Traffic Injury Prevention

Article	Citations
Looking back in the rearview: Insights into Queensland’s rear-end crashes	34
Prevalence of alcohol and drugs among drivers killed in road traffic crashes in Norway during 2011–2020	30
Identifying modifiable factors related to novice adolescent driver fault in motor vehicle collisions	30
A price-performance analysis of the protective capabilities of wholesale bicycle helmets	23
Change in the collision avoidance performance of autonomous emergency braking systems	20
An XGBoost approach to detect driver visual distraction based on vehicle dynamics	17
Risk to workers or vehicle damage: What makes drivers slow down in work zones?	17
Profiling fatal and serious injury crashes in South Australia according to the Swedish transport administration model	17
Modeling faults among mountainous highway fatal crash-involved drivers with different route familiarity levels	16
Modeling the influence of 0.03%, 0.05% and 0.08% blood alcohol concentrations on lane positioning and steering control of Indian drivers	16
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	15
Alcohol and drug use among road users involved in fatal crashes in Norway	15
Mitigating fuel tank syndrome pelvic injuries – is there potential for rider worn protectors?	15
Postural analysis of side impact WorldSID 50th ATD in highly reclined seats	15
An overview of tram tracks related cycling injuries in Ghent, Belgium	15
Traffic safety comprehensive evaluation of urban tunnel visual guiding system based on extension matter-element model: a case study in tunnel curves	14
Two cases of driver death caused by airbag rupture	14
Injury crashes and the relationship with disease causing excessive daytime sleepiness	14
Comparison of corridor-level fatal and injury crash models with site-level models for network screening purposes on Florida urban and suburban divided arterials	14
Speed-securing measures on rural roads in Sweden: An observational study	14
The effect of guardrail color on driver behavior based on driving style along mountain curves	14
Injury patterns in motor vehicle collision–youth pedestrian deaths	14
Assessing injury risks of reclined occupants in a frontal crash preceded by braking with varied seatbelt designs using the SAFER Human Body Model	13
Can emergency avoidance behavior reduce injuries to electric two-wheeler riders in vehicle collisions?	13
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

The incidence burden of unreported pedestrian crashes in Illinois	13
A method for evaluating the safety of freeway tunnel sections based on driving comfort - a naturalistic driving study	12
The drink and drug driving behaviours of young Queensland drivers and attitudes toward apprehension	12
Drunk driving policies and breath test refusal in Taiwan	12
Reversing accidents involving pedestrians: an epidemiological investigation and cluster analysis using a novel database derived from Swedish National Register data	12
A comparison between bridge-related and non-bridge crashes: severity, vehicle involvement, and motorists’ characteristics	11
Research on traffic accident prediction of expressway tunnel based on B-NB model	11
Predicting pedestrian-vehicle interaction severity at unsignalized intersections	11
Semi-supervised lane detection for continuous traffic scenes	11
Evaluating the effects of the route guidance variable message signs on driving behaviors—a driving simulation study	10
The influence of seated postures and anthropometry on lap belt fit in vehicle occupants: A 3D computed tomography study	10
Assessment of senior drivers’ internal state in the event of simulated unexpected vehicle motion based on near-infrared spectroscopy	10
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	10
Study on the influence of seating orientation during frontal impacts by child occupant human body model response analysis	10
Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving	10
Evaluation of an education intervention for Australian health practitioners to support people with dementia with driving decisions: A pretest-posttest survey	10
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	10
Improving identification of crash injuries: Statewide integration of hospital discharge and crash report data	10
Dynamic is optimal: Effect of three alternative auto-complete on the usability of in-vehicle dialing displays and driver distraction	9
Factors influencing injury severity to belted drivers in car crashes in India	9
Binge drinking and alcohol-related symptoms may underlie patterns of dynamic brain oscillations of resource allocation during high-fidelity driving simulation	9
Mixed logit approach to analyzing pedestrian injury severity in pedestrian-vehicle crashes in North Carolina: Considering time-of-day and day-of-week	9
Using training to improve drivers’ knowledge and understanding of advanced driver assistance systems—an experimental study	9
Pilot characterization of head kinematics in grassroots dirt track racing	8
Driver eye glance behavior and performance with camera-based visibility systems versus mirrors	8
Importance of passive muscle, skin, and adipose tissue mechanical properties on head and neck response in rear impacts assessed with a finite element model	8
Comparing alcohol involvement among injured pedalcycle and motorcycle riders across three national public-use datasets	8
Bus passenger injury prevention: Learning from onboard incidents	8
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	8
Evaluating risks, monitoring cannabis use, and planning to get home safely: Exploring self-regulation processes associated with cannabis use and driving	8
The effect of hazard awareness training on teen drivers of varying socioeconomic status	8
Analysis of rear-end crash potential and driver contributing factors based on car-following driving simulation	8
Pediatric electric scooter injuries in the UK: Case series and review of literature	8
Evaluation of lap belt-pelvis load transfer in frontal impact simulations using finite element occupant models	8
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	7
Potential risk of driving performance under combined conditions of taking second-generation antihistamines and attending calls using a hands-free function	7
Identifying community-level disparities in access to driver education and training: Toward a definition of driver training deserts	7
Effect of data censoring on thoracic injury risk curves	7
Delays in blood collection and drug toxicology results among crash-involved drivers arrested for impaired driving	7
An ALNS-based approach for the traffic-police-routine-patrol-vehicle assignment problem in resource allocation analysis of traffic crashes	7
Interactions between rearward-facing child restraint systems and the center console in frontal impact sled tests	7
Comprehensive analysis of traumatic rupture of the aorta in road traffic crashes: incorporating epidemiological insights and K-prototype clustering	7
Modeling drivers’ dilemma at unsignalized T-intersections under mixed traffic conditions: A case study from India	7
Understanding nonuse of mandatory e-scooter helmets	7
Young novice drivers’ road crash injuries and contributing factors: A crash data investigation	7
Efficient injury risk predictions for a diverse population using parametric human modeling and inducing points in Gaussian processes	7
Car accidents and risky driving behaviors among young drivers from the Eastern Province, Saudi Arabia	6
Speeding behavior and associated factors in Buenos Aires, Argentina	6
A positive psychology framework for understanding teenage driving behaviors: Examining the role of life purpose and mindfulness	6
So much nuance: A qualitative analysis of parental perspectives on child passenger safety	6

Driving after marijuana use among U.S. adolescents: Prevalence profiles and related behaviors	6
Using anthropometry-based scaling to predict responses across sex in reclined frontal impact sled tests	6
Effect of various restraint configurations on submarining occurrence across varied seat configurations in autonomous driving system environment	6
IIHS small overlap frontal crash test ratings and real-world driver death risk	6
Orthopedic injuries associated with use of electric scooters in the UK: A dangerous trend? Case series and review of the literature	6
Assessing the effect of automated speed enforcement and comprehensive measures on road safety in Rwanda	6
State alcohol ignition interlock laws and fatal crashes	6
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	6
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	6
A qualitative assessment of individual and social–environmental factors informing decisions to ride with an impaired driver and drive while impaired	6
An omni-directional model of injury risk in planar crashes with application for autonomous vehicles	6
Risk factors associated with the increase of injury severity of powered two wheelers road accidents victims in Portugal	6
Quantifying rider posture variability in powered two- and three-wheelers for safety assessment	6
Body mass index influence on lap belt position and abdominal injury in frontal motor vehicle crashes	6
Increasing seat belt use in the United States by promoting and requiring more effective seat belt reminder systems	6
Texting, talking, trawling and tunes: Risk perceptions, phone dependence and different types of phone use while driving behaviors	6
Cannabis use and reported effects on driving among adults in Iowa	6
Analysis of factors influencing aggressive driver behavior and crash involvement	6
Methodology for determining maximum injury potential for automated driving system evaluation	5
Design, development, and evaluation of a multi-lingual web-based database for informing people regarding driving-impairing medicines	5
Driver behavior and mental workload for takeover safety in automated driving: ACT-R prediction modeling approach	5
Empirical examination of interdependent relationship between usage of seatbelt restraint system and driver-injury severity of single-vehicle crashes in Thailand using a joint econometric analysis	5
Driver yield and safe child pedestrian crossing behavior promotion by a school traffic warden program at primary school crossings: A cluster-randomized trial	5
Road safety situation of electric bike riders: A cross-sectional study in courier and take-out food delivery population	5
Distracted pedestrian behavior: An observational study of risk by situational environments	5
Bridging the gap: Mechanistic-based cyclist injury risk curves using two decades of crash data	5
Crash rates of convertible cars	5
An analysis of the novice motorcyclist crashes in Taiwan	5
Coronavirus lockdown: Excessive alcohol consumption and illicit substance use in DUI subjects	5
Investigation of tissue level tolerance for cerebral contusion in a controlled cortical impact porcine model	5
Do factors associated with older pedestrian crash severity differ? A causal factor analysis based on exposure level of pedestrians	5
History of NHTSA’s upgrade of FMVSS 208 addressing airbag induced fatalities and serious injuries	5
Acceptability of virtual restraint fitting to extend the reach of child restraint fitting services: A pilot randomized controlled trial	5
Salesperson knowledge of teen-specific vehicle safety features	5
The response of Military Lower Extremity and Hybrid III leg using the Hybrid III and EuroSID-2 ATD in vertical loading impacts	5
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	5
Predicting and factor analysis of rider injury severity in two-wheeled motorcycle and vehicle crash accidents based on an interpretable machine learning framework	5
The safety potential of enhanced lateral vehicle positioning	5
A new lane change index for lane change conflicts at weaving segments	5
Time and temperature sensitivity of the hybrid III lumbar spine	5
Benchmarks for retrospective automated driving system crash rate analysis using police-reported crash data	5
Development and validation of a set of wheelchair finite element models in frontal, side, and rear impact conditions	4
Seasonal variation in North American level crossing crash rates is due to weather, not day length	4
Left-turn crashes and motorcycle safety	4
A survey on knowledge and perceptions of advanced driver assistance systems in Massachusetts drivers	4
A pilot analysis of crash severity of electric passenger cars in Spain (2016–2020)	4
Reliability analysis of motorcycle crash severity outcomes: Consideration of model selection uncertainty	4
Characterizing neck and spinal response in booster seated reclined children in frontal impacts	4
Influence of certification in the impact response of motorcycle helmets: A multicountry study	4
Breadth of use of The Abbreviated Injury Scale in The National Trauma Data Bank bank	4
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	4
Pedestrians’ unsafe road-crossing behaviors in Iran: An observational-based study in West Azerbaijan	4
Influence of retractor and anchor pretensioning on dummy responses in 40 km/h rear sled tests	4
Mechanisms of cervical spine injury and coupling response with initial head rotated posture – implications for AIS coding	4
On the evaluation of visual nudges to promote safe cycling: Can we encourage lower speeds at intersections?	4
The effect of a braking maneuver on the occupant’s kinematics of a highly reclined seating position in a frontal crash	4
Comparisons of head injury risk prediction methods to field data in far-side impacts	4
Effects of restraint parameters using PIPER 6y in reclined seating during frontal impact	4
Protective effect of helmet use on mortality in bicycle crashes: A matched case-control study	4
Adaptive autonomous emergency braking model based on weather conditions	4
User perceptions of automated Truck-Mounted attenuators: Implications on work zone safety	4
When driving becomes risky: Micro-scale variants of the lane-changing maneuver in highway traffic	4
A naturalistic study of passenger seating position, posture, and restraint use in second-row seats	4
Effect of ABTS and conventional seats on occupant injury in rear impacts: Analysis of field and test data	4
Effects of risky bus driving behaviors on motorcyclists’ and car drivers’ traffic safety perceptions in mixed traffic flow	4
Silent failure detection in partial automation as a function of visual attentiveness	4
The urban structure and pedestrian injuries: A typological analysis of pedestrian crashes in the city of Hermosillo, Mexico	4
Developing an aluminum honeycomb barrier to represent a striking SUV in a side impact crash test	3
Investigation of pre-crash avoidance kinematics in pedestrians of different ages through volunteer experiment and scaling methodology	3
Rib and sternum fracture risks for restrained occupants in frontal car crashes	3
Risk factors associated with driving after marijuana use among West Virginia college students during the COVID-19 pandemic	3
Evaluation of eye-catching effect in highway tunnel entrance area based on saccade behavior	3
On-the-road driving performance of patients with central disorders of hypersomnolence	3
A systematic review and meta-analysis of the impact of curbs on crash outcomes	3
Prediction of lower extremity injuries in car-pedestrian crashes – real-world accident study	3
Evaluating disparities in child occupant protection using a proportion-eliminated approach to mediation	3
Research on the impact of the locations of luminaire failure on traffic safety in highway tunnels	3
A safety score for the assessment of driving style	3
Analysis of dynamic determinants of vehicles involved in crash affecting severity based on in-depth crash data	3
Motorcycle curve assist: A novel approach based on active speed control for crash injury reduction	3

Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	3
The effects of vehicle color and travel direction on perceived speed error varies by judgment type among older pedestrians	3
Interdependence of driver and pedestrian behavior in naturalistic roadway negotiations	3
Impact of rule-violating behaviors on the risk of bus drivers being at-fault in crashes	3
Assessing the prevailing driver seatbelt compliance at Madina Zongo junction in Accra, Ghana: An observational study	3
Driving after substance use in Rhode Island adolescents: A cross-sectional analysis of surveillance data	3
Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis	3
An evaluation of front seat distance from rear facing child restraint systems in prevention of injury in frontal crash tests	3
Investigating and modeling motorcycle crash rates at urban unsignalized intersections in India	3
Study on driver’s active emergency response in dangerous traffic scenes based on driving simulator	3
Riding with an impaired driver and driving while impaired among adolescents: Longitudinal trajectories and their characteristics	3
Factors contributing to the severity of motorcycle rear-end crashes in Thailand	3
Investigation of factors influencing submarining mitigation with child booster seats	3
Effect of Class I–III obesity on driver seat belt fit	3
Individual and social-environmental factors among young drivers informing decisions to ride with an impaired driver and drive impaired: A sequential mixed methods assessment	3
A study into the nature and extent of polydrug use in driving recidivism behavior	3
Field testing the applicability of motorcycle autonomous emergency braking (MAEB) during pre-crash avoidance maneuver	3
Confronting mobile phone signal coverage and helicopter emergency medical service travel time: A geospatial analysis in the northwest macro-region of Paraná State, Brazil	3
Are state minimum jail laws associated with less frequent drunk-driving?	3
Performance of a novel head neck support system in nearside and farside impacts	3
Investigating the influence of eye-catching effect on mental workload in highway tunnel entrances: a comprehensive analysis of eye blink behavior	3
Emergency services response to eCall System alerts: Observations from 2016–2022 in the National Fire and Rescue System	3
Behind the wheel: Probing into personality, skills, and driving behavior’s role in bus rapid transit crashes	3
Sex differences and driving impairment related to psychoactive substances	3
Evaluating the effectiveness of safety countermeasures at highway–railway grade crossing based on a machine learning framework	3
Prediction of rear-seat belt use: Application of extended theory of planned behavior	3
How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention	3
Adult golf cart injuries: A rising hazard off the course	3
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	3
Classifying crash causation patterns in 2-vehicle collisions between autonomous and conventional vehicles	3
The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics	3
Do ridesharing transportation services alleviate traffic crashes? A time series analysis	3
Investigating self-regulation in young adults who drug-drive	3
Is it safe to control the car pedal with the lower limb of the unaffected side in patients with stroke?	3
Comparative analysis of injury identification using KABCO and ISS in linked North Carolina trauma registry and crash data	3
Address inputting while driving: a comparison of four alternative text input methods on in-vehicle navigation displays usability and driver distraction	3