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
Effect of data censoring on thoracic injury risk curves	32
Speeding behavior and associated factors in Buenos Aires, Argentina	32
Examining the impacts of road pavement roughness and rutting on traffic safety: A macrolevel analysis	29
Factors associated with child safety seat use in Bangkok Metropolitan Region, Thailand	28
Distraction impairs drivers of all ages: A cross-sectional analysis of fatal crashes in the United States	25
Speed-securing measures on rural roads in Sweden: An observational study	24
From extraversion to psychopathy: Personality predictors of drink-driving	22
Undercounts stemming from misclassification derived from fatal injuries in traffic crashes in Colombia, 2010 to 2021	21
Prediction of urban medical emergencies using machine learning models based on spatial and temporal variables	20
The effect of guardrail color on driver behavior based on driving style along mountain curves	19
SHAP-based interpretation of holistic traffic risk causation patterns using high-resolution trajectory data and risk field theory	18
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	17
Taxi drivers’ traffic violations detection using random forest algorithm: A case study in China	17
Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm	17
Effect of axial compression on stiffness and deformation of human lumbar spine in flexion-extension	16
Understanding nonuse of mandatory e-scooter helmets	16
Potential risk of driving performance under combined conditions of taking second-generation antihistamines and attending calls using a hands-free function	16
Assessing injury risks of reclined occupants in a frontal crash preceded by braking with varied seatbelt designs using the SAFER Human Body Model	16
Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis	15
The effects of vehicle color and travel direction on perceived speed error varies by judgment type among older pedestrians	15
Visual effects of landscape decoration in the middle section of extra-long tunnel based on driving visual characteristics	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
Evaluation of eye-catching effect in highway tunnel entrance area based on saccade behavior	15
A survey on knowledge and perceptions of advanced driver assistance systems in Massachusetts drivers	15

An analysis of the novice motorcyclist crashes in Taiwan	14
Driver risk-level identification incorporating personality traits, demographic characteristics, and driving behaviors	14
Classifying crash causation patterns in 2-vehicle collisions between autonomous and conventional vehicles	14
Prediction of rear-seat belt use: Application of extended theory of planned behavior	14
Incidence and outcomes of road traffic crashes among commercial motor tricycle drivers in Kumasi, Ghana: A population-based survey	14
Comparative analysis of injury identification using KABCO and ISS in linked North Carolina trauma registry and crash data	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
Distracted pedestrian behavior: An observational study of risk by situational environments	14
Scooter accidents in the megacity of Istanbul: An analysis of orthopedic injury trends and characteristics from a level I trauma center	13
Rib and sternum fracture risks for restrained occupants in frontal car crashes	13
Digital driving data can track driving exposure and quality of life in Parkinson’s disease	12
Implications of the positive risk balance on the development of automated driving	12
Maintenance mechanisms of child restraint system use based on the health action process approach theory: Evidence from China	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
A comparison of licensed driver counts from the Federal Highway Administration and driver licensing agencies in 11 states	11
Prescription pattern of driving-impairing psychotropic medications in Tabriz in 2022	11
Characteristics of crash-involved drink and drug car drivers and motorcyclists	11
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	11
Regional strain response of an anatomically accurate nonhuman primate finite element brain model under frontal impact	11
Enhancing the Standardized Field Sobriety Test to detect cannabis impairment: An observational study	10
Characteristics of crashes and injuries on delivery motorcycles: A retrospective cohort study	10
Compensatory behavior for mental workload induced by freeway destination signs	10
Exploring advanced restraint technologies for improving safety equity for rear-seat occupants using diverse human body models	10
Validated numerical unrestrained occupant-seat crash scenarios for high-speed trains integrating experimental, computational, and inverse methods	9
Lane-specific speed analysis in urban work zones with computer vision	9
Identification of contributing factors and hotspots of pedestrian-vehicle collisions in urban areas: An alternative hybrid method for small cities	9
Convenience or safety system? Crash rates of vehicles equipped with partial driving automation	9
Age, sex, sensation-seeking, and road-crossing: How does risk context impact children’s street-crossing?	9
Investigating crash mechanisms: Occupational factors among traditional and ride-hailing taxi drivers	9
Development of lateral acceleration prediction models and consistency evaluation criteria for horizontal curves with gradient on two lane rural highways	9
Causality of brain region activation during driver takeover in conditional autonomous driving: a study based on fMRI experiments	9
High-risk powered two-wheelers scenarios generation for autonomous vehicle testing using WGAN	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
A technological solution to child safety seat errors: Efficacy of the cellular car seat	9
Evaluation and analysis of tunnel lighting service status based on driving safety	9
Predicting head impact conditions in vehicle-to-pedestrian impacts through computational human modeling	8
Multi-sensor driver monitoring for drowsiness prediction	8
The development and validation of a Japanese hazard perception task	8
Basilar, skull and facial fractures in 2nd row occupants by crash type with a focus on side and rear impacts	8
Rotating convertible child restraint systems and their potential effect on correct use in rear-facing mode	8
Identifying the reciprocal causation between hit-and-run behavior and crash injury severity	8
Joint assessment of casualty scale and injury severity in single-vehicle crashes with passenger injuries: A heterogeneity approach considering comprehensive severity	8
Enhancing highway Loop Safety Level through proactive risk-based assessment of geometric configuration using lateral acceleration	8
Implementation of the new acts on driving under the influence of alcohol and clinical outcomes for patients severely injured in road traffic crashes	8
Investigating temporal trends in risk factors related to injury severity of crashes with pedestrians in urban areas	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
Identification of accident-prone segments using APIU: A case study on highway safety analysis in China	8
Observed relationships between driver and passenger restraint use in the front and rear seats	7
Drug prevalence in Canadian driving population	7
How does attention deficit hyperactivity disorder affect children’s road-crossing? A case-control study	7
Existence of connected and autonomous vehicles in mixed traffic: Impacts on safety and environment	7
Investigating mental workload caused by NDRTs in highly automated driving with deep learning	7
Socio-demographic and experiential determinants of observed versus self-reported helmet use among motorcyclists in Northern Ghana: A comparative analysis	7
Biomechanical effects of a halo orthotic on a pediatric anthropomorphic test device in a simulated frontal motor vehicle collision	7
Predicting distal tibia fracture type using demographic, vehicle, and crash factors via a random forest classification algorithm	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
Effects of forward collision warning and automatic emergency braking on rear-end crashes involving pickup trucks	7
Evaluating submarining in female human body models: Predicting occurrence and timing through biomechanics and restraint metrics	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
Helmet feature preferences and willingness to pay among iranian motorcyclists: A discrete choice experiment	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
Study on the critical rollover conditions of trucks on curved highway segments under sand-accumulated road conditions based on LSTM	7
Alcohol and driving—How bad is the combination? A meta-analysis	7
Driving style characteristics based lane-changing intention recognition research for truck drivers near highway ramps	7
LSTM-based classification of e-scooter trajectory features for single vs tandem riding detection	7
NHTSA crash investigation sampling system (CISS) is unreliable, inaccurate and does not estimate serious injury in motor vehicle crashes	7
A comprehensive evaluation of the frog effect on drivers in mountain highway tunnels – The effect of low-volume intermittent information	7
Drunk driving has a speeding problem	7
Optimizing traffic accident loss predictions in China: Integrating importance indicator screening with the ET model for greater accuracy and stability	7
Consumer usability of flexible vs. rigid lower anchor hardware in infant child restraint system (CRS) installations	6
Driver eye glance behavior and performance with camera-based visibility systems versus mirrors	6
Intention of the utilization of rearview mirrors: integrating TPB and TTF models to explore factors among Chinese electric bike users	6
Risky driving behaviors at school drop-off across Canadian municipalities: Findings from the Child Active Transportation Safety and the Environment (CHASE) study	6
Uncovering the role of restraint usage in driver ejection: a data mining investigation of fatal and injury crashes	6
Are front crash prevention systems less effective at preventing rear-end crashes where trucks and motorcycles are struck?	6
Binge drinking and alcohol-related symptoms may underlie patterns of dynamic brain oscillations of resource allocation during high-fidelity driving simulation	6
Analysis of factors contributing to severity of AV crashes at intersections: Insights from the Autonomous Vehicle Operation Incident Dataset Across The Globe (AVOID)	6
Examining the effects of music on visual attention and driving behaviors in male and female adolescents	6
The incidence burden of unreported pedestrian crashes in Illinois	6
Gradient illumination scheme design at the highway intersection entrance considering driver’s light adaption	6
Driver behaviors assisted by different human machine interfaces to avoid rear-end collisions during level 2 automated driving	6
Can emergency avoidance behavior reduce injuries to electric two-wheeler riders in vehicle collisions?	6
Assessing the impact of cannabis use on freeway driving performance and practices: A comparative analysis with placebo and alcohol-influenced driving	6
Study on the influence of seating orientation during frontal impacts by child occupant human body model response analysis	6
Using training to improve drivers’ knowledge and understanding of advanced driver assistance systems—an experimental study	6
Analysis of head injury risk in vehicle to pedestrian collisions using a large-scale simulation dataset	6
An exploratory study of pedestrian crossing speeds at midblock crossing in India using LiDAR	6
Research on nighttime road visibility monitoring based on video images	6
Optimizing abbreviated injury scale severity using neural networks to enhance the predictive performance of injury severity scores	6
Systematic review of interventions to increase the visibility of pedestrians to prevent injuries caused by traffic accidents	6
Effects of kratom on driving: Results from a cross-sectional survey, ecological momentary assessment, and pilot simulated driving Study	6
Trends in road traffic injury mortality and age-period-cohort analysis among children and adolescents in China and globally	6
Age-related differences in takeover performance: A comparative analysis of older and younger drivers in prolonged partially automated driving	6
Increasing seat belt use in the United States by promoting and requiring more effective seat belt reminder systems	6
Differences in gaze behavior between driving instructors and older adults during viewing of virtual reality driving videos	6
NASS-CDS national estimates of fatalities do not match FARS census	6
Hybrid III dummy lumbar spine responses under vertical impact loading	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
Motorcycle curve assist: A novel approach based on active speed control for crash injury reduction	5
Comparisons of head injury risk prediction methods to field data in far-side impacts	5
Longitudinal assessment of post-concussion driving reaction time	5
Road traffic crash data in Southwestern Nigeria: a qualitative analysis of sources, contents and management methods	5
When driving becomes risky: Micro-scale variants of the lane-changing maneuver in highway traffic	5
Determinants of following distance and fatality risk in motorcycle rear-end collisions in Thailand	5
Texting, talking, trawling and tunes: Risk perceptions, phone dependence and different types of phone use while driving behaviors	5
Crash data availability and best practices across the United States	5
Relationship with sex-based anatomical differences to lower extremity injury severity in frontal crashes	5
Motorcycle riders and pillion passengers injury patterns and in-hospital outcomes based on the National Trauma Registry of Iran	5
Fetal deaths and maternal injury in motor-vehicle crashes using NASS-CDS and CISS field data	5
A study into the nature and extent of polydrug use in driving recidivism behavior	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
Bridging the gap: Mechanistic-based cyclist injury risk curves using two decades of crash data	5
Comparison of the mental representation of traffic signs in Ecuador: Regulatory signs and warning signs	5
Takeover performance prediction model considering cognitive load: analysis of subjective and objective factors	5
How the cognitive load of simulated driving affects the brain dynamics underlying auditory attention	5
Factors influencing injury severity to belted drivers in car crashes in India	5
The impact of ride-hailing services on road traffic accidents in China: Focused on the moderating effect of ride-hailing regulatory policy	5
The evaluation of eye-catching effect in freeway tunnel entrance zone based on fixation behavior characteristics	5
Beliefs and knowledge about road safety education among kindergarten principals and teachers in Argentina: a qualitative study	5
Research on drivers’ color preference for alert zones in extra long tunnels and its effect on fatigue relief	5
Non-fatal traffic crashes among food delivery riders in Vietnam: What is the problem?	5
Effects of confidence level and hazard type on the visual search patterns and hazard response times of young drivers	5
Thoracic responses and injuries to male postmortem human subjects (PMHS) in rear-facing seat configurations in high-speed frontal impacts	5

Repositioning forward-leaning booster-seated child occupants in frontal-oblique low-acceleration impacts	5
Patterns of substance use among non-offender drivers: Associations with demographics, aberrant driving behaviors, and near-collisions	5
The effect of perceived global stress and altruism on prosocial driving behavior, yielding behavior, and yielding attitude	5
A positive psychology framework for understanding teenage driving behaviors: Examining the role of life purpose and mindfulness	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
Breadth of use of The Abbreviated Injury Scale in The National Trauma Data Bank bank	5
Research on the impact of the locations of luminaire failure on traffic safety in highway tunnels	5
Differential analysis of factors influencing motorcycle single-vehicle crash severity on roadway segments and intersections	5
Multifactor analysis of cost of injury using classification and regression trees	4
Community narratives on Facebook regarding mobile phone use while driving and road policing technologies	4
Assessment of the knowledge, attitude, and practices of motorcyclists regarding helmet use in Chennai, Tamil Nadu, India	4
Carsim-based simulation study on the performances of raised speed deceleration facilities under different profiles	4
Summary of influences that led to introduction of frontal airbags on US passenger vehicles	4
Optimization of colored pavement considering driving behavior and psychological characteristics under dynamic low-visibility conditions related to fog—a driving simulator study	4
Effects of seatback angle, seat rotation, and impact speed on injury risk of occupants in highly automated vehicles in frontal crashes	4
Belt fit for children in vehicle seats with and without belt-positioning boosters	4
Self-reported impacts of recreational and medicinal cannabis use on driving ability and amount of wait time before driving	4
Effects of a color gradient and emoji in AR-HUD warning interfaces in autonomous vehicles on takeover performance and driver emotions	4
Impact of sidewall information on drivers’ visual load among different lanes: Traditional guiding facilities and decorated pattern	4
The ideal vulnerable road user – a study of parameters affecting VRU detection	4
Characteristics of suicide-related crashes and their potential interventions: A literature review	4
Real-time driver alerts to improve CMV safety in California work zones: a naturalistic study	4
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks	4
Bus rapid transit as arterial corridor traffic calming: The relationship between transit infrastructure and motor vehicle operating speeds	4
Applying the heteroskedastic ordered probit model on injury severity for improved age and gender estimation	4
Predictors of parents’ use of child restraint systems: Evidence from China	4
Severity analysis of single-vehicle left and right run-off-road crashes using a random parameter ordered logit model	4
Coupling mechanism of nighttime lighting glare and driver cognitive load based on visual-physiological parameters	4
A current assessment of the THOR 50M in rear impacts	4
Traumatic spinal injury patterns of on vs. off-road motorcycle crashes	4
Assessment of drivers’ visual search patterns and cognitive load during driving in curved tunnels	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
Cellphone-distracted crashes of novice teen drivers: Understanding associations of contributing factors for crash severity levels and cellphone usage types	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
Inspiration in human reasoning logic: Automating the inference and analysis of traffic accident information via macro-micro integration	4
A study on brake-accelerator reaction times in elderly patients after artificial knee joint and hip joint replacement surgery	4
Demographic adjustments to driver death rates by vehicle type and size	4
Prevalence and predictors of driving under the influence of alcohol in Switzerland: A mandatory roadside survey	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
Response of small female and midsize male models with active musculature in pre-crash maneuvers and low-speed impacts	4
Spatial analysis of road traffic crashes and user based assessment of road safety: A case study of Rotterdam	4
Analyzing crash severity through impairment and protection: A hybrid XGBoost-Bayesian network approach	4
A novel method for the automated simulation of various vehicle collisions to estimate crash severity	4