Traffic Injury Prevention

Article	Citations
The failings of per se limits to detect cannabis-induced driving impairment: Results from a simulated driving study	32
Road safety situation of electric bike riders: A cross-sectional study in courier and take-out food delivery population	30
Injuries related to electric scooter and bicycle use in a Washington, DC, emergency department	26
Investigating the effects of driving environment and driver characteristics on drivers’ compliance with speed limits	23
Effectiveness of front crash prevention systems in reducing large truck real-world crash rates	20
User perceptions of automated Truck-Mounted attenuators: Implications on work zone safety	17
The impact of different AR-HUD virtual warning interfaces on the takeover performance and visual characteristics of autonomous vehicles	17
Do ridesharing transportation services alleviate traffic crashes? A time series analysis	17
Driving through a pandemic: A study of speeding and phone use while driving during COVID-19 restrictions	16
Motorcycle helmet selection and usage for improved safety: A systematic review on the protective effects of helmet type and fastening	16
Injury risks and crashworthiness benefits for females and males: Which differences are physiological?	15
Investigation of the speeding behavior of motorcyclists through an innovative smartphone application	15
Driver monitoring systems (DMS): The future of impaired driving management?	14
Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model	14
Severity analysis of crashes on express lane facilities using support vector machine model trained by firefly algorithm	14
Orthopedic injuries associated with use of electric scooters in the UK: A dangerous trend? Case series and review of the literature	14
Exploring the effectiveness of a digital voice assistant to maintain driver alertness in partially automated vehicles	14
Speeding behavior while using adaptive cruise control and lane centering in free flow traffic	14
Mixed logit approach to analyzing pedestrian injury severity in pedestrian-vehicle crashes in North Carolina: Considering time-of-day and day-of-week	14
Human error in motorcycle crashes: A methodology based on in-depth data to identify the skills needed and support training interventions for safe riding	13
Cannabis, alcohol and other drug findings in fatally injured drivers in Ontario	13
Investigating risk factors associated with pedestrian crash occurrence and injury severity in Texas	13
Prediction of lower extremity injuries in car-pedestrian crashes – real-world accident study	13
An empirical analysis of driver injury severities in work-zone and non-work-zone crashes involving single-vehicle large trucks	13
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types	12

The rider behavior questionnaire to explore associations of motorcycle taxi crashes in Cartagena (Colombia)	12
Riding with an impaired driver and driving while impaired among adolescents: Longitudinal trajectories and their characteristics	12
Road traffic accidents in Italy during COVID-19	12
Modeling factors contributing to dockless e-scooter injury accidents in Austin, Texas	12
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	12
Driving under the influence of drugs or alcohol: Predicting the intentions of young drivers	12
Analysis of factors influencing aggressive driver behavior and crash involvement	11
Evaluation of the effect of fixed speed cameras on speeding behavior among Iranian taxi drivers through telematics monitoring	11
Influence factors on injury severity of bicycle-motor vehicle crashes: A two-stage comparative analysis of urban and suburban areas in Beijing	10
Motorcycle Autonomous Emergency Braking (MAEB) employed as enhanced braking: Estimating the potential for injury reduction using real-world crash modeling	10
Alcohol and drug use among road users involved in fatal crashes in Norway	10
Determinant contributing variables to severity levels of pedestrian crossed the road crashes in three cities in Indonesia	10
Effects on crash risk of automatic emergency braking systems for pedestrians and bicyclists	10
Effect of various restraint configurations on submarining occurrence across varied seat configurations in autonomous driving system environment	10
Driver posture monitoring in highly automated vehicles using pressure measurement	10
Severity analysis of road transport accidents of hazardous materials with machine learning	10
Relationships among driving styles, desire for control, illusion of control, and self-reported driving behaviors	10
Analysis of drink-driving behavior: Considering the subjective and objective factors of drivers	9
Mining groups of factors influencing bus/minibus crash severities on poor pavement condition roads considering different lighting status	9
Address inputting while driving: a comparison of four alternative text input methods on in-vehicle navigation displays usability and driver distraction	9
In-depth analysis of crash contributing factors and potential ADAS interventions among at-risk drivers using the SHRP 2 naturalistic driving study	9
Effects of non-driving related tasks on readiness to take over control in conditionally automated driving	8
Second-row occupant responses with and without intrusion in rear sled and crash tests	8
Facilitating research on racial and ethnic disparities and inequities in transportation: Application and evaluation of the Bayesian Improved Surname Geocoding (BISG) algorithm	8
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	8
An omni-directional model of injury risk in planar crashes with application for autonomous vehicles	8
Modeling lane-transgressing behavior of e-bike riders on road sections with marked bike lanes: A survival analysis approach	8
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks	8
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	8
The effect of hazard awareness training on teen drivers of varying socioeconomic status	8
The effectiveness of mass media campaigns in increasing the use of seat belts: A systematic review	8
A survey of distracted driving and electronic device use among app-based and taxi drivers	8
Distracted pedestrian behavior: An observational study of risk by situational environments	8
Risk factors associated with the increase of injury severity of powered two wheelers road accidents victims in Portugal	8
Changes in speeding on Virginia roads during the beginning of the COVID-19 pandemic	7
Evaluation of static belt fit and belt torso contact for children on belt-positioning booster seats	7
Diagnostic analysis of environmental factors affecting the severity of traffic crashes: From the perspective of pedestrian–vehicle and vehicle–vehicle collisions	7
Effect of ABTS and conventional seats on occupant injury in rear impacts: Analysis of field and test data	7
Patterns of traumatic injuries and outcomes to motorcyclists in a developing country: A cross-sectional study	7
A new model to estimate pedestrian deaths from speed-related interventions	7
Examining driver injury severity in left-turn crashes using hierarchical ordered probit models	7
Inattentional blindness to unexpected hazard in augmented reality head-up display assisted driving: The impact of the relative position between stimulus and augmented graph	7
An analysis of the novice motorcyclist crashes in Taiwan	7
The association between a statewide stay-at-home order and motor vehicle injury rates among population sub-groups in West Virginia	7
Coupling neuroscience and driving simulation: A systematic review of studies on crash-risk behaviors in young drivers	7
Correlation between visibility and traffic safety visual distance in foggy areas during the daytime	7
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study	7
The effect of the scalp on the effectiveness of bicycle helmets' anti-rotational acceleration technologies	6
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	6
Toward the development of a hybrid approach to speed estimation in urban and rural areas	6

Quantitative characterization of AEB pulses across the modern fleet	6
Modeling driver’s braking and steering behavior along horizontal curves of two-lane rural highways for ADAS applications	6
Associations of mental health with driving while impaired and risky driving in emerging adults	6
Pediatric electric scooter injuries in the UK: Case series and review of literature	6
Analysis of rear-end crash potential and driver contributing factors based on car-following driving simulation	6
Risk to workers or vehicle damage: What makes drivers slow down in work zones?	6
Potential lives saved by in-vehicle alcohol detection systems	6
A skewed logistic model of two-unit bicycle-vehicle hit-and-run crashes	6
Roadside surveys of drinking and driving in Cameroon	6
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	6
A safety score for the assessment of driving style	6
Coronavirus lockdown: Excessive alcohol consumption and illicit substance use in DUI subjects	6
State alcohol ignition interlock laws and fatal crashes	6
An overview of tram tracks related cycling injuries in Ghent, Belgium	6
Driver response and recovery following automation initiated disengagement in real-world hands-free driving	6
Composite performance indicators for helmet and seat-belt enforcement as imprecise data	6
Drive aware training: A computerized training program for older drivers’ detection of road hazards	6
Non-fatal traffic crashes among food delivery riders in Vietnam: What is the problem?	6
Organizational and personal factors in occupational traffic injuries at work in Spain	6
Influence of retractor and anchor pretensioning on dummy responses in 40 km/h rear sled tests	6
Car accidents and risky driving behaviors among young drivers from the Eastern Province, Saudi Arabia	6
Importance of passive muscle, skin, and adipose tissue mechanical properties on head and neck response in rear impacts assessed with a finite element model	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
Motorcycle antilock braking systems and fatal crash rates: updated results	6
Factors affecting injury severity in motorcycle crashes: Different age groups analysis using Catboost and SHAP techniques	5
Knee ligament injuries in U.S. pedestrian crashes	5
Driving errors that predict simulated rear-end collisions in drivers with multiple sclerosis	5
Age targeted human body models indicate increased thoracic injury risk with aging	5
A rubberized impact absorbing pavement can reduce the head injury risk in vulnerable road users: A bicycle and a pedestrian accident case study	5
Finding and understanding pedal misapplication crashes using a deep learning natural language model	5
Field testing the applicability of motorcycle autonomous emergency braking (MAEB) during pre-crash avoidance maneuver	5
Prevalence of alcohol and drugs among drivers killed in road traffic crashes in Norway during 2011–2020	5
Exploration of motorcyclists’ red-light running and helmet use at signalized intersections in Ghana	5
Rear-seat occupant demographics in rear impacts: Analysis of NASS-CDS	5
Which signal modalities do cyclists prefer based on experiences in road traffic?	5
Are you willing to drink and drive? An investigation in Indian scenario using an extended prototype willingness model	5
Perceived effects of cannabis and changes in driving performance under the influence of cannabis	5
Road traffic injuries and substance use in Latin America: A systematic review	5
Effects of restraint parameters using PIPER 6y in reclined seating during frontal impact	5
Analysis of the lack of restraint with and without belt pretensioning in 40.2 km/h rear impacts	5
Analysis of the factors influencing parents’ support for child safety seat legislation in Nanjing	5
Significance of tractor-trailer impacts to the rear of light vehicles	5
Multi-sensor driver monitoring for drowsiness prediction	5
Assessment of in situ chest deflection of post mortem human subjects (PMHS) and personalized human body models (HBM) in nearside oblique impacts	5
Evaluation of Brain Rotational Injury Criteria (BrIC) in vehicle frontal crashes	5
Driving after marijuana use among U.S. adolescents: Prevalence profiles and related behaviors	5
Ride hailing app use and drunk/drugged driving among young adult nightclub patrons	4
Crash narrative classification: Identifying agricultural crashes using machine learning with curated keywords	4
Collision versus loss-of-control motorcycle accidents: Comparing injuries and outcomes	4
Exploratory analysis of young adults’ trajectories through the UK driving license acquisition process	4
Child safety in cars: An observational study on the use of child restraint systems in The Netherlands	4
Effects of forward collision warning and automatic emergency braking on rear-end crashes involving pickup trucks	4
Implementation and calibration of active small female and average male human body models using low-speed frontal sled tests	4
Influence of cannabis use history on the impact of acute cannabis smoking on simulated driving performance during a distraction task	4
Interdependence of driver and pedestrian behavior in naturalistic roadway negotiations	4
Investigation of factors influencing submarining mitigation with child booster seats	4
The effect of attention-deficit/hyperactivity disorder (ADHD) on driving behavior and risk perception	4
Dynamic is optimal: Effect of three alternative auto-complete on the usability of in-vehicle dialing displays and driver distraction	4
Shedding light on the pedestrian safety crisis: An analysis across the injury severity spectrum by lighting condition	4
Impact of adaptive cruise control (ACC) system on fatality and injury reduction in China	4
Understanding the growing role of driving anger in the risk of traffic incidents involving Vietnamese motorcyclists	4
Is optimized restraint system for an occupant with obesity different than that for a normal BMI occupant?	4
Application of surrogate safety measures in higher levels of automated vehicles simulation studies: A review of the state of the practice	4
How do different ambient temperatures and vehicle speeds affect the cognitive performance of male drivers? Evidence from ERP	4
Road traffic deaths: A retrospective analysis (2009–2019) in the north of the Italian region Emilia Romagna	4
Factors contributing to the severity of motorcycle rear-end crashes in Thailand	4
Do factors associated with older pedestrian crash severity differ? A causal factor analysis based on exposure level of pedestrians	4
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	4
Validation of the cycling anger scale in Singapore	4
How certain are we that our automated driving system is safe?	4
Comparison of small female occupant model responses with experimental data in a reclined posture	4
Exploring influences on the intention of motorcyclists to drink and ride: An investigation in a fourth-tier city of China	4
Alcohol and driving—How bad is the combination? A meta-analysis	4
Injury patterns in motor vehicle collision-pediatric pedestrian deaths	4
Support for legislative, technological, and organizational strategies to reduce cellphone use while driving: Psychological predictors and influences of language	4
Bicyclist crashes with cars and SUVs: Injury severity and risk factors	4
On-the-road driving performance of patients with central disorders of hypersomnolence	4
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	3
Assessment of the effect of motorcycle autonomous emergency braking (MAEB) based on real-world crashes	3
Pilot characterization of head kinematics in grassroots dirt track racing	3

Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	3
How does attention deficit hyperactivity disorder affect children’s road-crossing? A case-control study	3
Drug use and pattern of injuries sustained by drivers involved in road traffic crashes	3
Speeding in the city of Xalapa, Mexico: Prevalence and associated factors	3
Evaluation of the effectiveness of vehicle roll stability control (RSC) for high center of gravity light passenger vehicles in Australasia	3
Completeness of police reporting of traffic crashes in Nepal: Evaluation using a community crash recording system	3
Prevalence of unprotected motorcycle riding and its association with other risk behaviors among adolescents in Chiang Mai, Thailand	3
A novel method for the automated simulation of various vehicle collisions to estimate crash severity	3
Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	3
Evaluation of traffic signs information volume at highway tunnel entrance zone based on the visual sample entropy of novice and experienced drivers	3
A comparison of driving related skills impaired by ethanol and zopiclone	3
An exploratory investigation into the influence of risk factors on driver injury severity in angle crashes: A random parameter bivariate ordered probit model approach	3
A new lane change index for lane change conflicts at weaving segments	3
Safety priorities for occupant protection in rear impacts	3
Understanding nonuse of mandatory e-scooter helmets	3
Pre-frailty associated with traffic crashes in Japanese community-dwelling older drivers	3
A penalized-likelihood approach to characterizing bridge-related crashes in New Jersey	3
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	3
Interactions between rearward-facing child restraint systems and the front row seatback in frontal impact sled tests	3
A before-after full bayes multivariate intervention model to estimate the safety effectiveness of red light cameras	3
Comparison of Waymo rider-only crash data to human benchmarks at 7.1 million miles	3
Categorization and labeling systems concerning driving-impairing medicines: A scoping review	3
An investigation of elderly occupant injury risks based on anthropometric changes compared to young counterparts	3
Size and age of fatal drivers by crash type, vehicle type and gender	3
Developing an aluminum honeycomb barrier to represent a striking SUV in a side impact crash test	3
Female crash fatality risk relative to males for similar physical impacts	3
Evaluating disparities in child occupant protection using a proportion-eliminated approach to mediation	3
A comparison of daytime and nighttime pedestrian road-crossing behavior using an immersive virtual environment	3
Left-turn crashes and motorcycle safety	3
Effects of penetration rates on the application of in-vehicle traffic lights at unsignalized intersections	3
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	3
Repositioning forward-leaning passengers by seatbelt pre-pretensioning	3
So much nuance: A qualitative analysis of parental perspectives on child passenger safety	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
Bus passenger injury prevention: Learning from onboard incidents	3
A method for evaluating the safety of freeway tunnel sections based on driving comfort - a naturalistic driving study	3
Comparison of the mental representation of traffic signs in Ecuador	3
Does past offending behaviors catch up with you? A study examining the relationship between traffic offending history and fatal crash involvement	3
Multilevel analysis of injury severity of elderly motorcycle riders: The role of regional transport development	3
Effect of pedestrian physique differences on head injury prediction in car-to-pedestrian accidents using deep learning	3
An examination of how alcohol enforcement strategies by sheriff and police agencies are associated with alcohol-impaired-driving fatal traffic crashes	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
Impact of rule-violating behaviors on the risk of bus drivers being at-fault in crashes	3
Strategies for accelerating the implementation of non-intrusive alcohol detection systems in the vehicle fleet	3
Investigating self-regulation in young adults who drug-drive	3
Repositioning forward-leaning vehicle occupants with a pre-pretensioner belt and a startle-based warning in pre-crash scenarios	3
On the evaluation of visual nudges to promote safe cycling: Can we encourage lower speeds at intersections?	3
Response of small female and midsize male models with active musculature in pre-crash maneuvers and low-speed impacts	3
Body mass index influence on lap belt position and abdominal injury in frontal motor vehicle crashes	3
Aberrant driving behaviors as mediators in the relationship between driving anger patterns and crashes among taxi drivers: An investigation in a complex cultural context	3