Traffic Injury Prevention

Article	Citations
Prevalence of alcohol and drugs among drivers killed in road traffic crashes in Norway during 2011–2020	41
Interactions between rearward-facing child restraint systems and the center console in frontal impact sled tests	38
A positive psychology framework for understanding teenage driving behaviors: Examining the role of life purpose and mindfulness	22
Efficient injury risk predictions for a diverse population using parametric human modeling and inducing points in Gaussian processes	21
Risk characteristics analysis of road segments: Considering multiple scales and temporal stages	20
Examining the effects of music on visual attention and driving behaviors in male and female adolescents	20
Differences in gaze behavior between driving instructors and older adults during viewing of virtual reality driving videos	20
Effect of data censoring on thoracic injury risk curves	20
Intersection challenges for older drivers: The impact of aging on visual cognition and driving efficiency at crossroads	20
Comprehensive analysis of traumatic rupture of the aorta in road traffic crashes: incorporating epidemiological insights and K-prototype clustering	19
A comparison between bridge-related and non-bridge crashes: severity, vehicle involvement, and motorists’ characteristics	19
Change in the collision avoidance performance of autonomous emergency braking systems	18
Predicting pedestrian-vehicle interaction severity at unsignalized intersections	18
The contributions of knowledge and trust involving the use of child car seats among Indigenous Peoples in Canada	17
NASS-CDS national estimates of fatalities do not match FARS census	17
Profiling fatal and serious injury crashes in South Australia according to the Swedish transport administration model	16
Speed-securing measures on rural roads in Sweden: An observational study	15
An omni-directional model of injury risk in planar crashes with application for autonomous vehicles	15
Modeling the influence of 0.03%, 0.05% and 0.08% blood alcohol concentrations on lane positioning and steering control of Indian drivers	15
The effect of hazard awareness training on teen drivers of varying socioeconomic status	14
Recommendations for effective collaboration and capacity building in epidemiological studies on the effect of alcohol and drug use on traffic safety in low- and middle-income countries	13
Postural analysis of side impact WorldSID 50th ATD in highly reclined seats	13
Study on the influence of seating orientation during frontal impacts by child occupant human body model response analysis	13
Drunk driving policies and breath test refusal in Taiwan	13
Importance of passive muscle, skin, and adipose tissue mechanical properties on head and neck response in rear impacts assessed with a finite element model	13

Mitigating fuel tank syndrome pelvic injuries – is there potential for rider worn protectors?	13
Reversing accidents involving pedestrians: an epidemiological investigation and cluster analysis using a novel database derived from Swedish National Register data	13
The effect of guardrail color on driver behavior based on driving style along mountain curves	13
The incidence burden of unreported pedestrian crashes in Illinois	13
Car accidents and risky driving behaviors among young drivers from the Eastern Province, Saudi Arabia	12
Analysis of rear-end crash potential and driver contributing factors based on car-following driving simulation	12
Perception and performance: Evaluating driver behavior on horizontal curves at day and night based on optical flow model analysis	12
Traffic safety comprehensive evaluation of urban tunnel visual guiding system based on extension matter-element model: a case study in tunnel curves	12
Evaluating the effects of the route guidance variable message signs on driving behaviors—a driving simulation study	11
Examining the impacts of road pavement roughness and rutting on traffic safety: A macrolevel analysis	11
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	11
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	11
Pilot characterization of head kinematics in grassroots dirt track racing	10
Assessment of senior drivers’ internal state in the event of simulated unexpected vehicle motion based on near-infrared spectroscopy	10
Binge drinking and alcohol-related symptoms may underlie patterns of dynamic brain oscillations of resource allocation during high-fidelity driving simulation	10
Improving identification of crash injuries: Statewide integration of hospital discharge and crash report data	10
Factors influencing injury severity to belted drivers in car crashes in India	10
Two cases of driver death caused by airbag rupture	9
Evaluation of lap belt-pelvis load transfer in frontal impact simulations using finite element occupant models	9
Pediatric electric scooter injuries in the UK: Case series and review of literature	9
Evaluating risks, monitoring cannabis use, and planning to get home safely: Exploring self-regulation processes associated with cannabis use and driving	9
Bus passenger injury prevention: Learning from onboard incidents	9
Identifying community-level disparities in access to driver education and training: Toward a definition of driver training deserts	8
Body mass index influence on lap belt position and abdominal injury in frontal motor vehicle crashes	8
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	8
Identifying modifiable factors related to novice adolescent driver fault in motor vehicle collisions	8
Dynamic is optimal: Effect of three alternative auto-complete on the usability of in-vehicle dialing displays and driver distraction	8
Evaluation of an education intervention for Australian health practitioners to support people with dementia with driving decisions: A pretest-posttest survey	8
Young novice drivers’ road crash injuries and contributing factors: A crash data investigation	8
Delays in blood collection and drug toxicology results among crash-involved drivers arrested for impaired driving	8
Cannabis use and reported effects on driving among adults in Iowa	8
A qualitative assessment of individual and social–environmental factors informing decisions to ride with an impaired driver and drive while impaired	8
A price-performance analysis of the protective capabilities of wholesale bicycle helmets	8
Modeling drivers’ dilemma at unsignalized T-intersections under mixed traffic conditions: A case study from India	8
Potential risk of driving performance under combined conditions of taking second-generation antihistamines and attending calls using a hands-free function	8
Driver eye glance behavior and performance with camera-based visibility systems versus mirrors	7
Semi-supervised lane detection for continuous traffic scenes	7
Looking back in the rearview: Insights into Queensland’s rear-end crashes	7
Comparing alcohol involvement among injured pedalcycle and motorcycle riders across three national public-use datasets	7
An XGBoost approach to detect driver visual distraction based on vehicle dynamics	7
Comparison of corridor-level fatal and injury crash models with site-level models for network screening purposes on Florida urban and suburban divided arterials	7
Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving	7
Research on traffic accident prediction of expressway tunnel based on B-NB model	7
Injury patterns in motor vehicle collision–youth pedestrian deaths	7
Understanding nonuse of mandatory e-scooter helmets	7
Modeling faults among mountainous highway fatal crash-involved drivers with different route familiarity levels	7
The drink and drug driving behaviours of young Queensland drivers and attitudes toward apprehension	7
Using training to improve drivers’ knowledge and understanding of advanced driver assistance systems—an experimental study	7
Quantifying rider posture variability in powered two- and three-wheelers for safety assessment	7
State alcohol ignition interlock laws and fatal crashes	7

Optimizing collision safety restraint systems for diverse drivers using multi-objective analysis	6
IIHS small overlap frontal crash test ratings and real-world driver death risk	6
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	6
Assessing injury risks of reclined occupants in a frontal crash preceded by braking with varied seatbelt designs using the SAFER Human Body Model	6
An ALNS-based approach for the traffic-police-routine-patrol-vehicle assignment problem in resource allocation analysis of traffic crashes	6
Using anthropometry-based scaling to predict responses across sex in reclined frontal impact sled tests	6
Driving after marijuana use among U.S. adolescents: Prevalence profiles and related behaviors	6
Risk factors associated with the increase of injury severity of powered two wheelers road accidents victims in Portugal	6
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	6
Coronavirus lockdown: Excessive alcohol consumption and illicit substance use in DUI subjects	6
Effect of various restraint configurations on submarining occurrence across varied seat configurations in autonomous driving system environment	6
Analysis of factors influencing aggressive driver behavior and crash involvement	6
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	6
Texting, talking, trawling and tunes: Risk perceptions, phone dependence and different types of phone use while driving behaviors	6
Speeding behavior and associated factors in Buenos Aires, Argentina	6
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	6
Mixed logit approach to analyzing pedestrian injury severity in pedestrian-vehicle crashes in North Carolina: Considering time-of-day and day-of-week	6
Performance of a novel head neck support system in nearside and farside impacts	6
Investigation of pre-crash avoidance kinematics in pedestrians of different ages through volunteer experiment and scaling methodology	6
Can emergency avoidance behavior reduce injuries to electric two-wheeler riders in vehicle collisions?	6
A method for evaluating the safety of freeway tunnel sections based on driving comfort - a naturalistic driving study	6
Increasing seat belt use in the United States by promoting and requiring more effective seat belt reminder systems	6
Assessing the effect of automated speed enforcement and comprehensive measures on road safety in Rwanda	6
The influence of seated postures and anthropometry on lap belt fit in vehicle occupants: A 3D computed tomography study	6
The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics	5
Breadth of use of The Abbreviated Injury Scale in The National Trauma Data Bank bank	5
Classifying crash causation patterns in 2-vehicle collisions between autonomous and conventional vehicles	5
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	5
The characteristics of e-scooter accidents reported by police in Türkiye	5
Acceptability of virtual restraint fitting to extend the reach of child restraint fitting services: A pilot randomized controlled trial	5
Effects of restraint parameters using PIPER 6y in reclined seating during frontal impact	5
Characterizing neck and spinal response in booster seated reclined children in frontal impacts	5
Effects of delineation signs on driving behavior in expressway tunnel curves	5
Salesperson knowledge of teen-specific vehicle safety features	5
An analysis of the novice motorcyclist crashes in Taiwan	5
Comparisons of head injury risk prediction methods to field data in far-side impacts	5
Investigation of factors influencing submarining mitigation with child booster seats	5
Research on the impact of the locations of luminaire failure on traffic safety in highway tunnels	5
Pedestrians’ unsafe road-crossing behaviors in Iran: An observational-based study in West Azerbaijan	5
The urban structure and pedestrian injuries: A typological analysis of pedestrian crashes in the city of Hermosillo, Mexico	5
Bridging the gap: Mechanistic-based cyclist injury risk curves using two decades of crash data	5
Silent failure detection in partial automation as a function of visual attentiveness	5
Time and temperature sensitivity of the hybrid III lumbar spine	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 response of Military Lower Extremity and Hybrid III leg using the Hybrid III and EuroSID-2 ATD in vertical loading impacts	5
A survey on knowledge and perceptions of advanced driver assistance systems in Massachusetts drivers	5
Road traffic crash data in Southwestern Nigeria: a qualitative analysis of sources, contents and management methods	5
Influence of certification in the impact response of motorcycle helmets: A multicountry study	5
Seasonal variation in North American level crossing crash rates is due to weather, not day length	5
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	5
Prediction of traffic accident risk based on vehicle trajectory data	5
Non-fatal traffic crashes among food delivery riders in Vietnam: What is the problem?	5
The effect of a braking maneuver on the occupant’s kinematics of a highly reclined seating position in a frontal crash	5
History of NHTSA’s upgrade of FMVSS 208 addressing airbag induced fatalities and serious injuries	5
Research on the relationship between drivers’ fixation behavior and road cognitive efficiency in curved tunnel environments	5
Methodology for determining maximum injury potential for automated driving system evaluation	5
Investigation of tissue level tolerance for cerebral contusion in a controlled cortical impact porcine 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
Development and validation of a set of wheelchair finite element models in frontal, side, and rear impact conditions	4
Belt-induced abdominal injuries in recent frontal impact CIREN cases	4
Developing an aluminum honeycomb barrier to represent a striking SUV in a side impact crash test	4
Quantitative characterization of AEB pulses across the modern fleet	4
Emergency services response to eCall System alerts: Observations from 2016–2022 in the National Fire and Rescue System	4
Evaluating the effectiveness of safety countermeasures at highway–railway grade crossing based on a machine learning framework	4
Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis	4
Is it safe to control the car pedal with the lower limb of the unaffected side in patients with stroke?	4
A study into the nature and extent of polydrug use in driving recidivism behavior	4
Adult golf cart injuries: A rising hazard off the course	4
Investigating the influence of eye-catching effect on mental workload in highway tunnel entrances: a comprehensive analysis of eye blink behavior	4
Application of complex neck loads to human spine at the occipital condyle joint: Implications for nonstandard postures for automated vehicles	4
Protective effect of helmet use on mortality in bicycle crashes: A matched case-control study	4
Design, development, and evaluation of a multi-lingual web-based database for informing people regarding driving-impairing medicines	4
The effects of vehicle color and travel direction on perceived speed error varies by judgment type among older pedestrians	4
Subcutaneous adipose tissue thickness around the ASIS area for human body models in reclined positions	4
Investigating and modeling motorcycle crash rates at urban unsignalized intersections in India	4
Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors	4
Behind the wheel: Probing into personality, skills, and driving behavior’s role in bus rapid transit crashes	4
Correction	4
Comparative analysis of injury identification using KABCO and ISS in linked North Carolina trauma registry and crash data	4
Analysis of dynamic determinants of vehicles involved in crash affecting severity based on in-depth crash data	4

Motorcycle curve assist: A novel approach based on active speed control for crash injury reduction	4
Sex differences and driving impairment related to psychoactive substances	4
The use of prescription medication and other drugs by New Zealand drivers with illegal blood alcohol levels	4
Is there a difference in crash self-reports between electric and conventional motorcycles in Vietnam?	4
How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention	4
Injuries related to electric scooter and bicycle use in a Washington, DC, emergency department	4
Are state minimum jail laws associated with less frequent drunk-driving?	4
Restraint use and severe injury patterns among pediatric passengers in motor vehicle crashes: Exploring the utility of linked health data and implications of database selection	4
Assessing the prevailing driver seatbelt compliance at Madina Zongo junction in Accra, Ghana: An observational study	4
An evaluation of front seat distance from rear facing child restraint systems in prevention of injury in frontal crash tests	4
Risk factors associated with driving after marijuana use among West Virginia college students during the COVID-19 pandemic	4
U.S. vehicle occupancy trends relevant to future automated vehicles and mobility services	4
Prediction of rear-seat belt use: Application of extended theory of planned behavior	4
Effect of Class I–III obesity on driver seat belt fit	4
Riding with an impaired driver and driving while impaired among adolescents: Longitudinal trajectories and their characteristics	4
Confronting mobile phone signal coverage and helicopter emergency medical service travel time: A geospatial analysis in the northwest macro-region of Paraná State, Brazil	4
Understanding clinician strategies for discussing driving fitness with patients: An initiative to improve provider-patient discussions about safe driving	3
Mechanisms and risk factors associated with spinal cord injury, facet fracture, and level of dislocation, in occupants with cervical spine dislocations sustained in motor vehicle crashes	3
Predicting and factor analysis of rider injury severity in two-wheeled motorcycle and vehicle crash accidents based on an interpretable machine learning framework	3
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	3
Effects of risky bus driving behaviors on motorcyclists’ and car drivers’ traffic safety perceptions in mixed traffic flow	3
When driving becomes risky: Micro-scale variants of the lane-changing maneuver in highway traffic	3
A systematic review and meta-analysis of the impact of curbs on crash outcomes	3
Head injuries related to bicycle collisions and helmet use – an observational study	3
Left-turn crashes and motorcycle safety	3
The effect of visually significant dermatochalasis and blepharoptosis on driving safety	3
Road safety situation of electric bike riders: A cross-sectional study in courier and take-out food delivery population	3
Interdependence of driver and pedestrian behavior in naturalistic roadway negotiations	3
Benchmarks for retrospective automated driving system crash rate analysis using police-reported crash data	3
Driving after substance use in Rhode Island adolescents: A cross-sectional analysis of surveillance data	3
Reliability analysis of motorcycle crash severity outcomes: Consideration of model selection uncertainty	3
Evaluation of eye-catching effect in highway tunnel entrance area based on saccade behavior	3
Factors contributing to the severity of motorcycle rear-end crashes in Thailand	3
Driver behavior and mental workload for takeover safety in automated driving: ACT-R prediction modeling approach	3
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	3
On the evaluation of visual nudges to promote safe cycling: Can we encourage lower speeds at intersections?	3
Do ridesharing transportation services alleviate traffic crashes? A time series analysis	3
Cannabis presentations to the emergency department after MVC in the era of legalization for recreational use	3
Rib and sternum fracture risks for restrained occupants in frontal car crashes	3
A pilot analysis of crash severity of electric passenger cars in Spain (2016–2020)	3
Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	3
Mechanisms of cervical spine injury and coupling response with initial head rotated posture – implications for AIS coding	3
User perceptions of automated Truck-Mounted attenuators: Implications on work zone safety	3
A new lane change index for lane change conflicts at weaving segments	3
Study on driver’s active emergency response in dangerous traffic scenes based on driving simulator	3
Influence of retractor and anchor pretensioning on dummy responses in 40 km/h rear sled tests	3
Adaptive autonomous emergency braking model based on weather conditions	3
Impact of rule-violating behaviors on the risk of bus drivers being at-fault in crashes	3
Distracted pedestrian behavior: An observational study of risk by situational environments	3
Address inputting while driving: a comparison of four alternative text input methods on in-vehicle navigation displays usability and driver distraction	3
Analysis of profitability of Pay-As-You-Speed scheme	3
A naturalistic study of passenger seating position, posture, and restraint use in second-row seats	3
Do factors associated with older pedestrian crash severity differ? A causal factor analysis based on exposure level of pedestrians	3
A safety score for the assessment of driving style	3
Investigating self-regulation in young adults who drug-drive	3
Evaluation of mechanism of injury criteria for field triage of occupants involved in motor vehicle collisions	2
An examination of how alcohol enforcement strategies by sheriff and police agencies are associated with alcohol-impaired-driving fatal traffic crashes	2
Characteristics of injuries related to traffic crashes in Israel before and during the COVID-19 pandemic	2
Digital driving data can track driving exposure and quality of life in Parkinson’s disease	2
Traffic conflict analysis in continuous confluence area of cross-river bridge driven by vehicle trajectory data	2
Using machine learning techniques to characterize sleep-deprived driving behavior	2
A predictive model to analyze the factors affecting the presence of serious chest injury in the occupants on motor vehicle crashes: Logistic regression approach	2
Inattentional blindness to unexpected hazard in augmented reality head-up display assisted driving: The impact of the relative position between stimulus and augmented graph	2
Fetal deaths and maternal injury in motor-vehicle crashes using NASS-CDS and CISS field data	2
Pediatric vehicular heatstroke: An analysis of 296 cases from the National Fatality Review Case Reporting System	2
A study on lane-changing risk evolution of vehicle group based on potential field model in the freeway tunnel approach section	2
Validated numerical unrestrained occupant-seat crash scenarios for high-speed trains integrating experimental, computational, and inverse methods	2
Perceived effects of cannabis and changes in driving performance under the influence of cannabis	2
Speeding behavior while using adaptive cruise control and lane centering in free flow traffic	2
Carsim-based simulation study on the performances of raised speed deceleration facilities under different profiles	2
Dynamic metrics to differentiate booster performance	2
Support for legislative, technological, and organizational strategies to reduce cellphone use while driving: Psychological predictors and influences of language	2
Real-world crash configurations and traffic violations among newly licensed young drivers with different route familiarity levels	2
Demographic characteristics and trends of cell phone use while driving citations in selected states in the United States, 2010–2020	2
Study of the necessity of a speed monitoring display at the returning chicane on a freeway bypass	2
Differences in participant characteristics and observed child restraint use between population-based and restraint fitting service samples	2
How do different ambient temperatures and vehicle speeds affect the cognitive performance of male drivers? Evidence from ERP	2
Investigating the severity of non-urban road traffic accidents in typical regions of Sichuan and Guizhou, China	2
Fatalities in Swedish fire-related car crashes from a toxicologic perspective	2
A cross-sectional study of the prevalence of medical conditions as contributors to road crashes in South Australia	2
Aberrant driving behaviors as mediators in the relationship between driving anger patterns and crashes among taxi drivers: An investigation in a complex cultural context	2
Effect of body size and enhanced helmet systems on risk for motorsport drivers	2
Alcohol-impaired driving enforcement priorities and strategies in a nationwide sample of U.S. law enforcement agencies	2
Associations of cannabis use with motor vehicle crashes and traffic stops among older drivers: AAA LongROAD study	2
Evaluating helmet-wearing of single-vehicle overspeeding motorcycle crashes: Insights from temporal instability in parsimonious pooled framework	2
Factors influencing drink driving intention among motorcyclists in Vietnam	2
Predictors of parents’ use of child restraint systems: Evidence from China	2
Ease of Use ratings and real-world child restraint system errors from Safe Kids Illinois seat checks, 2015–2019	2
Maintenance mechanisms of child restraint system use based on the health action process approach theory: Evidence from China	2
Evaluation of harmful drinking among professional drivers by direct ethanol biomarkers and its relation with psychological distress	2
Road traffic injuries and substance use in Latin America: A systematic review	2
Addressing the association between driving with an expired vehicle inspection certificate and injury severity after a crash	2
Enhancing the Standardized Field Sobriety Test to detect cannabis impairment: An observational study	2
A study on the optimal safety speed and warning sign distance for highways in windy and sandy environments based on driving behavior	2
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	2