness of front crash prevention systems in reducing large truck real-world crash rates	15
Red-light running behavior of delivery-service E-cyclists based on survival analysis	15
Analysis of crash injury severity on two trans-European transport network corridors in Spain using discrete-choice models and random forests	14
An examination of relationships between cannabis legalization and fatal motor vehicle and pedestrian-involved crashes	14
The role of perceived pedestrian safety on designing safer built environments	14
Risk perception: A study using dashcam videos and participants from different world regions	13

Obesity effects on pedestrian lower extremity injuries in vehicle-to-pedestrian impacts: A numerical investigation using human body models	13
Severity analysis of crashes on express lane facilities using support vector machine model trained by firefly algorithm	13
Mixed logit approach to analyzing pedestrian injury severity in pedestrian-vehicle crashes in North Carolina: Considering time-of-day and day-of-week	13
Pedestrian injuries from cars and SUVs: Updated crash outcomes from the vulnerable road user injury prevention alliance (VIPA)	12
Prevalence of alcohol use among road traffic crash victims presenting to a Malawian Central Hospital: A cross-sectional study	12
Driving through a pandemic: A study of speeding and phone use while driving during COVID-19 restrictions	12
Motorcycle helmet selection and usage for improved safety: A systematic review on the protective effects of helmet type and fastening	12
Speeding behavior while using adaptive cruise control and lane centering in free flow traffic	12
The rider behavior questionnaire to explore associations of motorcycle taxi crashes in Cartagena (Colombia)	12
Investigation of the speeding behavior of motorcyclists through an innovative smartphone application	12
Change in helmet use behavior enforced by CCTV cameras with automatic helmet use detection system on an urban arterial road	12
Prediction of lower extremity injuries in car-pedestrian crashes – real-world accident study	11
Human error in motorcycle crashes: A methodology based on in-depth data to identify the skills needed and support training interventions for safe riding	11
Do ridesharing transportation services alleviate traffic crashes? A time series analysis	11
Driving under the influence of drugs or alcohol: Predicting the intentions of young drivers	11
Proactive crash risk prediction modeling for merging assistance system at interchange merging areas	10
Investigating risk factors associated with pedestrian crash occurrence and injury severity in Texas	10
Injury risks and crashworthiness benefits for females and males: Which differences are physiological?	10
Promote or inhibit: An inverted U-shaped effect of workload on driver takeover performance	10
Investigation of vehicle-bicycle hit-and-run crashes	10
Road traffic accidents in Italy during COVID-19	10
Cannabis, alcohol and other drug findings in fatally injured drivers in Ontario	10
An empirical analysis of driver injury severities in work-zone and non-work-zone crashes involving single-vehicle large trucks	10
The impact of different AR-HUD virtual warning interfaces on the takeover performance and visual characteristics of autonomous vehicles	10
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	10
Influence of red-light violation warning systems on driver behavior – a driving simulator study	9
Modeling factors contributing to dockless e-scooter injury accidents in Austin, Texas	9
Riding with an impaired driver and driving while impaired among adolescents: Longitudinal trajectories and their characteristics	9
Severity analysis of road transport accidents of hazardous materials with machine learning	9
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types	9
Effect of various restraint configurations on submarining occurrence across varied seat configurations in autonomous driving system environment	9
Mobile phone use among Indonesian motorcyclists: prevalence and influencing factors	9
Evaluation of the effect of fixed speed cameras on speeding behavior among Iranian taxi drivers through telematics monitoring	9
Mapping fractures from traffic accidents in Sweden: How do cyclists compare to other road users?	9
Orthopedic injuries associated with use of electric scooters in the UK: A dangerous trend? Case series and review of the literature	9
Exploring the effectiveness of a digital voice assistant to maintain driver alertness in partially automated vehicles	8
Motorcycle Autonomous Emergency Braking (MAEB) employed as enhanced braking: Estimating the potential for injury reduction using real-world crash modeling	8
Restraint systems considering occupant diversity and pre-crash posture	8
A study on cyclist head injuries based on an electric-bicycle to car accident reconstruction	8
Pediatric occupant human body model kinematic and kinetic response variation to changes in seating posture in simulated frontal impacts – with and without automatic emergency braking	8
Analysis of drink-driving behavior: Considering the subjective and objective factors of drivers	8
Risk factors associated with the increase of injury severity of powered two wheelers road accidents victims in Portugal	8
Driver monitoring systems (DMS): The future of impaired driving management?	8
Determinant contributing variables to severity levels of pedestrian crossed the road crashes in three cities in Indonesia	8
Scenario establishment and characteristic analysis of intersection collision accidents for advanced driver assistance systems	8
Alcohol and drug use among road users involved in fatal crashes in Norway	8
Second-row occupant responses with and without intrusion in rear sled and crash tests	7
In-depth analysis of crash contributing factors and potential ADAS interventions among at-risk drivers using the SHRP 2 naturalistic driving study	7
Driving anger and factors related to aggressive driving among Serbian drivers	7
Effects on crash risk of automatic emergency braking systems for pedestrians and bicyclists	7

Driver posture monitoring in highly automated vehicles using pressure measurement	7
Distracted pedestrian behavior: An observational study of risk by situational environments	7
Injury risk curves in far-side lateral motor vehicle crashes by AIS level, body region and injury code	7
Evaluation of static belt fit and belt torso contact for children on belt-positioning booster seats	7
Facilitating research on racial and ethnic disparities and inequities in transportation: Application and evaluation of the Bayesian Improved Surname Geocoding (BISG) algorithm	7
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study	7
The effectiveness of mass media campaigns in increasing the use of seat belts: A systematic review	7
The potential of different countermeasures to prevent injuries with high risk of health loss among bicyclists in Sweden	7
Influence factors on injury severity of bicycle-motor vehicle crashes: A two-stage comparative analysis of urban and suburban areas in Beijing	7
Effect of ABTS and conventional seats on occupant injury in rear impacts: Analysis of field and test data	7
Impact of cannabis and low alcohol concentration on divided attention tasks during driving	7
Examining driver injury severity in left-turn crashes using hierarchical ordered probit models	7
Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model	7
Relationships among driving styles, desire for control, illusion of control, and self-reported driving behaviors	7
The association between a statewide stay-at-home order and motor vehicle injury rates among population sub-groups in West Virginia	7
A medicolegal approach to the very rare Auto-Brewery (endogenous alcohol fermentation) syndrome	7
Finite element reconstruction of a vehicle-to-pedestrian impact	7
Driver knowledge of cycling-related road rules in Queensland, Australia	7
Assessing the safety impacts of raising the speed limit on Michigan freeways using the multilevel mixed-effects negative binomial model	6
Quantitative characterization of AEB pulses across the modern fleet	6
An omni-directional model of injury risk in planar crashes with application for autonomous vehicles	6
Kinematics of inboard-leaning occupants in frontal impacts	6
Mining groups of factors influencing bus/minibus crash severities on poor pavement condition roads considering different lighting status	6
Composite performance indicators for helmet and seat-belt enforcement as imprecise data	6
Understanding the impact of road design characteristic on teen driver’s fatality	6
EEG biomarkers acquired during a short, straight-line simulated drive to predict impairment from cannabis intoxication	6
Influence of retractor and anchor pretensioning on dummy responses in 40 km/h rear sled tests	6
The influence of driving anger on truck drivers’ speeding behavior in Serbia: the evidence from naturalistic global positioning system driving data	6
Patterns of traumatic injuries and outcomes to motorcyclists in a developing country: A cross-sectional study	6
The effect of the scalp on the effectiveness of bicycle helmets' anti-rotational acceleration technologies	6
Diagnostic analysis of environmental factors affecting the severity of traffic crashes: From the perspective of pedestrian–vehicle and vehicle–vehicle collisions	6
How does financial burden influence the crash rate among taxi drivers? A self-reported questionnaire study in China	6
The effect of hazard awareness training on teen drivers of varying socioeconomic status	6
Modeling the influence of 0.03%, 0.05% and 0.08% blood alcohol concentrations on lane positioning and steering control of Indian drivers	6
Simulation-based assessment of injury risk for an average male motorsport driver	6
Correlation between visibility and traffic safety visual distance in foggy areas during the daytime	6
Motorcycle antilock braking systems and fatal crash rates: updated results	5
A skewed logistic model of two-unit bicycle-vehicle hit-and-run crashes	5
Impaired driving among rural female drug-involved offenders	5
The relationships between correct helmet use, enforcement presence, and mortality in a Latin-America city: The case study of Bogotá, Colombia	5
Are you willing to drink and drive? An investigation in Indian scenario using an extended prototype willingness model	5
Field testing the applicability of motorcycle autonomous emergency braking (MAEB) during pre-crash avoidance maneuver	5
Coronavirus lockdown: Excessive alcohol consumption and illicit substance use in DUI subjects	5
Understanding users’ characteristics in the selection of vehicle seating configurations and positions in fully automated vehicles	5
Modeling lane-transgressing behavior of e-bike riders on road sections with marked bike lanes: A survival analysis approach	5
A new model to estimate pedestrian deaths from speed-related interventions	5
Drivers’ visual attention during the onset of the circular yellow indication at high-speed signalized intersections	5
A survey of distracted driving and electronic device use among app-based and taxi drivers	5
The epidemiology and prehospital care of motorcycle crashes in a sub-Saharan African urban center	5
Associations of mental health with driving while impaired and risky driving in emerging adults	5
Evaluation of users' experience and posture in a rotated swivel seating configuration	5
Importance of passive muscle, skin, and adipose tissue mechanical properties on head and neck response in rear impacts assessed with a finite element model	5
Potential lives saved by in-vehicle alcohol detection systems	5
Which signal modalities do cyclists prefer based on experiences in road traffic?	5
Understanding vehicle crashes in work zones: Analysis of workplace health and safety data as an alternative to police-reported crash data in Queensland, Australia	5
Should airbags be deactivated for wheelchair-seated drivers?	5
Organizational and personal factors in occupational traffic injuries at work in Spain	5
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	5
Booster cushion design effects on child occupant kinematics and loading assessed using the PIPER 6-year-old HBM and the Q10 ATD in frontal impacts	5
Analysis of factors influencing aggressive driver behavior and crash involvement	5
Coupling neuroscience and driving simulation: A systematic review of studies on crash-risk behaviors in young drivers	4
Analysis of the factors influencing parents’ support for child safety seat legislation in Nanjing	4
Implementation and calibration of active small female and average male human body models using low-speed frontal sled tests	4
Perceived effects of cannabis and changes in driving performance under the influence of cannabis	4
Assessment of in situ chest deflection of post mortem human subjects (PMHS) and personalized human body models (HBM) in nearside oblique impacts	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
Assessing the impact of the 2015 introduction of increased penalties and enhanced public awareness and enforcement activities on texting while driving among adults in Ontario, Canada	4
Ride hailing app use and drunk/drugged driving among young adult nightclub patrons	4
Analysis of the lack of restraint with and without belt pretensioning in 40.2 km/h rear impacts	4
Prevalence of alcohol and drugs among drivers killed in road traffic crashes in Norway during 2011–2020	4
Automatic collision notification availability and emergency response times following vehicle collision—an analysis of the 2017 crash investigation sampling system	4
Car accidents and risky driving behaviors among young drivers from the Eastern Province, Saudi Arabia	4
Braking behavior of major approach turning vehicles at rural two-way stop controlled intersections: A naturalistic driving study	4
Knee ligament injuries in U.S. pedestrian crashes	4
Drive aware training: A computerized training program for older drivers’ detection of road hazards	4
Exploring driving characteristics of fit- and unfit-to-drive neurological patients: a driving simulator study	4
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks	4
Finding and understanding pedal misapplication crashes using a deep learning natural language model	4
Road traffic injuries and substance use in Latin America: A systematic review	4
Are helmeted cyclists taking more risk at signalized intersections?	4

A safety score for the assessment of driving style	4
Risk to workers or vehicle damage: What makes drivers slow down in work zones?	4
Effects of non-driving related tasks on readiness to take over control in conditionally automated driving	4
Perceptions and attitudes toward risk and personal responsibility in the context of medical fitness to drive	4
Land motor vehicle-related fatal drowning in Finland: A nation-wide population-based survey	4
Driver experiences with the alcohol ignition interlock: Comparing successful and poor performers	4
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	4
Is optimized restraint system for an occupant with obesity different than that for a normal BMI occupant?	4
Effects of forward collision warning and automatic emergency braking on rear-end crashes involving pickup trucks	4
Analysis of death and disability due to golf cart crashes in The Villages, Florida: 2011-2019	4
Roadside surveys of drinking and driving in Cameroon	4
Modeling driver’s braking and steering behavior along horizontal curves of two-lane rural highways for ADAS applications	4
The impact of interlock installation on driving behavior and drinking behavior related to driving	4
Effects of restraint parameters using PIPER 6y in reclined seating during frontal impact	4
An analysis of the novice motorcyclist crashes in Taiwan	4
Validation of the cycling anger scale in Singapore	4
Impact of adaptive cruise control (ACC) system on fatality and injury reduction in China	4
An overview of tram tracks related cycling injuries in Ghent, Belgium	4
Analysis of rear-end crash potential and driver contributing factors based on car-following driving simulation	4
Child safety in cars: An observational study on the use of child restraint systems in The Netherlands	4
Rear-seat occupant demographics in rear impacts: Analysis of NASS-CDS	3
Safety priorities for occupant protection in rear impacts	3
Age targeted human body models indicate increased thoracic injury risk with aging	3
Assessment of the effect of motorcycle autonomous emergency braking (MAEB) based on real-world crashes	3
Influence of cannabis use history on the impact of acute cannabis smoking on simulated driving performance during a distraction task	3
An examination of how alcohol enforcement strategies by sheriff and police agencies are associated with alcohol-impaired-driving fatal traffic crashes	3
A comparison of driving related skills impaired by ethanol and zopiclone	3
Exploratory analysis of young adults’ trajectories through the UK driving license acquisition process	3
Comparison of small female occupant model responses with experimental data in a reclined posture	3
Impact of rule-violating behaviors on the risk of bus drivers being at-fault in crashes	3
Comparison of the mental representation of traffic signs in Ecuador	3
Crash narrative classification: Identifying agricultural crashes using machine learning with curated keywords	3
Strategies for accelerating the implementation of non-intrusive alcohol detection systems in the vehicle fleet	3
Dynamic is optimal: Effect of three alternative auto-complete on the usability of in-vehicle dialing displays and driver distraction	3
Driving errors that predict simulated rear-end collisions in drivers with multiple sclerosis	3
Differential mental representation of regulatory traffic in Hispanic-America	3
Development of an expert derived ICD-AIS map for serious AIS3+ injury identification	3
Toward the development of a hybrid approach to speed estimation in urban and rural areas	3
Significance of tractor-trailer impacts to the rear of light vehicles	3
A rubberized impact absorbing pavement can reduce the head injury risk in vulnerable road users: A bicycle and a pedestrian accident case study	3
Determining the steering direction in critical situations: A decision tree–based method	3
Investigation of factors influencing submarining mitigation with child booster seats	3
Factors contributing to the severity of motorcycle rear-end crashes in Thailand	3
Shedding light on the pedestrian safety crisis: An analysis across the injury severity spectrum by lighting condition	3
How certain are we that our automated driving system is safe?	3
Address inputting while driving: a comparison of four alternative text input methods on in-vehicle navigation displays usability and driver distraction	3
Understanding the growing role of driving anger in the risk of traffic incidents involving Vietnamese motorcyclists	3
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	3
Size and age of fatal drivers by crash type, vehicle type and gender	3
Driving after marijuana use among U.S. adolescents: Prevalence profiles and related behaviors	3
The effect of a moderately reclined seat-back angle on the kinematics of the Large-Omnidirectional Child Anthropomorphic Test Device with and without a belt-positioning booster in frontal crashes	3
Types and site distributions of intestinal injuries in seat belt syndrome	3
Multi-sensor driver monitoring for drowsiness prediction	3
The association between the score of adult attention-deficit/hyperactivity traits and risky driving behaviors with alcohol intake and narcotics consumption among Iranian motorcyclists	3
Improving the safety relevance of automatic emergency braking testing programs: An examination of common characteristics of police-reported rear-end crashes in the United States	3
Road traffic deaths: A retrospective analysis (2009–2019) in the north of the Italian region Emilia Romagna	3
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	3
Evaluating disparities in child occupant protection using a proportion-eliminated approach to mediation	3
Drug use and pattern of injuries sustained by drivers involved in road traffic crashes	3
Pilot characterization of head kinematics in grassroots dirt track racing	3
Intervertebral foramen narrowing during vertical dynamic loading	3
Video from user-generated content as a source of pre-crash scenario naturalistic driving data	3
Part-time shoulder use operational impact on the safety performance of interstate 476	3
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	3
Multilevel analysis of injury severity of elderly motorcycle riders: The role of regional transport development	3
State alcohol ignition interlock laws and fatal crashes	3
Investigating self-regulation in young adults who drug-drive	2
Effect of Class I–III obesity on driver seat belt fit	2
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	2
A penalized-likelihood approach to characterizing bridge-related crashes in New Jersey	2
Assessment of senior drivers’ internal state in the event of simulated unexpected vehicle motion based on near-infrared spectroscopy	2
Expansion of NASS/CDS for characterizing run-off-road crashes	2
Development and validation of an elderly human body model for frontal impacts	2
Support for legislative, technological, and organizational strategies to reduce cellphone use while driving: Psychological predictors and influences of language	2
Analysis of kinematic behavior of pedestrians/cyclists in vehicle collisions using impulse	2
Seasonal variation in North American level crossing crash rates is due to weather, not day length	2
The urban structure and pedestrian injuries: A typological analysis of pedestrian crashes in the city of Hermosillo, Mexico	2
Evaluation of the 30km/h speed limit trial in the City of Yarra, Melbourne, Australia	2
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	2
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	2
Injury crashes and the relationship with disease causing excessive daytime sleepiness	2
So much nuance: A qualitative analysis of parental perspectives on child passenger safety	2
Seasonal crash prediction model for urban signalized intersections: Wisconsin southeast region	2
Brake response time between male drivers with and without paraplegia: Association between sociodemographic, motor and neurological characteristics	2
Effect of body size and enhanced helmet systems on risk for motorsport drivers	2
On-the-road driving performance of patients with central disorders of hypersomnolence	2
Developing an aluminum honeycomb barrier to represent a striking SUV in a side impact crash test	2
Do factors associated with older pedestrian crash severity differ? A causal factor analysis based on exposure level of pedestrians	2
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	2
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	2
The effect of attention-deficit/hyperactivity disorder (ADHD) on driving behavior and risk perception	2
Pediatric electric scooter injuries in the UK: Case series and review of literature	2
Pre-frailty associated with traffic crashes in Japanese community-dwelling older drivers	2
Validating the representativeness assumption of the quasi-induced exposure method using a national representative field observation survey	2
Are state minimum jail laws associated with less frequent drunk-driving?	2