OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Injury Control and Safety Promotion is 4. 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
A comparative analysis of factors influencing the injury severity of daytime and nighttime crashes on a mountainous expressway in China	11
Fuzzy analysis of students’ perception of traffic safety in school environments: the case of a small Brazilian city	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
Burden of injuries and its associated hospitalization expenditure in India	9
Analysis of driver-injury severity: a comparison between speeding and non-speeding driving crash accounting for temporal and unobserved effects	9
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
Road safety in Nigeria: unravelling the challenges, measures, and strategies for improvement	8
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
Investigating the role of beliefs in influencing the hand-held and hands-free mobile phone use among pedestrians in India	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
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
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