Traffic Injury Prevention

Article	Citations
Perception and performance: Evaluating driver behavior on horizontal curves at day and night based on optical flow model analysis	34
Speeding behavior and associated factors in Buenos Aires, Argentina	32
Effect of data censoring on thoracic injury risk curves	32
Examining the impacts of road pavement roughness and rutting on traffic safety: A macrolevel analysis	31
Factors associated with child safety seat use in Bangkok Metropolitan Region, Thailand	28
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	27
Drug and polydrug detection in drivers suspected of driving under the influence of an intoxicant in Ireland 2012–2018: a national repeated cross-sectional study	25
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	23
Potential risk of driving performance under combined conditions of taking second-generation antihistamines and attending calls using a hands-free function	22
Assessing injury risks of reclined occupants in a frontal crash preceded by braking with varied seatbelt designs using the SAFER Human Body Model	20
From extraversion to psychopathy: Personality predictors of drink-driving	20
Undercounts stemming from misclassification derived from fatal injuries in traffic crashes in Colombia, 2010 to 2021	17
The effect of guardrail color on driver behavior based on driving style along mountain curves	17
Prediction of urban medical emergencies using machine learning models based on spatial and temporal variables	17
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	16
Speed-securing measures on rural roads in Sweden: An observational study	16
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	16
SHAP-based interpretation of holistic traffic risk causation patterns using high-resolution trajectory data and risk field theory	16
Understanding nonuse of mandatory e-scooter helmets	15
Confronting mobile phone signal coverage and helicopter emergency medical service travel time: A geospatial analysis in the northwest macro-region of Paraná State, Brazil	15
An analysis of the novice motorcyclist crashes in Taiwan	15
The effects of vehicle color and travel direction on perceived speed error varies by judgment type among older pedestrians	15
Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis	15
A survey on knowledge and perceptions of advanced driver assistance systems in Massachusetts drivers	15
Comparative analysis of injury identification using KABCO and ISS in linked North Carolina trauma registry and crash data	15

Distracted pedestrian behavior: An observational study of risk by situational environments	14
Incidence and outcomes of road traffic crashes among commercial motor tricycle drivers in Kumasi, Ghana: A population-based survey	14
Driver risk-level identification incorporating personality traits, demographic characteristics, and driving behaviors	14
The influence of Anthropomorphism, Interactivity, Perceived Green Value, and Social Influence on pedestrian acceptance of fully autonomous vehicles: The mediating effect of Perceived Risk and Perceive	14
Prediction of rear-seat belt use: Application of extended theory of planned behavior	14
Evaluation of eye-catching effect in highway tunnel entrance area based on saccade behavior	13
Visual effects of landscape decoration in the middle section of extra-long tunnel based on driving visual characteristics	13
Classifying crash causation patterns in 2-vehicle collisions between autonomous and conventional vehicles	13
Implications of the positive risk balance on the development of automated driving	12
Rib and sternum fracture risks for restrained occupants in frontal car crashes	12
Learning to drive: Parental attitudes toward introducing teen drivers to advanced driver assistance systems	12
How supplementary sign features can improve traffic safety among motorcyclists? The effect of capitalization and information length on road sign comprehension	12
Exploring contributing factors in single-vehicle truck crashes on rural roads: Accounting for unobserved heterogeneity and role of solar glare	12
Restraint use characteristics among crash-involved child passengers: identifying opportunities to enhance optimal restraint use	12
Assessment of efficacy of drug evaluation and classification program in Florida	12
Scooter accidents in the megacity of Istanbul: An analysis of orthopedic injury trends and characteristics from a level I trauma center	12
Digital driving data can track driving exposure and quality of life in Parkinson’s disease	12
A comparison of licensed driver counts from the Federal Highway Administration and driver licensing agencies in 11 states	11
Maintenance mechanisms of child restraint system use based on the health action process approach theory: Evidence from China	11
Exploring advanced restraint technologies for improving safety equity for rear-seat occupants using diverse human body models	11
Regional strain response of an anatomically accurate nonhuman primate finite element brain model under frontal impact	10
Enhancing the Standardized Field Sobriety Test to detect cannabis impairment: An observational study	10
Study on the stability and reasonable radial values of small passenger cars driving on circular curve sections of highways under the action of wind-sand flows	10
Prescription pattern of driving-impairing psychotropic medications in Tabriz in 2022	10
Compensatory behavior for mental workload induced by freeway destination signs	9
Lane-specific speed analysis in urban work zones with computer vision	9
Identifying the reciprocal causation between hit-and-run behavior and crash injury severity	9
Causality of brain region activation during driver takeover in conditional autonomous driving: a study based on fMRI experiments	9
Characteristics of crash-involved drink and drug car drivers and motorcyclists	9
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study	9
Development of lateral acceleration prediction models and consistency evaluation criteria for horizontal curves with gradient on two lane rural highways	9
Identification of contributing factors and hotspots of pedestrian-vehicle collisions in urban areas: An alternative hybrid method for small cities	9
Multi-sensor driver monitoring for drowsiness prediction	9
Validated numerical unrestrained occupant-seat crash scenarios for high-speed trains integrating experimental, computational, and inverse methods	9
Perceptions matter: speeding behavior varies as a function of increasing perceived exposure to content encouraging the behavior	9
Adaptation of a European categorization system for driving-impairing medicines in Iran	9
Age, sex, sensation-seeking, and road-crossing: How does risk context impact children’s street-crossing?	9
Evaluation and analysis of tunnel lighting service status based on driving safety	8
Existence of connected and autonomous vehicles in mixed traffic: Impacts on safety and environment	8
Enhancing highway Loop Safety Level through proactive risk-based assessment of geometric configuration using lateral acceleration	8
A technological solution to child safety seat errors: Efficacy of the cellular car seat	8
Convenience or safety system? Crash rates of vehicles equipped with partial driving automation	8
Alcohol and driving—How bad is the combination? A meta-analysis	8
Identification of accident-prone segments using APIU: A case study on highway safety analysis in China	8
Strength of an underfloor storage compartment when loaded with a support leg during a frontal crash	8
The effect of reclined seat-back angles on the LODC with and without a belt-positioning booster during far-side lateral-oblique impacts	8
The development and validation of a Japanese hazard perception task	8
Investigating temporal trends in risk factors related to injury severity of crashes with pedestrians in urban areas	8
Investigating crash mechanisms: Occupational factors among traditional and ride-hailing taxi drivers	8
High-risk powered two-wheelers scenarios generation for autonomous vehicle testing using WGAN	8

Observed relationships between driver and passenger restraint use in the front and rear seats	7
Drug prevalence in Canadian driving population	7
A comprehensive evaluation of the frog effect on drivers in mountain highway tunnels – The effect of low-volume intermittent information	7
Uncovering the role of restraint usage in driver ejection: a data mining investigation of fatal and injury crashes	7
Biomechanical effects of a halo orthotic on a pediatric anthropomorphic test device in a simulated frontal motor vehicle collision	7
Basilar, skull and facial fractures in 2nd row occupants by crash type with a focus on side and rear impacts	7
Seat belt tension in child restraint system (CRS) installations with and without belt tensioning and lock-off features	7
Pediatric occupant-to-occupant interaction responses in side impact conditions using Q-dummy and child human body models	7
Database selection matters: A case study in child restraint use and injury patterns using North Carolina motor vehicle traffic crash report and trauma registry data	7
Driving style characteristics based lane-changing intention recognition research for truck drivers near highway ramps	7
Optimizing traffic accident loss predictions in China: Integrating importance indicator screening with the ET model for greater accuracy and stability	7
Socio-demographic and experiential determinants of observed versus self-reported helmet use among motorcyclists in Northern Ghana: A comparative analysis	7
Implementation of the new acts on driving under the influence of alcohol and clinical outcomes for patients severely injured in road traffic crashes	7
Study on the critical rollover conditions of trucks on curved highway segments under sand-accumulated road conditions based on LSTM	7
LSTM-based classification of e-scooter trajectory features for single vs tandem riding detection	7
Effects of forward collision warning and automatic emergency braking on rear-end crashes involving pickup trucks	7
Toward systematic finite element reconstructions of accidents involving vulnerable road users	7
Association between on-road driving performance test and usual walking speed or sustainable attention in the elderly; Preliminary survey	7
Drunk driving has a speeding problem	7
Predicting head impact conditions in vehicle-to-pedestrian impacts through computational human modeling	7
Assessing the impact of cannabis use on freeway driving performance and practices: A comparative analysis with placebo and alcohol-influenced driving	6
Effects of kratom on driving: Results from a cross-sectional survey, ecological momentary assessment, and pilot simulated driving Study	6
Helmet feature preferences and willingness to pay among iranian motorcyclists: A discrete choice experiment	6
Predicting distal tibia fracture type using demographic, vehicle, and crash factors via a random forest classification algorithm	6
A positive psychology framework for understanding teenage driving behaviors: Examining the role of life purpose and mindfulness	6
Risky driving behaviors at school drop-off across Canadian municipalities: Findings from the Child Active Transportation Safety and the Environment (CHASE) study	6
Optimizing abbreviated injury scale severity using neural networks to enhance the predictive performance of injury severity scores	6
Binge drinking and alcohol-related symptoms may underlie patterns of dynamic brain oscillations of resource allocation during high-fidelity driving simulation	6
Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving	6
Age-related differences in takeover performance: A comparative analysis of older and younger drivers in prolonged partially automated driving	6
NHTSA crash investigation sampling system (CISS) is unreliable, inaccurate and does not estimate serious injury in motor vehicle crashes	6
How does attention deficit hyperactivity disorder affect children’s road-crossing? A case-control study	6
Can emergency avoidance behavior reduce injuries to electric two-wheeler riders in vehicle collisions?	6
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	6
NASS-CDS national estimates of fatalities do not match FARS census	6
Increasing seat belt use in the United States by promoting and requiring more effective seat belt reminder systems	6
Study on the influence of seating orientation during frontal impacts by child occupant human body model response analysis	6
The incidence burden of unreported pedestrian crashes in Illinois	6
Trends in road traffic injury mortality and age-period-cohort analysis among children and adolescents in China and globally	6
Are front crash prevention systems less effective at preventing rear-end crashes where trucks and motorcycles are struck?	6
Investigating mental workload caused by NDRTs in highly automated driving with deep learning	6
Intention of the utilization of rearview mirrors: integrating TPB and TTF models to explore factors among Chinese electric bike users	6
Systematic review of interventions to increase the visibility of pedestrians to prevent injuries caused by traffic accidents	6
Research on nighttime road visibility monitoring based on video images	6
Driver eye glance behavior and performance with camera-based visibility systems versus mirrors	6
Using training to improve drivers’ knowledge and understanding of advanced driver assistance systems—an experimental study	6
Patterns of substance use among non-offender drivers: Associations with demographics, aberrant driving behaviors, and near-collisions	5
Individual and social-environmental factors among young drivers informing decisions to ride with an impaired driver and drive impaired: A sequential mixed methods assessment	5
Texting, talking, trawling and tunes: Risk perceptions, phone dependence and different types of phone use while driving behaviors	5
Examining the effects of music on visual attention and driving behaviors in male and female adolescents	5
Factors influencing injury severity to belted drivers in car crashes in India	5
Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	5
Research on drivers’ color preference for alert zones in extra long tunnels and its effect on fatigue relief	5
Motorcycle curve assist: A novel approach based on active speed control for crash injury reduction	5
Hybrid III dummy lumbar spine responses under vertical impact loading	5
Comparison of injuries among motorcycle, moped and bicycle traffic accident victims	5
The impact of ride-hailing services on road traffic accidents in China: Focused on the moderating effect of ride-hailing regulatory policy	5
Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors	5
Road traffic crash data in Southwestern Nigeria: a qualitative analysis of sources, contents and management methods	5
How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention	5
Analysis of factors contributing to severity of AV crashes at intersections: Insights from the Autonomous Vehicle Operation Incident Dataset Across The Globe (AVOID)	5
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	5
Longitudinal assessment of post-concussion driving reaction time	5
Research on the impact of the locations of luminaire failure on traffic safety in highway tunnels	5
Non-fatal traffic crashes among food delivery riders in Vietnam: What is the problem?	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
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
Comparisons of head injury risk prediction methods to field data in far-side impacts	5
When driving becomes risky: Micro-scale variants of the lane-changing maneuver in highway traffic	5
Breadth of use of The Abbreviated Injury Scale in The National Trauma Data Bank bank	5
Crash data availability and best practices across the United States	5
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	5
Differences in gaze behavior between driving instructors and older adults during viewing of virtual reality driving videos	5
A study into the nature and extent of polydrug use in driving recidivism behavior	5
The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics	5
Motorcycle riders and pillion passengers injury patterns and in-hospital outcomes based on the National Trauma Registry of Iran	5
Effects of confidence level and hazard type on the visual search patterns and hazard response times of young drivers	5
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	5
Repositioning forward-leaning booster-seated child occupants in frontal-oblique low-acceleration impacts	5
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	5

Bridging the gap: Mechanistic-based cyclist injury risk curves using two decades of crash data	5
Summary of influences that led to introduction of frontal airbags on US passenger vehicles	4
Differential analysis of factors influencing motorcycle single-vehicle crash severity on roadway segments and intersections	4
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks	4
Impact of sidewall information on drivers’ visual load among different lanes: Traditional guiding facilities and decorated pattern	4
Traumatic spinal injury patterns of on vs. off-road motorcycle crashes	4
The ideal vulnerable road user – a study of parameters affecting VRU detection	4
Real-time driver alerts to improve CMV safety in California work zones: a naturalistic study	4
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types	4
Assessment of drivers’ visual search patterns and cognitive load during driving in curved tunnels	4
A study on brake-accelerator reaction times in elderly patients after artificial knee joint and hip joint replacement surgery	4
Response of small female and midsize male models with active musculature in pre-crash maneuvers and low-speed impacts	4
Carsim-based simulation study on the performances of raised speed deceleration facilities under different profiles	4
Coupling mechanism of nighttime lighting glare and driver cognitive load based on visual-physiological parameters	4
Fetal deaths and maternal injury in motor-vehicle crashes using NASS-CDS and CISS field data	4
Effects of seatback angle, seat rotation, and impact speed on injury risk of occupants in highly automated vehicles in frontal crashes	4
Beliefs and knowledge about road safety education among kindergarten principals and teachers in Argentina: a qualitative study	4
Applying the heteroskedastic ordered probit model on injury severity for improved age and gender estimation	4
Characteristics of suicide-related crashes and their potential interventions: A literature review	4
Plugged in, tuned out: How earbuds on roads are becoming a silent menace	4
Methods for assessing submarining occurrence in PMHS frontal sled tests: Exploring potential indicators	4
Vehicle blind zones and pedestrian safety at intersections: identifying high-risk scenarios using mathematical simulations	4
Interaction between multiple convertible child restraint systems and pediatric occupants in oblique impacts	4
Effects of a color gradient and emoji in AR-HUD warning interfaces in autonomous vehicles on takeover performance and driver emotions	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
Self-reported impacts of recreational and medicinal cannabis use on driving ability and amount of wait time before driving	4
A current assessment of the THOR 50M in rear impacts	4
Assessment of the knowledge, attitude, and practices of motorcyclists regarding helmet use in Chennai, Tamil Nadu, India	4
Optimization of colored pavement considering driving behavior and psychological characteristics under dynamic low-visibility conditions related to fog—a driving simulator study	4
Relationship with sex-based anatomical differences to lower extremity injury severity in frontal crashes	4
Prevalence and predictors of driving under the influence of alcohol in Switzerland: A mandatory roadside survey	4
Community narratives on Facebook regarding mobile phone use while driving and road policing technologies	4
Spatial analysis of road traffic crashes and user based assessment of road safety: A case study of Rotterdam	4
Inspiration in human reasoning logic: Automating the inference and analysis of traffic accident information via macro-micro integration	4
Multifactor analysis of cost of injury using classification and regression trees	4
A novel method for the automated simulation of various vehicle collisions to estimate crash severity	4
Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model	4
Bus rapid transit as arterial corridor traffic calming: The relationship between transit infrastructure and motor vehicle operating speeds	4
Predictors of parents’ use of child restraint systems: Evidence from China	4
Belt fit for children in vehicle seats with and without belt-positioning boosters	4
Demographic adjustments to driver death rates by vehicle type and size	4