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 2020-04-01 to 2024-04-01.)

Article	Citations
Injury severity prediction of traffic crashes with ensemble machine learning techniques: a comparative study	63
Exploring the factors influencing pedestrian-vehicle crash severity in Dhaka, Bangladesh	37
Road traffic crashes at night-time: characteristics and risk factors	30
Structural equation modelling of potential risk factors for pedestrian accidents in rural and urban roads	29
Investigating influence factors of traffic violation using multinomial logit method	22
Modelling bus-pedestrian crash severity in the state of Victoria, Australia	21
Analysis of contributory factors of fatal pedestrian crashes by mixed logit model and association rules	21
Review of road accident analysis using GIS technique	20
Crash severity modelling using ordinal logistic regression approach	20
Road safety status during COVID-19 pandemic: exploring public and road safety expert’s opinions	19
Investigation of factors contributing to injury severity in single vehicle motorcycle crashes in India	18
Statistical analysis and accident prediction models leading to pedestrian injuries and deaths on rural roads in Iran	17
A machine-learning method for improving crash injury severity analysis: a case study of work zone crashes in Cairo, Egypt	16
Spatial statistics and random forest approaches for traffic crash hot spot identification and prediction	16
Work-related factors, fatigue, risky behaviours and traffic accidents among taxi drivers: a comparative analysis among age groups	16
Motorcycle risky behaviours and road accidents among adolescents in Jakarta metropolitan area, Indonesia	15
Hierarchical binary logit model to compare driver injury severity in single-vehicle crash based on age-groups	14
Accident factors per construction type and stage: a synthesis of scientific research and professional experience	14
Identification of factors influencing severity of motorcycle crashes in Dhaka, Bangladesh using binary logistic regression model	14
Coping with endogeneity and unobserved heterogeneity in real-time clustering critical crash occurrences nested within weather and road surface conditions	13
Motorcyclist injury severity analysis: a comparison of Artificial Neural Networks and random parameter model with heterogeneity in means and variances	13
GIS-based crash hotspot identification: a comparison among mapping clusters and spatial analysis techniques	12
Clustering pedestrians’ perceptions towards road infrastructure and traffic characteristics	12
An analysis of risk factors associated with road crash severities in Namibia	11
Fuzzy analysis of students’ perception of traffic safety in school environments: the case of a small Brazilian city	11

Injury severity analysis of two-vehicle crashes at unsignalized intersections using mixed logit models	11
Analysis of fatal injuries in Serbian underground coal mines – 50 years review	10
Is the front passenger seat always the “death seat”? An application of a hierarchical ordered probit model for occupant injury severity	10
Monitoring the road traffic crashes using NEWMA chart and repetitive sampling	9
Impact of COVID-19 pandemic on road safety in Tamil Nadu, India	8
Victims of road accidents with serious injuries and dependence on some individual, climatic and infrastructure factors on federal highways in Brazil	8
Spatial analysis and evaluation of road traffic safety performance indexes across the provinces of Turkey from 2015 to 2019	7
Geographical patterns and effects of human and mechanical factors on road traffic crashes in Nigeria	7
The epidemiology of fatal drowning in children: a 13-year retrospective study in Turkey	7
Cost analysis of road traffic crashes in China	7
Living arrangements and fire-related mortality amongst older people in Europe	7
A bibliometric analysis of road traffic injury research themes, 1928–2018	7
Burden of injuries and its associated hospitalization expenditure in India	6
Road safety in Nigeria: unravelling the challenges, measures, and strategies for improvement	6
Modelling risk factors for red light violation in the Kumasi Metropolis, Ghana	6
A comparative analysis of factors influencing the injury severity of daytime and nighttime crashes on a mountainous expressway in China	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
Investigating and modeling the influence of PET-types on crossing conflicts at urban unsignalized intersections in India	6
Traffic accident severity analysis in Barcelona using a binary probit and CHAID tree	6
Understanding effect of traffic and driver related characteristics on seat belt usage in Mumbai city using random parameter logit approach and time series analysis	6
Road safety performance across local governments: a data envelopment analysis approach	6
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	6
Investigating the role of beliefs in influencing the hand-held and hands-free mobile phone use among pedestrians in India	6
A spatial econometrics perspective on the characteristics of urban traffic accidents: focusing on elderly drivers’ accidents in Seoul, South Korea	6
Challenges related to pedestrian safety: a qualitative study identifying Iranian residents’ perspectives	6
Analyzing traffic violations among motorcyclists using structural equation modeling	5
Monitoring road accident and injury using indeterminacy based Shewhart control chart using multiple dependent state repetitive sampling	5
Examining the role of road safety audits worldwide: exploring road safety expert’s opinions	5
Head impact forces in blind football are greater in competition than training and increased cervical strength may reduce impact magnitude	5
The mediating role of internalizing and externalizing symptoms in the association between child neglect and suicide attempt in adulthood	5
Interventions to prevent road traffic injuries among pedestrians: a systematic review	5
Automatic fall detection using region-based convolutional neural network	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
Domestic violence against Latin American women and female mental health during the new coronavirus (SARS-CoV-2) outbreak	4
Applying fast and frugal tree heuristic algorithm to identify factors influencing crash severity of bicycle–vehicle crashes in Tamilnadu	4
Analysis of driver-injury severity: a comparison between speeding and non-speeding driving crash accounting for temporal and unobserved effects	4
Factors associated with crash severity on Bangladesh roadways: empirical evidence from Dhaka city	4
Using unsupervised learning to investigate injury-associated factors of animal-vehicle crashes	4
Contributory factors to the severity of single-vehicle rollover crashes on a mountainous area, generalized additive model	4
A hybrid clustering and random forest model to analyse vulnerable road user to motor vehicle (VRU-MV) crashes	4
A comparative assessment of subjective experience in simulator and on-road driving under normal and time pressure driving conditions	4
A machine learning approach for building an adaptive, real-time decision support system for emergency response to road traffic injuries	4
Urban versus rural setting as a predictor of injury type and severity among pediatric pedestrians: using a database derived from state-wide crash data and hospital discharge data in Illinois	4
A mixed logit model with mean-variance heterogeneity to investigate factors of crash occurrence	4
Factors affecting the accident size of motorcycle-involved crashes: a structural equation modeling approach	4
Play safe with Sisimpur: an evaluation of a child injury prevention intervention in Bangladesh	4
Examining the relationship between impaired driving and past crash involvement in Europe: Insights from the ESRA study	4
Safety assessment of coordinated signalized intersections in a connected vehicle environment: a microsimulation approach	4