International Journal of Injury Control and Safety Promotion最新文献_第4页

Renew global partnerships for addressing the risk to vulnerable road users and strengthening research institutions. 更新全球伙伴关系，以解决弱势道路使用者面临的风险，并加强研究机构。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2025-03-01 Epub Date: 2025-04-19 DOI: 10.1080/17457300.2025.2494915

Geetam Tiwari

引用次数: 0

Stacking models for analyzing traffic injury severity on two-lane, two-way rural roads. 农村双车道双向道路交通伤害严重程度分析的叠加模型。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2025-03-01 Epub Date: 2025-04-07 DOI: 10.1080/17457300.2025.2487635

Ali Tavakoli Kashani, Parsa Soleyman Farahani, Hamzeh Mansouri Kargar

{"title":"Stacking models for analyzing traffic injury severity on two-lane, two-way rural roads.","authors":"Ali Tavakoli Kashani, Parsa Soleyman Farahani, Hamzeh Mansouri Kargar","doi":"10.1080/17457300.2025.2487635","DOIUrl":"10.1080/17457300.2025.2487635","url":null,"abstract":"The analysis of injury severity in accidents allows traffic management agencies to assess crash risk more effectively and develop cost-effective interventions. The aim of this research is to present a two-layer stacking model as a means of forecasting accident severity. In the initial layer, the system incorporates benefits derived from many base classification algorithms through a three-stage process to evaluate the outcomes of each model configuration. These base algorithms include Random Forests, Decision Tree, K Nearest Neighborhood and Support Vector Machine; in the second layer, Logistic Regression and Random Forest algorithms are used to classify crash injury severity. In total, 24,141 traffic accidents were recorded on 135 two-way, two-lane roads. The process of model calibration entails the optimization of several parameters, such as the number of trees in three fundamental methods of classification, the learning rate and the regularization coefficient which is achieved by the utilization of a systematic grid search strategy. To validate the model, the Stacking model's performance is assessed in comparison to other conventional models. The results indicate that the Stacking model has greater performance. Consequently, each component included in the prediction of severity is categorized into distinct groups according to its impact on results.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"118-129"},"PeriodicalIF":2.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143796729","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}

引用次数: 0

Assessing the interdependence of rider fault-status and injury severity in motorcycle rear-end crashes: insights from bivariate probit and XGBoost-SHAP models. 评估摩托车追尾事故中骑手故障状态和损伤严重程度的相互依赖性：来自双变量probit和XGBoost-SHAP模型的见解。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2025-03-01 Epub Date: 2025-03-31 DOI: 10.1080/17457300.2025.2485032

Chamroeun Se, Thanapong Champahom, Kestsirin Theerathitichaipa, Manlika Seefong, Sajjakaj Jomnonkwao, Vatanavongs Ratanavaraha, Tassana Boonyoo, Ampol Karoonsoontawong

{"title":"Assessing the interdependence of rider fault-status and injury severity in motorcycle rear-end crashes: insights from bivariate probit and XGBoost-SHAP models.","authors":"Chamroeun Se, Thanapong Champahom, Kestsirin Theerathitichaipa, Manlika Seefong, Sajjakaj Jomnonkwao, Vatanavongs Ratanavaraha, Tassana Boonyoo, Ampol Karoonsoontawong","doi":"10.1080/17457300.2025.2485032","DOIUrl":"10.1080/17457300.2025.2485032","url":null,"abstract":"This study examines the interdependent relationship between fault status and injury severity in motorcycle rear-end crashes in Thailand using data from 1,549 crashes (2011-2015) integrated from the Department of Highway's Accident Information Management System and Traffic Information Movement System. This article employs a bivariate probit model alongside various boosting techniques for simultaneous estimation of injury severity and at-fault status. Among the tested models (AdaBoost, CatBoost and LightGBM), both the bivariate probit and XGBoost-Endogenous models demonstrate superior performance in accuracy and F1-score. The bivariate probit model reveals that injury severity is significantly influenced by rider characteristics (age, gender), road features, and traffic conditions. Riders under 55 years old, female riders and those on roads with depressed medians or higher traffic volume show lower injury severity risk. Conversely, drunk riding, nighttime crashes on unlit roads, and higher truck traffic percentages increase severe injury likelihood. The XGBoost model corroborates these findings, identifying traffic volume, truck percentage and nighttime conditions on unlit roads as the most crucial predictors of injury severity. Regarding fault status, younger riders and those using safety equipment show a higher probability of being at-fault. This novel analytical approach provides valuable insights for motorcycle safety policy development and future research directions.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"61-75"},"PeriodicalIF":2.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143754966","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}

引用次数: 0

Pattern of road traffic fatalities in India: a case study of Chhattisgarh State. 印度道路交通死亡模式：恰蒂斯加尔邦个案研究。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2025-03-01 Epub Date: 2025-04-02 DOI: 10.1080/17457300.2025.2486625

Arunabha Banerjee, Geetam Tiwari, Asha S Viswanathan, Rahul Goel, Kavi Bhalla

{"title":"Pattern of road traffic fatalities in India: a case study of Chhattisgarh State.","authors":"Arunabha Banerjee, Geetam Tiwari, Asha S Viswanathan, Rahul Goel, Kavi Bhalla","doi":"10.1080/17457300.2025.2486625","DOIUrl":"10.1080/17457300.2025.2486625","url":null,"abstract":"India does not have a national crash-level surveillance system. Instead, police stations report crashes in standardized tables that are summarized at the state level. Since tabulations provide limited insights into crash patterns, we developed a crash database from police First Information Reports (FIRs) on all (n = 11,175) fatalities in Chhattisgarh during 2017-2019. The data show that not only were motorcycle riders the most common victims (59% of fatalities), but they also posed a substantial threat to other road users. Motorcycle impacts caused 16% of all fatalities (37% of pedestrians). Although truck occupants comprised only 5% of fatalities, trucks were the most common striking vehicle. Remarkably, 94% of tractor occupants were killed in single-vehicle crashes, and more than were rollovers. The FIR database provides a richer description of crashes than tabulations and an important information source for safety management. India and other LMICs will benefit substantially by investing in crash surveillance systems.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"101-107"},"PeriodicalIF":2.3,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12040571/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143774665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Examining fatal and non-fatal injuries of drivers in single-vehicle-involved crashes on urban roadways using random parameter logit model. 利用随机参数logit模型对城市道路上车辆碰撞事故中驾驶员的致命和非致命伤害进行了研究。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2025-03-01 Epub Date: 2025-04-08 DOI: 10.1080/17457300.2025.2487637

Charles Atombo, Raymond Akuh, Richard Fiifi Turkson, Franklin Liggie-Kudonoo

引用次数: 0

An adapted taxonomy and framework for monitoring road safety strategies: a case study of Morocco. 经调整的道路安全战略监测分类法和框架：摩洛哥案例研究。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2024-12-01 Epub Date: 2024-10-01 DOI: 10.1080/17457300.2024.2409645

Ibtissam El Khalai, Zoubida Chorfi, Abdelaziz Berrado

{"title":"An adapted taxonomy and framework for monitoring road safety strategies: a case study of Morocco.","authors":"Ibtissam El Khalai, Zoubida Chorfi, Abdelaziz Berrado","doi":"10.1080/17457300.2024.2409645","DOIUrl":"10.1080/17457300.2024.2409645","url":null,"abstract":"Traditional approaches to monitoring road safety have primarily focused on measuring outcomes such as the number of fatalities and injuries. While effective in capturing overall trends, this macroscopic approach often overlooks the underlying causes of unsafe conditions. Recognizing these limitations, many countries now embrace a safe system-based approach, which emphasizes a holistic view of road safety, considering various elements and their interactions. In response to this shift, this study introduces a five-step framework designed to provide comprehensive coverage and tailored assistance in selecting and utilizing appropriate Road Safety Indicators (RSIs) for more effective performance monitoring. The framework integrates a novel RSIs taxonomy aligned with critical elements of the safe system. It also incorporates an MCDA-based approach to account for decision-makers' preferences when selecting suitable RSIs. A case study demonstrates the practical application of the proposed steps, including the identification, classification, selection, and development of descriptive sheets for each selected RSI, as well as the continuous updating of the RSIs set. The findings offered valuable insights into the commonly used indicators in international road safety reports, while also revealing the limitations of currents metrics and data in fully capturing critical elements and hierarchical level within the road safety management system.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"686-703"},"PeriodicalIF":2.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142336842","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}

引用次数: 0

Advancing youth transportation safety in North Carolina through addressing alcohol-related motor vehicle collisions. 通过解决与酒精有关的机动车碰撞事故，促进北卡罗来纳州青少年交通安全。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2024-12-01 Epub Date: 2024-07-10 DOI: 10.1080/17457300.2024.2377083

Lucas W Ashley, Arden J Vessie, Taylor B Stamey, Kent F Sutton

{"title":"Advancing youth transportation safety in North Carolina through addressing alcohol-related motor vehicle collisions.","authors":"Lucas W Ashley, Arden J Vessie, Taylor B Stamey, Kent F Sutton","doi":"10.1080/17457300.2024.2377083","DOIUrl":"10.1080/17457300.2024.2377083","url":null,"abstract":"The aim of this work is to analyze trends in youth transportation fatalities and injuries in North Carolina (NC), assess the implementation of ignition interlock devices (IIDs) in the United States and abroad, discuss policy implications for IIDs, and highlight health equity considerations related to motor vehicle collisions (MVCs). MVCs cause the highest number of unintentional injury-related deaths for children and teenagers in NC, and policymakers should pay special attention to MVCs related to alcohol consumption. IIDs are effective in reducing collision rates and recidivism for driving under the influence of alcohol (DUI). Ignition interlock device requirements have been increasingly implemented globally over the past three decades. However, the adoption of stricter IID policies after first-time DUI offenses in NC and across the U.S. is a prudent public health measure to enhance transportation safety for both adults and children. Evidence-based interventions such as IIDs must also strive to address inequities in transportation safety, and the framing of proposed policies should reflect the tenets of cultural humility.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"553-555"},"PeriodicalIF":2.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141564812","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}

引用次数: 0

Cycle fatalities in Delhi and their risk factors. 德里自行车死亡事故及其风险因素。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2024-12-01 Epub Date: 2024-08-12 DOI: 10.1080/17457300.2024.2389527

Srishti Agrawal, Sumit Bilam, Geetam Tiwari, Rahul Goel

{"title":"Cycle fatalities in Delhi and their risk factors.","authors":"Srishti Agrawal, Sumit Bilam, Geetam Tiwari, Rahul Goel","doi":"10.1080/17457300.2024.2389527","DOIUrl":"10.1080/17457300.2024.2389527","url":null,"abstract":"There is a lack of research that investigates the risk factors of cycling in low- and middle-income countries. We present descriptive epidemiology of crashes that involved at least one fatal cyclist, over a three-year period (2016-2018) in Delhi, India. Next, we used an unmatched case-control approach to identify road design risk factors of cycle fatalities. Cases were road segments with at least one cycle fatality, and controls were those with none. We developed logistic regression models with cases and controls as binary outcomes to estimate the odds ratio of site characteristics. There were 167 crashes involving at least one cyclist fatality over the study period. Fatal cyclists were almost all males. They were less likely to be children or young adults and less likely to be residents of high-income localities, compared to the general population. One in ten crashes included more than one occupant on a cycle and 5% of fatal victims were pillion riders. Seventy percent crashes occurred at midblock, and majority were backend collisions. Regression shows that road width, traffic speed, and volume of heavy vehicles have strong positive effects on the fatality risk of cyclists. These results can inform strategies to design interventions for safety of cyclists.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"579-590"},"PeriodicalIF":2.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141917730","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}

引用次数: 0

The safety impacts of paved shoulder width in Indian four-lane rural highways. 印度四车道农村公路路肩宽度对安全的影响。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2024-12-01 Epub Date: 2024-09-28 DOI: 10.1080/17457300.2024.2409637

Mekuanint Getnet, Laxman Singh Bisht, Geetam Tiwari

{"title":"The safety impacts of paved shoulder width in Indian four-lane rural highways.","authors":"Mekuanint Getnet, Laxman Singh Bisht, Geetam Tiwari","doi":"10.1080/17457300.2024.2409637","DOIUrl":"10.1080/17457300.2024.2409637","url":null,"abstract":"The shoulder width, as a geometric element, plays a crucial role in enhancing highway safety. Research from high-income countries indicates that improving shoulders on highways leads to substantial safety benefits. However, the safety effectiveness of paved shoulders for low- and middle-income countries (LMICs) highway contexts has limited evidence. This study evaluated the safety effectiveness of the paved shoulder width on 61 km, four-lane, divided rural intercity highways in India. The first objective was to evaluate highway crash patterns using data from 2016 to 2019. The second objective was to evaluate the safety effectiveness of paved shoulder width using the case-control approach. The findings of this study demonstrate a consistent decline in the likelihood of crashes as the shoulder's width increases within the range of zero to 2.5 m for the 100 m segment length and zero to 1.7 m for the 500 m segment length. Nevertheless, model estimates indicate an increased crash risk for shoulders wider than 2.5 m. The results also suggested that the odds ratio for paved shoulder widths ranging from no shoulder to 2.5 m is likely to follow the crash modification factor from the highway safety manual. The findings of this study hold significant implications for the design policy of shoulder width on rural highways in LMICs.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"660-671"},"PeriodicalIF":2.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142336845","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}

引用次数: 0

A systematic literature review on occupational accident factors in the rail construction industry: lessons learned from a quarter-century of studies globally. 铁路建设行业职业事故因素系统文献综述：全球四分之一世纪研究的经验教训。

IF 2.3 4区医学

International Journal of Injury Control and Safety Promotion Pub Date : 2024-12-01 Epub Date: 2024-10-01 DOI: 10.1080/17457300.2024.2409634

Kadir Arifin, Mohammad Lui Juhari, Kadaruddin Aiyub

{"title":"A systematic literature review on occupational accident factors in the rail construction industry: lessons learned from a quarter-century of studies globally.","authors":"Kadir Arifin, Mohammad Lui Juhari, Kadaruddin Aiyub","doi":"10.1080/17457300.2024.2409634","DOIUrl":"10.1080/17457300.2024.2409634","url":null,"abstract":"The rail construction industry is notable for its large scale, substantial investment, extensive stakeholders involvement, long construction period, and intricate operation and technology. This industry is among the most dangerous due to the highest number of occupational accident cases worldwide. Therefore, it is crucial to analyse and identify the existing literature on occupational accident factors in rail construction. To address the research aim, the study identified the factors that contribute to occupational accidents using systematic review methodology. This systematic literature review adheres to the rigorous Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 statement. Relevant publications from the past 25 years were retrieved from Scopus, Web of Science (WoS), and Science Direct electronic databases. Through a meticulous review of 43 selected publications, five accident factor themes were discovered: worker, workplace, materials and equipment, organizational, and environmental influences. The detailed analysis of these themes has led to the identification of 19 specific sub-factors within these categories, providing a granular understanding of the intricate elements contributing to accidents. This study offers a foundational understanding of accident factors in the rail construction industry, paving the way for targeted OSH interventions aimed at preventing occupational accidents in the future.","PeriodicalId":47014,"journal":{"name":"International Journal of Injury Control and Safety Promotion","volume":" ","pages":"644-659"},"PeriodicalIF":2.3,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142336841","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}

引用次数: 0