{"title":"基于ART模型的焊接烟尘暴露影响因素定量分析","authors":"Wei Jiang, Yuan Xu, Mengqi Zhang, Shengxiang Ma","doi":"10.1016/j.shaw.2025.06.004","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Welding fumes from industrial operations pose serious health risks. This study aimed to investigate the factors driving changes in welding fume exposure by analyzing key factors using the Advanced REACH Tool (ART) for dust exposure assessment in building materials enterprises.</div></div><div><h3>Methods</h3><div>The dust exposure of 18 building materials enterprises was compared using ART model assessments and measured data. Multiple covariance analysis identified key influencing factors consistent with field conditions. Finally, correlation and regression analyses evaluated the relationships between these factors and dust exposure.</div></div><div><h3>Results</h3><div>The ART model showed the highest agreement with field data at the 95th percentile. Correlation and regression analyses identified moisture content, surface contamination/emissions, and dust particle size as the main influencing factors.</div></div><div><h3>Conclusion</h3><div>Mitigating occupational health risks requires prioritized control of moisture content, followed by dust particle size and surface contamination/emission. Targeted control of these parameters supports actionable strategies to reduce occupational health risks from welding fume exposure.</div></div>","PeriodicalId":56149,"journal":{"name":"Safety and Health at Work","volume":"16 3","pages":"Pages 317-324"},"PeriodicalIF":2.9000,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quantitative Analysis of the Factors that Influence Welding Fume Exposure via ART Modelling\",\"authors\":\"Wei Jiang, Yuan Xu, Mengqi Zhang, Shengxiang Ma\",\"doi\":\"10.1016/j.shaw.2025.06.004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Welding fumes from industrial operations pose serious health risks. This study aimed to investigate the factors driving changes in welding fume exposure by analyzing key factors using the Advanced REACH Tool (ART) for dust exposure assessment in building materials enterprises.</div></div><div><h3>Methods</h3><div>The dust exposure of 18 building materials enterprises was compared using ART model assessments and measured data. Multiple covariance analysis identified key influencing factors consistent with field conditions. Finally, correlation and regression analyses evaluated the relationships between these factors and dust exposure.</div></div><div><h3>Results</h3><div>The ART model showed the highest agreement with field data at the 95th percentile. Correlation and regression analyses identified moisture content, surface contamination/emissions, and dust particle size as the main influencing factors.</div></div><div><h3>Conclusion</h3><div>Mitigating occupational health risks requires prioritized control of moisture content, followed by dust particle size and surface contamination/emission. Targeted control of these parameters supports actionable strategies to reduce occupational health risks from welding fume exposure.</div></div>\",\"PeriodicalId\":56149,\"journal\":{\"name\":\"Safety and Health at Work\",\"volume\":\"16 3\",\"pages\":\"Pages 317-324\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Safety and Health at Work\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2093791125000514\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Safety and Health at Work","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2093791125000514","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
Quantitative Analysis of the Factors that Influence Welding Fume Exposure via ART Modelling
Background
Welding fumes from industrial operations pose serious health risks. This study aimed to investigate the factors driving changes in welding fume exposure by analyzing key factors using the Advanced REACH Tool (ART) for dust exposure assessment in building materials enterprises.
Methods
The dust exposure of 18 building materials enterprises was compared using ART model assessments and measured data. Multiple covariance analysis identified key influencing factors consistent with field conditions. Finally, correlation and regression analyses evaluated the relationships between these factors and dust exposure.
Results
The ART model showed the highest agreement with field data at the 95th percentile. Correlation and regression analyses identified moisture content, surface contamination/emissions, and dust particle size as the main influencing factors.
Conclusion
Mitigating occupational health risks requires prioritized control of moisture content, followed by dust particle size and surface contamination/emission. Targeted control of these parameters supports actionable strategies to reduce occupational health risks from welding fume exposure.
期刊介绍:
Safety and Health at Work (SH@W) is an international, peer-reviewed, interdisciplinary journal published quarterly in English beginning in 2010. The journal is aimed at providing grounds for the exchange of ideas and data developed through research experience in the broad field of occupational health and safety. Articles may deal with scientific research to improve workers'' health and safety by eliminating occupational accidents and diseases, pursuing a better working life, and creating a safe and comfortable working environment. The journal focuses primarily on original articles across the whole scope of occupational health and safety, but also welcomes up-to-date review papers and short communications and commentaries on urgent issues and case studies on unique epidemiological survey, methods of accident investigation, and analysis. High priority will be given to articles on occupational epidemiology, medicine, hygiene, toxicology, nursing and health services, work safety, ergonomics, work organization, engineering of safety (mechanical, electrical, chemical, and construction), safety management and policy, and studies related to economic evaluation and its social policy and organizational aspects. Its abbreviated title is Saf Health Work.