{"title":"Safety of young children and other vulnerable road users in traffic.","authors":"Geetam Tiwari","doi":"10.1080/17457300.2026.2651581","DOIUrl":"https://doi.org/10.1080/17457300.2026.2651581","url":null,"abstract":"","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-2"},"PeriodicalIF":2.0,"publicationDate":"2026-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147843871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Deotima Mukherjee, K Ramachandra Rao, Geetam Tiwari
{"title":"Pedestrian crash risk near bus stops in Delhi: development of safety performance functions.","authors":"Deotima Mukherjee, K Ramachandra Rao, Geetam Tiwari","doi":"10.1080/17457300.2026.2663852","DOIUrl":"https://doi.org/10.1080/17457300.2026.2663852","url":null,"abstract":"<p><p>The present study develops safety performance functions (SPFs) to identify key factors contributing to pedestrian crashes near high-risk bus stops in Delhi, India. Bus stops associated with fatal and non-fatal incidents were identified across multiple administrative districts. To capture temporal variation, the analysis was conducted separately for daytime and nighttime crashes based on reported crash timings. Video-graphic surveys and built-environment audits were undertaken to identify potential factors influencing pedestrian safety. Negative Binomial and Hurdle Negative Binomial models were estimated to analyse crash occurrence. The results indicate that various built-environment attributes-such as sidewalk condition, on-street parking, crossing type, and lighting conditions-significantly affect crash risk near bus stops. Additionally, higher bus commuter volumes were associated with increased crash frequency. The findings further suggest that Hurdle models outperform conventional count models for such data. Overall, the study highlights critical design and operational factors requiring targeted interventions to enhance pedestrian safety near bus stops.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-15"},"PeriodicalIF":2.0,"publicationDate":"2026-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147785372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Economic and psycho-social stressors associated with unintentional injuries during COVID-19 in South Africa.","authors":"Lu-Anne Swart, Simone Harris, Ashley van Niekerk","doi":"10.1080/17457300.2026.2660926","DOIUrl":"https://doi.org/10.1080/17457300.2026.2660926","url":null,"abstract":"<p><p>The COVID-19 pandemic strained global health systems and disrupted daily life. In South Africa, where unintentional injury rates are high, lockdown measures introduced stressors such as confinement, financial hardship and psychological strain that may have increased injury risk. This study examined how adherence to stay-at-home restrictions, financial stress and psychological distress during South Africa's COVID-19 lockdown were associated with reports of household members being injured and requiring medical treatment. Data were drawn from a province-stratified computer-assisted telephone interview survey conducted from December 2020 to March 2021. The study used a cross-sectional design and included 1854 adults. Logistic regression estimated adjusted associations. Overall, 6.3% of respondents reported an injury in the household. In bivariate analyses, reports of injury were more frequent with higher poverty, financial distress and psychological distress and less frequent among household heads and those living in other dwelling types. In the multivariable model, financial distress remained associated with higher odds of reporting a household injury, while household headship and residence in dwellings other than a formal house were associated with lower odds. Injuries requiring medical treatment during lockdown were linked to economic strain, highlighting the need for financial and contextual injury-prevention support during public health emergencies.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-9"},"PeriodicalIF":2.0,"publicationDate":"2026-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147785392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ivan Arroyave, Marcela Jimenez-Arango, Edward Mezones-Holguín
{"title":"Reducing homicides and homicide education inequalities: deterrence and negotiation in Colombian security policies over 1999-2017.","authors":"Ivan Arroyave, Marcela Jimenez-Arango, Edward Mezones-Holguín","doi":"10.1080/17457300.2026.2656932","DOIUrl":"https://doi.org/10.1080/17457300.2026.2656932","url":null,"abstract":"<p><p>This study examines long-term trends (1999-2017) in homicide rates and socioeconomic disparities in Colombia, a country marked by decades of armed conflict, organized crime and structural inequality. We used national mortality data, applying age-standardized rates, the Relative Index of Inequality (RII) and Joinpoint regression to assess trends and educational disparities. Homicide rates declined substantially for men and women, demonstrating the effectiveness of renewed state capacity and security interventions. However, this macroscopic success was highly uneven: gaps in lethal violence by educational attainment widened for most of the study period, underscoring a critical policy dilemma. These findings show that reductions in homicide did not translate into proportional declines in socioeconomic disparities. Sustainable and equitable violence reduction requires a dual-track strategy combining deterrence and structural equity. Crucially, successful transitions to peace demand the strategic weakening of illegal armed structures be prioritized before, or concurrently with, formal peace negotiations.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-13"},"PeriodicalIF":2.0,"publicationDate":"2026-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147785432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Simon Ntramah, Williams Ackaah, Nukhba Zia, Lamisa Ashraf, Yuan Shang, Francis Afukaar, Edmund K Debrah, Abdulgafoor M Bachani
{"title":"Seatbelt and child restraint use in Accra, Ghana: results from multi-round observational studies (2015-2020).","authors":"Simon Ntramah, Williams Ackaah, Nukhba Zia, Lamisa Ashraf, Yuan Shang, Francis Afukaar, Edmund K Debrah, Abdulgafoor M Bachani","doi":"10.1080/17457300.2026.2656209","DOIUrl":"https://doi.org/10.1080/17457300.2026.2656209","url":null,"abstract":"<p><p>Seatbelt and child restraint use are cost-effective ways of reducing the severity of road traffic injuries among vehicle occupants and children, respectively. The study aimed to determine the prevalence and associated factors of seatbelt and child restraint use in Accra, Ghana, using a multi-round cross-sectional observation design spanning the period 2015 - 2020. Between 6 and 15 sites were randomly selected in areas where traffic slowed down considerably or completely stopped. Nine observational rounds were undertaken during the period with a gap of six months between each round. The overall seatbelt usage was 48.7% (<i>n</i> = 481,585), with a significant difference among drivers' (78.9%, <i>n</i> = 258,996), front-seat passengers' (14.4%, <i>n</i> = 206,578) and rear-seat passengers' use (2.2%, <i>n</i> = 16,011) (<i>p</i> < 0.001). Child seat usage was far lower at 5.9%. The observed driver seatbelt use, passenger seatbelt usage and child seat usage generally declined significantly between August 2015 and November 2020. Both seatbelt and child restraint use were lowest among males, truck vehicles, on weekends and in presence of camera enforcement, among other specific factors. Policy reforms should prohibit young children from occupying front seats and place clear legal responsibility on drivers to secure all passengers.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-13"},"PeriodicalIF":2.0,"publicationDate":"2026-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147655237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Epidemiology of player injuries in Europe's top five professional football leagues: trends, risk factors and economic impact.","authors":"Alessandro Stasi, Andrea Poggio","doi":"10.1080/17457300.2026.2650752","DOIUrl":"https://doi.org/10.1080/17457300.2026.2650752","url":null,"abstract":"<p><p>In recent years, professional European football has experienced a substantial increase in player injuries, threatening athlete welfare, team performance and financial sustainability. Utilizing secondary analysis of epidemiological and financial data sets, this study analyses injury patterns, risk factors and economic impacts across the top five European leagues-Premier League, La Liga, Serie A, Bundesliga and Ligue 1-between the 2020/21 and 2023/24 seasons. Drawing on data from UEFA, FIFA and the Howden Group, the findings reveal a 37% increase in total injury incidence and a near-doubling of economic losses, exceeding €730 million in 2023/24 alone. Hamstring and soft-tissue injuries dominate, with young players (U21) showing the steepest rise in severity. Fixture congestion, inadequate recovery time and environmental factors such as surface conditions and travel fatigue are identified as key structural drivers. The findings suggest a need for coordinated governance reforms, including mandatory rest intervals, standardized medical protocols and centralized injury databases. The analysis indicates that sustainable football management should integrate player welfare as an economic and ethical priority to safeguard the sport's long-term integrity.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-10"},"PeriodicalIF":2.0,"publicationDate":"2026-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147640146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating the factors of three-wheeled autorickshaw (3W-AR) crash severity: comparison of explainable machine learning models.","authors":"Tefera Bahiru Ambo, Chuanyun Fu, Zhaoyou Lu, Betelihem Asfaw Ashamo, Simon Gebregziabher Hailemichael","doi":"10.1080/17457300.2026.2650749","DOIUrl":"https://doi.org/10.1080/17457300.2026.2650749","url":null,"abstract":"<p><p>Three-wheeled autorickshaws (3W-ARs), locally called Bajaj, are a vital mode of public transport in Ethiopia. However, their crash involvement remains an overlooked critical mobility challenge. This study investigates the crash severity influence factors of 3W-ARs using five machine learning models: Random Forest (RF), Decision Tree (DT), Support Vector Machine (SVM), XGBoost, and LightGBM, along with the SHAP interpreter for explainability. Five-year crash record data (2019-2023) from Dire Dawa City were analysed. The results revealed that RF and DT outperformed the other three models with overall accuracies of 92.7% and 92.3%, respectively. Several attributes significantly contribute to the severity of 3W-AR injuries, including driving experience, rider educational level, pedestrian crossing behavior, and vehicle age. Notably, pedestrian-involved collisions particularly those resulting from unsafe pedestrian actions such as sudden road crossing or walking along traffic lanes emerged as one of the most dominant and consistent predictors of fatal and severe injury crashes. By integrating a machine learning model with explainable AI, this study advances data-driven approaches for enhancing 3W-AR safety and crash prevention measures. The findings provide critical insights for policymakers and transportation planners, enabling the development of targeted interventions suited to Ethiopian context.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-17"},"PeriodicalIF":2.0,"publicationDate":"2026-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147628898","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhengping Tan, Lei Cui, Hao Xu, Jin Xu, Hao Feng, Peng Wang
{"title":"A hybrid machine learning approach for predicting traffic accident collision severity.","authors":"Zhengping Tan, Lei Cui, Hao Xu, Jin Xu, Hao Feng, Peng Wang","doi":"10.1080/17457300.2026.2640066","DOIUrl":"https://doi.org/10.1080/17457300.2026.2640066","url":null,"abstract":"<p><p>Accurate prediction of traffic accident severity remains challenging due to feature coupling and class imbalance, which hinder reliable applications in autonomous driving safety systems. This study proposes a Dynamic and Static Cross Entropy Integrated Neural Network (DSCE-INN) to address these issues. Using 857 real-world accident cases from the 2017-2021 China National Automobile Accident In-Depth Investigation System (NAIS), a Weighted Injury Coefficient is developed to enable continuous injury mapping, and K-means clustering reclassifies severity into three levels: property damage only, non-disabling injury, and disabling or fatal injury. Information gain identifies 11 critical features. DSCE-INN employs feature decoupling, transforming the multi-class task into binary sub-models, and introduces a dynamic-static weighted cross-entropy loss to jointly mitigate coupling and imbalance. A soft-hard voting mechanism, combined with L1 regularisation and focal loss, further enhances prediction robustness. Experimental results show accuracies of 0.782, 0.729, and 0.801, significantly outperforming a baseline ANN. Findings demonstrate DSCE-INN's effectiveness and practical value for autonomous driving safety.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-15"},"PeriodicalIF":2.0,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147357058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zia Ur Rehman, Chenzhu Wang, Said M Easa, Chaozhe Jiang, Arshad Jamal
{"title":"Temporal and weather-specific analysis of injury severity in three-wheeled rickshaw crashes: a heterogeneity-aware modeling approach.","authors":"Zia Ur Rehman, Chenzhu Wang, Said M Easa, Chaozhe Jiang, Arshad Jamal","doi":"10.1080/17457300.2026.2637567","DOIUrl":"https://doi.org/10.1080/17457300.2026.2637567","url":null,"abstract":"<p><p>Three-wheeled motorized rickshaws (3-WMRs) present serious safety risks in developing countries, yet the joint effects of weather and temporal changes on crash severity remain underexplored. Using six years of police-reported 3-WMR crash data from Rawalpindi, Pakistan (2017-2022), we estimate a partially constrained temporal random-parameters logit model with heterogeneity in means to capture unobserved factors and time-varying effects across weather types and biennial periods. Severe or fatal injuries are more likely in crashes involving motorcycles, pedestrians, or trucks; single-vehicle events; older drivers; peak-hour traffic; wrong U-turns; speeding; and distraction. Importantly, the magnitudes and directions of several effects vary by weather and over time. Rainy conditions elevate severity risk (e.g., reduced friction), whereas sunny weather is linked to riskier behaviors (e.g., speeding). The results support adaptive, weather-specific countermeasures, including stricter speed enforcement in rain, enhanced signing/markings for low visibility, and targeted training for high-risk groups such as older riders.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-28"},"PeriodicalIF":2.0,"publicationDate":"2026-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147366981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The burden of amputations due to road injuries global, regionally, and nationally, 1990-2021: analysis of data from the 2021 Global Burden of Disease Study.","authors":"Rongcan Liu, Junlong Song, Huan Chen, Jing Xu, Junsheng Zhang, Jingyuan Li, Zhao Wang, Rongkun Chang, Yaokan Zhang, Sang-Hyeok Lee, Chan Kang","doi":"10.1080/17457300.2026.2616823","DOIUrl":"https://doi.org/10.1080/17457300.2026.2616823","url":null,"abstract":"<p><p>This study analyzed amputations resulting from road injuries worldwide from 1990 to 2021 using data from the Global Burden of Disease Study 2021. The findings revealed a 39.1% decrease in age-standardized prevalence rates, but the global absolute number of amputations increased by 7.8%, reaching 25.9 million by 2021. While age-standardized incidence and YLD rates declined, notable disparities persisted across regions and socio-demographic indices, with the highest burden observed in Middle and High-middle SDI areas. The burden was disproportionately higher among men, especially those aged 45-79. Projections indicate a rise in the prevalence and YLD rates by 2040, highlighting the need for enhanced road safety, trauma care, and rehabilitation services to address this growing public health issue.</p>","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"1-22"},"PeriodicalIF":2.0,"publicationDate":"2026-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147357070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}