OOIR: Observatory of International Research

Papers

(The median citation count of International Journal of Injury Control and Safety Promotion is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Injury severity prediction of traffic crashes with ensemble machine learning techniques: a comparative study	86
Structural equation modelling of potential risk factors for pedestrian accidents in rural and urban roads	33
Investigation of factors contributing to injury severity in single vehicle motorcycle crashes in India	27
Modelling bus-pedestrian crash severity in the state of Victoria, Australia	25
Investigating influence factors of traffic violation using multinomial logit method	23
Spatial statistics and random forest approaches for traffic crash hot spot identification and prediction	21
Road safety status during COVID-19 pandemic: exploring public and road safety expert’s opinions	20
Identification of factors influencing severity of motorcycle crashes in Dhaka, Bangladesh using binary logistic regression model	19
Analysis of contributory factors of fatal pedestrian crashes by mixed logit model and association rules	19
Injury severity analysis of two-vehicle crashes at unsignalized intersections using mixed logit models	18
Motorcycle risky behaviours and road accidents among adolescents in Jakarta metropolitan area, Indonesia	17
Hierarchical binary logit model to compare driver injury severity in single-vehicle crash based on age-groups	17
Accident factors per construction type and stage: a synthesis of scientific research and professional experience	17
GIS-based crash hotspot identification: a comparison among mapping clusters and spatial analysis techniques	16
Clustering pedestrians’ perceptions towards road infrastructure and traffic characteristics	15
Investigating and modeling the influence of PET-types on crossing conflicts at urban unsignalized intersections in India	15
Coping with endogeneity and unobserved heterogeneity in real-time clustering critical crash occurrences nested within weather and road surface conditions	14
Motorcyclist injury severity analysis: a comparison of Artificial Neural Networks and random parameter model with heterogeneity in means and variances	13
Fuzzy analysis of students’ perception of traffic safety in school environments: the case of a small Brazilian city	11
A comparative analysis of factors influencing the injury severity of daytime and nighttime crashes on a mountainous expressway in China	11
Investigation of road infrastructure and traffic density attributes at high-risk locations for motorcycle-related injuries using multiple correspondence and cluster analysis in urban Tanzania	10
Traffic accident severity analysis in Barcelona using a binary probit and CHAID tree	10
Analysis of driver-injury severity: a comparison between speeding and non-speeding driving crash accounting for temporal and unobserved effects	9
Burden of injuries and its associated hospitalization expenditure in India	9
Road safety in Nigeria: unravelling the challenges, measures, and strategies for improvement	8

Analyzing traffic violations among motorcyclists using structural equation modeling	8
A bibliometric analysis of road traffic injury research themes, 1928–2018	8
Impact of COVID-19 pandemic on road safety in Tamil Nadu, India	8
Investigating the role of beliefs in influencing the hand-held and hands-free mobile phone use among pedestrians in India	7
Driving behavior classification at signalized intersections using vehicle kinematics: Application of unsupervised machine learning	7
Spatial analysis and evaluation of road traffic safety performance indexes across the provinces of Turkey from 2015 to 2019	7
Traffic crashes in Dhaka, Bangladesh: analysing crashes involving unconventional modes, pedestrians and public transit	6
The mediating role of internalizing and externalizing symptoms in the association between child neglect and suicide attempt in adulthood	6
Child maltreatment, suicidal ideation, and in-home firearm availability in the U.S.: findings from the longitudinal studies of child abuse and neglect	6
Examining the role of road safety audits worldwide: exploring road safety expert’s opinions	6
A machine learning approach for building an adaptive, real-time decision support system for emergency response to road traffic injuries	5
Investigating the effect of road condition and vacation on crash severity using machine learning algorithms	5
Interventions to prevent road traffic injuries among pedestrians: a systematic review	5
Impact of socioeconomic and transport indicators on road safety during the crisis period in Europe	5
The relationship between commercial sexual exploitation of children (CSEC) and childhood sexual abuse (CSA) among boys and girls in Haiti	5
The effect of different mobile uses on crash frequency among young drivers: application of statistical models and clustering analysis	5
Analysis of right-turn vehicular driving paths at uncontrolled T-intersections	5
Domestic violence against Latin American women and female mental health during the new coronavirus (SARS-CoV-2) outbreak	5
Applying count time series to assess 13-year pedestrian mortality trend caused by traffic accidents in East-Azerbaijan province, Iran	5
Play safe with Sisimpur: an evaluation of a child injury prevention intervention in Bangladesh	5
Factors associated with crash severity on Bangladesh roadways: empirical evidence from Dhaka city	5
Using unsupervised learning to investigate injury-associated factors of animal-vehicle crashes	5
Head impact forces in blind football are greater in competition than training and increased cervical strength may reduce impact magnitude	5
Monitoring road accident and injury using indeterminacy based Shewhart control chart using multiple dependent state repetitive sampling	5
A random parameter negative binomial model for signalized intersection accidents in Seoul, Korea	5
Development of crash prediction models by assessing the role of perpetrators and victims: a comparison of ANN & logistic model using historical crash data	4
School violence negative effect on student academic performance: a multilevel analysis	4
Contributory factors to the severity of single-vehicle rollover crashes on a mountainous area, generalized additive model	4
Examining the relationship between impaired driving and past crash involvement in Europe: Insights from the ESRA study	4
Impact of COVID-19 spread on road safety indices of Turkey	4
A study of the factors affecting driving risk perception using the Bivariate Ordered Probit model	4
Impact of Roadside Design Compliance and Hazard Offset on the Risk of Single-Vehicle, Run-Off-Road Crash Fatalities	4
Exploring pre-crash gate violations behaviors of drivers at highway-rail grade crossings using a mixed multinomial logit model	4
A hybrid clustering and random forest model to analyse vulnerable road user to motor vehicle (VRU-MV) crashes	4
Safety assessment of coordinated signalized intersections in a connected vehicle environment: a microsimulation approach	4
A mixed logit model with mean-variance heterogeneity to investigate factors of crash occurrence	4
Random forest models for motorcycle accident prediction using naturalistic driving based big data	4
A two-phase clustering approach for traffic accident black spots identification: integrated GIS-based processing and HDBSCAN model	4
A comparative assessment of subjective experience in simulator and on-road driving under normal and time pressure driving conditions	4
Views of professional stakeholders on readiness for a safe road system in Nepal; an exploratory qualitative study	4
Proactive pedestrian safety evaluation at urban road network level, an experience in Kolkata City, India	3
Characteristics of pediatric emergency department visits for youth 10-15 years old with injuries due to interpersonal violence	3
Prediction of passing probability and risk evaluation along undivided road under heterogeneous traffic	3
Rear-seat seatbelt use in urban Southeast Asia: results from Bandung and Bangkok	3
Characterizing the effects of contributing factors on crash severity involving e-bicycles: a study based on police-reported data	3
Investigating the role of health belief model on seat belt use for front seat passengers on urban and rural roads	3
Exploring temporal interactions of crash counts in California using distinct log-linear contingency table models	3
Self-harming behavior in relation to exposure to inter-personal violence among youth and young adults in Colombia	3
Built-environment risk assessment for pedestrians near bus-stops: a case study in Delhi	3
Defining machine learning algorithms as accident prediction models for Italian two-lane rural, suburban, and urban roads	3

Factors affecting injury severity and the number of vehicles involved in a freeway traffic accident: investigating their heterogeneous effects by facility type using a latent class approach	3
Safety and security perceptions in informal transport: the case of Tunisia	3
A call for action on alarming road traffic injuries in Africa	3
Evaluating overtaking and filtering maneuver of motorcyclists and car drivers using advanced trajectory data analysis	3
Prevalence of alcohol among drivers, riders and pedestrians injured in road traffic crashes in Cameroon: a cross-sectional study	2
The epidemiology and characteristics of injuries to under 5’s in a secondary city in Uganda: a retrospective review of hospital data	2
Risk reduction via spatial and temporal visualization of road accidents: a way forward for emergency response optimization in developing countries	2
Abusive head trauma in India: imaging raises the curtain	2
A novel spatial analysis method to evaluate the safety impact of alternate road lighting	2
The relationship between driver and passenger’s seatbelt use: a bivariate probit analysis	2
Effectiveness of first-aid education in road traffic crashes on non-healthcare professionals’ knowledge, attitude, and skills: a systematic review	2
Pedestrians safety perceptions on midblock crosswalk utilization along urban corridors of developing countries	2
Optimal refuge chamber position in underground mines based on tree network	2
Structural equation modeling of pedestrian behavior at footbridges in Ghana	2
Predicting adolescent boys’ and young men’s perpetration of youth violence in Colombia	2
Speed heterogeneity and accident reduction in mixed traffic	2
Bayesian hierarchical modelling of traffic barrier crash severity	2
Examining factors influencing the severity of motorized two-wheeler crashes in Delhi	2
Cluster analysis of the spatial distribution of pedestrian deaths and injuries by parishes in Kampala city, Uganda	2
Which factors contribute to road crashes in non-commercial and commercial vehicles? An examination of administrative data from motorways in Pakistan	2
Causal mediation analysis of the impacts of distracted driving on crash injury risks	2
Examining factors affecting driver injury severity in speeding-related crashes: a comparative study across driver age groups	2
Determinants of speed variability on the horizontal curves of two-lane undivided rural highways passing through mountainous terrain	2
Associations between having been threatened or injured with a weapon and substance use and mental health among high school students in the United States	2
The influence of childhood and early adult adversities on substance use behaviours in racial/ethnically diverse young adult women: a latent class analysis	2
Road traffic injuries in Namibia: health services, public health and the motor vehicle accident fund	2
Clustering and pedestrian crashes prediction modelling: Amman case	2
Transport modes and road traffic mortality in the Americas: Deaths among pedestrian and motorcycle users through the lifespan	2
Identification and analysis of offenders causing hit and run accidents using classification algorithms	2
Modeling crashes involving children, finite mixture cumulative link mixed model	2
Predictors of fall-related injuries due to common consumer products among elderly adult emergency department visits in the United States during 2007–2017	2
Differences in single-vehicle motorcycle crashes caused by distraction and overspeed behaviors: considering temporal shifts and unobserved heterogeneity in prediction	2
Analyzing the factors affecting the crash severity level at urban roundabouts in non-lane-based heterogeneous traffic	2
A proactive decision support tool for road safety audit of new highway projects based on crash modification factors and analytical analysis: Algeria as a case study	2
Traffic violation analysis using time series, clustering and panel zero-truncated one-inflated mixed model	1
Risk exposure factors influencing the frequency of road crashes during the COVID-19 pandemic in Ciudad Juarez, Mexico. A negative binomial spatial regression model	1
Influence of distracted driving of online car-hailing drivers on overall driving performance	1
Analysis of the elderly pedestrian traffic accidents in urban scenarios: the case of the Spanish municipalities	1
Road traffic mortality in Iran: longitudinal trend and seasonal analysis, March 2011-February 2020	1
Identification and screening of key traffic violations: based on the perspective of expressing driver’s accident risk	1
Factors associated with physical violence against children in Haiti: a national population-based cross-sectional survey	1
Fidelity of implementation of the building bridges mentoring intervention to prevent violence among youth in low income settings	1
A matched case–control approach to identify the risk factors of fatal pedestrian crashes on a six-lane rural highway in India	1
Factors affecting the intention to wear helmets for e-bike riders: the case of Chinese college students	1
Developing a national database of police-reported fatal road traffic crashes for road safety research and management in India	1
A comparative analysis of risk factors in taxi-related crashes using XGBoost and SHAP	1
Investigating mid-block pedestrian crossing behaviour and safety at urban streets in Cairo	1
Characteristics of emergency room visits in patients with facial injuries in mainland China during the 60-day level I emergency response to COVID-19	1
The impact of rural expressway environments: drivers’ attention allocation to variable message signs	1
Violence and non-fatal injuries among Vietnamese in-school adolescents: national prevalence estimates and associated factors	1
Violence against children: multifaceted approaches to a complex problem	1
Evaluating the crash risk of powered two-wheelers in urban mixed traffic environments: a conflict threshold perspective	1
Safety research in the midst of global health emergency	1
Using driving simulator to study the effect of crash fact signs on speeding behaviour along freeways	1
Association between subjective cognitive decline and falls in middle-aged adults	1
Meeting the challenge of the second decade of road safety: evidence supported by quality research	1
Hot spot analysis and evaluation of influencing factors on regional road crash safety and severity indices: insights from Iran	1
Using satellite imagery to estimate heavy vehicle volume for ecological injury analysis in India	1
Understanding key contributing factors on the severity of traffic violations by elderly drivers: a hybrid approach of latent class analysis and XGBoost based SHAP	1
Evaluating the impact of COVID-19 on traffic congestion and safety skills using structural equation modeling (SEM) and Auto-Regressive Integrated Moving Average (ARIMA)	1
Predictors of self-harm and emergency department attendance for self-harm in deprived communities	1
Relationships among causal factors influencing mine accidents using structural equation modelling	1
Toothpick-related injuries in the United States from 2001 to 2017	1
Family readiness for evidence-based injury prevention and car seat safety in Jordan	1
Assault burn injuries in adolescents and adults in South Africa: risk factors and characteristics	1
Methods of strategic road safety management: a systematic review	1
The prevalence of helmet use in motorcyclists around the world: a systematic review and meta-analysis of 5,006,476 participants	1
Prospective examination of self-harm up to three years after contact with Child Protective Services (CPS)	1
Construction of injury process from Japanese consumer product narrative injury data using an ontology-based method	1
An analysis on the risk of being injured and killed in road travel injuries in Namibia	1
Multilevel structural equation modeling of willingness-to-pay for fatality risk reduction: perspectives of driver and district levels	1
The applicability of Smeed’s Law in an evaluation of national road safety management systems: Montenegro versus Great Britain	1
Population-level estimate of bicycle use and fatality risk in a data-poor setting	1
Injury, violence, and crime prevention at cultural male initiation schools in Giyani and Malamulele in Limpopo Province, South Africa	1
A survey on road hazardous material transportation accidents in Iran	1
Factors explaining pedestrian-involved fatality crashes on National Highways in India	1