Pub Date : 2025-12-29DOI: 10.1080/10803548.2025.2594907
Gabriela P Urrejola-Contreras, Elena Ronda, Mónica Rodríguez-Bagó, José Miguel Martínez
Objectives. The use of machinery in industrial tasks like load transportation exposes workers to ergonomic risk factors, particularly from non-neutral postures, increasing the chance of musculoskeletal disorders (MSDs). This study aimed to assess posture-related ergonomic risk among forklift and electric pallet truck operators. Methods. Conducted at a beverage bottling plant in Viña del Mar, Chile, the cross-sectional study involved 75 operators. Personal and occupational data were gathered through questionnaires, and the rapid entire body assessment (REBA) method was used to evaluate postural risk based on video analysis during machine operation. Results. Findings revealed that 49.3% of workers were at high ergonomic risk and 50.7% at very high risk, with pallet truck operation strongly associated with increased ergonomic risk (odds ratio [OR] 6.7; 95% confidence interval [2.5, 19.5]). The most significant risk factors were operating electric pallet trucks and being aged under 30 years. Pallet truck operation was strongly associated with increased ergonomic risk (crude OR 6.7), especially in workers with less experience. Conclusion. The study concludes that targeted ergonomic interventions, such as redesigning handle height or improving vibration isolation systems in electric pallet trucks, may be essential to protect younger and less experienced workers.
目标。机械在工业任务中的使用,如负载运输,使工人暴露于人体工程学风险因素,特别是非中性姿势,增加了肌肉骨骼疾病(MSDs)的机会。本研究旨在评估叉车和电动托盘车操作员的姿势相关的人体工程学风险。方法。在智利Viña del Mar的一家饮料厂进行的横断面研究涉及75名操作员。通过问卷调查收集个人和职业数据,采用快速全身评估法(REBA)对机器操作过程中基于视频分析的姿势风险进行评估。结果。研究结果显示,49.3%的工人处于高工效风险中,50.7%处于极高工效风险中,托盘车操作与增加的工效风险密切相关(优势比[OR] 6.7; 95%置信区间[2.5,19.5])。最重要的危险因素是使用电动托盘卡车和年龄在30岁以下。托盘车操作与人体工程学风险增加密切相关(原油OR 6.7),特别是对于经验较少的工人。结论。该研究得出结论,有针对性的人体工程学干预措施,如重新设计手柄高度或改进电动托盘卡车的隔振系统,可能对保护年轻和经验不足的工人至关重要。
{"title":"Posture, machinery and risk: ergonomic characterization of industrial driving work in forklifts and electric pallet trucks.","authors":"Gabriela P Urrejola-Contreras, Elena Ronda, Mónica Rodríguez-Bagó, José Miguel Martínez","doi":"10.1080/10803548.2025.2594907","DOIUrl":"https://doi.org/10.1080/10803548.2025.2594907","url":null,"abstract":"<p><p><i>Objectives</i>. The use of machinery in industrial tasks like load transportation exposes workers to ergonomic risk factors, particularly from non-neutral postures, increasing the chance of musculoskeletal disorders (MSDs). This study aimed to assess posture-related ergonomic risk among forklift and electric pallet truck operators. <i>Methods</i>. Conducted at a beverage bottling plant in Viña del Mar, Chile, the cross-sectional study involved 75 operators. Personal and occupational data were gathered through questionnaires, and the rapid entire body assessment (REBA) method was used to evaluate postural risk based on video analysis during machine operation. <i>Results</i>. Findings revealed that 49.3% of workers were at high ergonomic risk and 50.7% at very high risk, with pallet truck operation strongly associated with increased ergonomic risk (odds ratio [<i>OR</i>] 6.7; 95% confidence interval [2.5, 19.5]). The most significant risk factors were operating electric pallet trucks and being aged under 30 years. Pallet truck operation was strongly associated with increased ergonomic risk (crude <i>OR</i> 6.7), especially in workers with less experience. <i>Conclusion</i>. The study concludes that targeted ergonomic interventions, such as redesigning handle height or improving vibration isolation systems in electric pallet trucks, may be essential to protect younger and less experienced workers.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1-6"},"PeriodicalIF":1.6,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145858166","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}
Pub Date : 2025-12-29DOI: 10.1080/10803548.2025.2599460
Jinfeng Zhang, Yun Su, Fang Fang, Jun Li
Objectives. High-temperature metal splash is one of the common factors leading to safety accidents in metallurgy and casting industries. There are few quantitative studies on the performance of thermal protective fabrics in a metal splash environment, as existing standards rely on qualitative damage criteria. Methods. A new method for evaluating the contact protective performance (CPP) of fabric was proposed. The second-degree skin burn time, calculated based on the skin temperature change curves, was adopted as a key metric for the quantitative analysis of the CPP. Furthermore, the effects of precisely controlled contact temperature and moisture content on the CPP were investigated. Results. Fabric thickness had a more significant impact on the CPP than fiber composition. Fabrics containing meta-aramid fibers exhibited superior protective performance compared to their flame-retardant cotton counterparts. The second-degree skin burn time at a contact temperature of 600 °C was 4.3-20.2 s. During the transition from a dry state to 100% wet for the test fabrics, an optimal value of the CPP might exist. The findings provide theoretical support for design of the protective clothing, which is crucial for enhancing the safety of personnel in the metallurgy and casting industries.
{"title":"A hot cylinder drop test for quantifying the contact protective performance of fabrics against intense conductive heat.","authors":"Jinfeng Zhang, Yun Su, Fang Fang, Jun Li","doi":"10.1080/10803548.2025.2599460","DOIUrl":"https://doi.org/10.1080/10803548.2025.2599460","url":null,"abstract":"<p><p><i>Objectives.</i> High-temperature metal splash is one of the common factors leading to safety accidents in metallurgy and casting industries. There are few quantitative studies on the performance of thermal protective fabrics in a metal splash environment, as existing standards rely on qualitative damage criteria. <i>Methods.</i> A new method for evaluating the contact protective performance (CPP) of fabric was proposed. The second-degree skin burn time, calculated based on the skin temperature change curves, was adopted as a key metric for the quantitative analysis of the CPP. Furthermore, the effects of precisely controlled contact temperature and moisture content on the CPP were investigated. <i>Results.</i> Fabric thickness had a more significant impact on the CPP than fiber composition. Fabrics containing meta-aramid fibers exhibited superior protective performance compared to their flame-retardant cotton counterparts. The second-degree skin burn time at a contact temperature of 600 °C was 4.3-20.2 s. During the transition from a dry state to 100% wet for the test fabrics, an optimal value of the CPP might exist. The findings provide theoretical support for design of the protective clothing, which is crucial for enhancing the safety of personnel in the metallurgy and casting industries.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1-11"},"PeriodicalIF":1.6,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145858192","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}
Pub Date : 2025-12-26DOI: 10.1080/10803548.2025.2600815
Agah Ercömert, Sare Mihciokur, Naranmunkh Erdenebat, Tyllagozel Andaliyeva
Objectives. Burnout has been shown to be associated with the risk of occupational accidents and workforce loss, and it has been reported that the initial signs of burnout among physicians begin during medical school or during residency training. This study therefore aimed to determine the prevalence of burnout and the relationship between burnout, occupational accidents and workforce loss among resident physicians working at a university hospital in Ankara, Türkiye. Methods. The cross-sectional study was conducted among 144 resident physicians in a university hospital using a face-to-face questionnaire focusing on burnout subscales, occupational accidents and absenteeism. Results. The study proved that having an occupational accident, the number of occupational accidents, the type of occupational accidents such as sharp injuries, exposure to blood and body fluids, and experiencing trip-and-fall incidents were associated with burnout subscale scores (except personal accomplishment). No relationship was found between all other variables and burnout subscale scores. Conclusion. A relationship was identified between the occurrence of occupational accidents and the number of accidents experienced with the level of burnout. This finding suggests that interventions aimed at preventing burnout may also contribute to a reduction in occupational accidents. This provides evidence for future prospective and interventional studies.
{"title":"The relationship between burnout, occupational accidents and workforce loss among resident physicians working at a university hospital.","authors":"Agah Ercömert, Sare Mihciokur, Naranmunkh Erdenebat, Tyllagozel Andaliyeva","doi":"10.1080/10803548.2025.2600815","DOIUrl":"https://doi.org/10.1080/10803548.2025.2600815","url":null,"abstract":"<p><p><i>Objectives</i>. Burnout has been shown to be associated with the risk of occupational accidents and workforce loss, and it has been reported that the initial signs of burnout among physicians begin during medical school or during residency training. This study therefore aimed to determine the prevalence of burnout and the relationship between burnout, occupational accidents and workforce loss among resident physicians working at a university hospital in Ankara, Türkiye. <i>Methods</i>. The cross-sectional study was conducted among 144 resident physicians in a university hospital using a face-to-face questionnaire focusing on burnout subscales, occupational accidents and absenteeism. <i>Results</i>. The study proved that having an occupational accident, the number of occupational accidents, the type of occupational accidents such as sharp injuries, exposure to blood and body fluids, and experiencing trip-and-fall incidents were associated with burnout subscale scores (except personal accomplishment). No relationship was found between all other variables and burnout subscale scores. <i>Conclusion</i>. A relationship was identified between the occurrence of occupational accidents and the number of accidents experienced with the level of burnout. This finding suggests that interventions aimed at preventing burnout may also contribute to a reduction in occupational accidents. This provides evidence for future prospective and interventional studies.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1-8"},"PeriodicalIF":1.6,"publicationDate":"2025-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835071","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}
Pub Date : 2025-12-19DOI: 10.1080/10803548.2025.2597074
W D Ruwandi Fernando, Marianella Chamorro-Koc, Ajay Pandey, Sajeeva Jeyakumar
Objectives. Advances in wearable technology enable real-time biometric monitoring for risk mitigation, yet its impact on firefighter trainees' experiences of safety is underexplored. Existing studies mainly focus on career firefighters, despite higher trainee fatalities. Therefore, this review aims to identify firefighter trainees' safety experiences during training to inform wearable design to reduce occupational risks. Methods. Following the PRISMA approach, 754 articles were identified, with 13 meeting the inclusion criteria. A CERQual strategy employing a novel numerical confidence level analysis assessed each included study's alignment with the research question. Results. Only 46% of the included studies addressed firefighter training. Findings highlight the need for a structured needs-analysis model integrating trainees' safety experiences to guide wearable design, including sensing parameters and placement. Additionally, the results highlight the importance of interdisciplinary collaboration among designers, engineers, manufacturers and trainees to enhance safety-focused design and inform the development of wearable technologies aligned with trainees' needs. Conclusion. Firefighter trainees' safety experiences are underexplored. Emotional and social experiences are well studied, cognitive and behavioral aspects moderately addressed, and physical and psychological needs least covered. The review highlights the necessity for a safety needs analysis model that can serve as a guideline and framework for wearable device designers.
{"title":"A systematic review: understanding firefighter trainees' safety experiences to inform the design of wearable technologies.","authors":"W D Ruwandi Fernando, Marianella Chamorro-Koc, Ajay Pandey, Sajeeva Jeyakumar","doi":"10.1080/10803548.2025.2597074","DOIUrl":"https://doi.org/10.1080/10803548.2025.2597074","url":null,"abstract":"<p><p><i>Objectives</i>. Advances in wearable technology enable real-time biometric monitoring for risk mitigation, yet its impact on firefighter trainees' experiences of safety is underexplored. Existing studies mainly focus on career firefighters, despite higher trainee fatalities. Therefore, this review aims to identify firefighter trainees' safety experiences during training to inform wearable design to reduce occupational risks. <i>Methods</i>. Following the PRISMA approach, 754 articles were identified, with 13 meeting the inclusion criteria. A CERQual strategy employing a novel numerical confidence level analysis assessed each included study's alignment with the research question. <i>Results</i>. Only 46% of the included studies addressed firefighter training. Findings highlight the need for a structured needs-analysis model integrating trainees' safety experiences to guide wearable design, including sensing parameters and placement. Additionally, the results highlight the importance of interdisciplinary collaboration among designers, engineers, manufacturers and trainees to enhance safety-focused design and inform the development of wearable technologies aligned with trainees' needs. <i>Conclusion</i>. Firefighter trainees' safety experiences are underexplored. Emotional and social experiences are well studied, cognitive and behavioral aspects moderately addressed, and physical and psychological needs least covered. The review highlights the necessity for a safety needs analysis model that can serve as a guideline and framework for wearable device designers.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1-12"},"PeriodicalIF":1.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145795206","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}
Pub Date : 2025-12-19DOI: 10.1080/10803548.2025.2600233
David Waugh, Sharon Newnam, David Rodwell
Objectives. Electrical work remains a dangerous occupation in Australia and around the world. Despite industry regulations and technological safety advancements, serious electrical incidents involving electrical workers, including electrical fatalities, continue to occur. Systems thinking approaches predict that incidents such as these are complex system problems caused by multiple factors at a range of system levels, rather than simply caused by worker error. Methods. This study extracted causal factors identified in 11 Australian coroner reports investigating electrical fatalities involving electrical workers. Extracted factors and inter-relationships were mapped on an AcciMap to identify where in the system the factor occurred and tested against the key predictions of Rasmussen's risk management framework (RMF), a systems thinking framework. Results. Causal factors of electrical incidents involving electrical workers were found to be numerous and extend to system levels beyond the front-line worker. Evidence within the coroner reports supported each of the seven key predictions of the RMF. Conclusion. This study identifies the electrical industry as a complex socio-technical system and determines that electrical incidents involving electrical workers are therefore complex systems problems. Recommendations are made for the adoption of systems thinking frameworks in electrical incident investigations, policy and preventative strategy development, and associated research.
{"title":"Coronial investigations of fatalities involving electrical workers: a systems thinking perspective.","authors":"David Waugh, Sharon Newnam, David Rodwell","doi":"10.1080/10803548.2025.2600233","DOIUrl":"https://doi.org/10.1080/10803548.2025.2600233","url":null,"abstract":"<p><p><i>Objectives</i>. Electrical work remains a dangerous occupation in Australia and around the world. Despite industry regulations and technological safety advancements, serious electrical incidents involving electrical workers, including electrical fatalities, continue to occur. Systems thinking approaches predict that incidents such as these are complex system problems caused by multiple factors at a range of system levels, rather than simply caused by worker error. <i>Methods</i>. This study extracted causal factors identified in 11 Australian coroner reports investigating electrical fatalities involving electrical workers. Extracted factors and inter-relationships were mapped on an AcciMap to identify where in the system the factor occurred and tested against the key predictions of Rasmussen's risk management framework (RMF), a systems thinking framework. <i>Results</i>. Causal factors of electrical incidents involving electrical workers were found to be numerous and extend to system levels beyond the front-line worker. Evidence within the coroner reports supported each of the seven key predictions of the RMF. <i>Conclusion</i>. This study identifies the electrical industry as a complex socio-technical system and determines that electrical incidents involving electrical workers are therefore complex systems problems. Recommendations are made for the adoption of systems thinking frameworks in electrical incident investigations, policy and preventative strategy development, and associated research.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1-14"},"PeriodicalIF":1.6,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145795238","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}
Pub Date : 2025-12-16DOI: 10.1080/10803548.2025.2596518
Benjamin Baah, Joshua Ayarkwa, Dickson Osei-Asibey, Alex Acheampong, John Sosu, Racheal Ampomah, Renas Ayebono Atanga
Objectives. The health and safety (H&S) commitment level among construction project clients often remains minimal. Therefore, there is a need for a structured framework that delineates actionable strategies to enhance clients' commitment to H&S. This study identified drivers for enhancing clients' commitment to H&S and further developed a guiding framework to enhance clients' commitment to H&S. Methods. The study employed a qualitative research design, utilizing a structured interview guide to gather data purposively from 22 professionals. Thematic analysis was used to analyse the textual data, and Pareto analysis was conducted to prioritize the identified critical and non-critical drivers. Results. The identified critical drivers were health and safety regulations reform, cost savings and reduced expenses, risk management and liability reduction, effective stakeholder engagement, strong relationships between clients and contractors, clients' health and safety education, and high expectations from project stakeholders. The framework revealed that education, monitoring and innovation foster clients' accountability and ensure sustained H&S performance. Conclusion. The study informs clients about effective strategies for integrating H&S concerns into their decision-making. The framework also serves as a basis for policy recommendations, providing data-driven insights into the development of regulations and guidelines for enhancing clients' commitment to H&S.
{"title":"Framework for enhancing project clients' commitment to health and safety in the Ghanaian construction industry.","authors":"Benjamin Baah, Joshua Ayarkwa, Dickson Osei-Asibey, Alex Acheampong, John Sosu, Racheal Ampomah, Renas Ayebono Atanga","doi":"10.1080/10803548.2025.2596518","DOIUrl":"https://doi.org/10.1080/10803548.2025.2596518","url":null,"abstract":"<p><p><i>Objectives</i>. The health and safety (H&S) commitment level among construction project clients often remains minimal. Therefore, there is a need for a structured framework that delineates actionable strategies to enhance clients' commitment to H&S. This study identified drivers for enhancing clients' commitment to H&S and further developed a guiding framework to enhance clients' commitment to H&S. <i>Methods</i>. The study employed a qualitative research design, utilizing a structured interview guide to gather data purposively from 22 professionals. Thematic analysis was used to analyse the textual data, and Pareto analysis was conducted to prioritize the identified critical and non-critical drivers. <i>Results</i>. The identified critical drivers were health and safety regulations reform, cost savings and reduced expenses, risk management and liability reduction, effective stakeholder engagement, strong relationships between clients and contractors, clients' health and safety education, and high expectations from project stakeholders. The framework revealed that education, monitoring and innovation foster clients' accountability and ensure sustained H&S performance. <i>Conclusion</i>. The study informs clients about effective strategies for integrating H&S concerns into their decision-making. The framework also serves as a basis for policy recommendations, providing data-driven insights into the development of regulations and guidelines for enhancing clients' commitment to H&S.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1-15"},"PeriodicalIF":1.6,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145769567","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}
This study examines the interplay of weave patterns, picks per inch (PPI) and key performance metrics including heat protective performance (HPP), air permeability, thermal resistance and water vapor transmission rate (WVTR). Three weave structures (twill, sateen and honeycomb) using Nomex-IIIA yarn were tested. Heat flux of 80 ± 2 kW/m2 was applied, combining flame and radiative heat. The honeycomb weave exhibited superior heat protection compared to twill and sateen. HPP increased by approximately 24% with the PPI rising from 40 to 64. Air permeability and thermal conductivity decreased by roughly 50% and 38%, respectively, with increasing PPI. Sateen and twill showed similar trends. WVTR increased with PPI up to 52, then declined. Overall, higher PPI enhanced HPP for all weave structures, with the honeycomb structure showing the best performance. Thermal conductivity and air permeability decreased as PPI increased due to the greater compactness in these three fabrics.
{"title":"Evaluating the performance of the outer layer of extreme heat protective clothing using different woven structures.","authors":"Rochak Rathour, Md Jawad Ibn Amin, Md Azharul Islam, Apurba Das, Ramasamy Alagirusamy","doi":"10.1080/10803548.2025.2468156","DOIUrl":"10.1080/10803548.2025.2468156","url":null,"abstract":"<p><p>This study examines the interplay of weave patterns, picks per inch (PPI) and key performance metrics including heat protective performance (HPP), air permeability, thermal resistance and water vapor transmission rate (WVTR). Three weave structures (twill, sateen and honeycomb) using Nomex-IIIA yarn were tested. Heat flux of 80 ± 2 kW/m<sup>2</sup> was applied, combining flame and radiative heat. The honeycomb weave exhibited superior heat protection compared to twill and sateen. HPP increased by approximately 24% with the PPI rising from 40 to 64. Air permeability and thermal conductivity decreased by roughly 50% and 38%, respectively, with increasing PPI. Sateen and twill showed similar trends. WVTR increased with PPI up to 52, then declined. Overall, higher PPI enhanced HPP for all weave structures, with the honeycomb structure showing the best performance. Thermal conductivity and air permeability decreased as PPI increased due to the greater compactness in these three fabrics.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"954-962"},"PeriodicalIF":1.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143568534","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}
Pub Date : 2025-12-01Epub Date: 2025-04-03DOI: 10.1080/10803548.2025.2480934
Ullas U Nayak, Shivanath Shanbhag, Nitika C Panakkal, Vennila J, Sidhiprada Mohapatra
Trial registration: Clinical Trials Registry - India identifier: CTRI/2021/09/036992.
试验注册:临床试验注册--印度标识符:CTRI/2021/09/036992.
{"title":"Predictive modeling of presenteeism among radiographers: a secondary analysis of comprehensive data using Bayesian neural network.","authors":"Ullas U Nayak, Shivanath Shanbhag, Nitika C Panakkal, Vennila J, Sidhiprada Mohapatra","doi":"10.1080/10803548.2025.2480934","DOIUrl":"10.1080/10803548.2025.2480934","url":null,"abstract":"<p><strong>Trial registration: </strong>Clinical Trials Registry - India identifier: CTRI/2021/09/036992.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1155-1165"},"PeriodicalIF":1.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143774478","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}
Pub Date : 2025-12-01Epub Date: 2025-04-04DOI: 10.1080/10803548.2025.2482317
Bing Wang, Yuanjie Wang, Yan Gong, Zhiyong Shi
Accidents such as collapses, fires, explosions and mechanical injuries occur frequently in cement manufacturing plants. Understanding the causes of past accidents is essential to prevent future incidents and reduce safety risks. Hence, this article analyzes cement accident cases based on a unified report analysis framework. By integrating text mining technology, the article identifies patterns in cement production accidents and establishes a cement accident causation analysis model to support safety management decisions. First, 245 accident records were categorized using the latent Dirichlet allocation model to identify causal factors. Subsequently, a systematic accident causal analysis based on the 24Model was proposed to establish a unified report framework. An improved Apriori algorithm was then developed for multidimensional, multilayer correlation rule mining in cement enterprises, enhancing text mining efficiency. By applying this algorithm, the study quantitatively analyzed correlations between accident types, causative factors and their interactions. Finally, targeted safety management recommendations were formulated.
{"title":"Text mining and association rules-based analysis of 245 cement production accidents in a cement manufacturing plant.","authors":"Bing Wang, Yuanjie Wang, Yan Gong, Zhiyong Shi","doi":"10.1080/10803548.2025.2482317","DOIUrl":"10.1080/10803548.2025.2482317","url":null,"abstract":"<p><p>Accidents such as collapses, fires, explosions and mechanical injuries occur frequently in cement manufacturing plants. Understanding the causes of past accidents is essential to prevent future incidents and reduce safety risks. Hence, this article analyzes cement accident cases based on a unified report analysis framework. By integrating text mining technology, the article identifies patterns in cement production accidents and establishes a cement accident causation analysis model to support safety management decisions. First, 245 accident records were categorized using the latent Dirichlet allocation model to identify causal factors. Subsequently, a systematic accident causal analysis based on the 24Model was proposed to establish a unified report framework. An improved Apriori algorithm was then developed for multidimensional, multilayer correlation rule mining in cement enterprises, enhancing text mining efficiency. By applying this algorithm, the study quantitatively analyzed correlations between accident types, causative factors and their interactions. Finally, targeted safety management recommendations were formulated.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"1201-1215"},"PeriodicalIF":1.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143781456","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}
Objectives. This study aimed to assess the impact of remote work on the mental well-being of employees and to identify factors influencing levels of anxiety, depression and stress. Methods. The study employed surveys and data analysis involving 1002 remote employees from various companies. A diverse range of statistical analyses, including correlation, regression and multivariate analysis, was employed to scrutinize the data. Results. Employees with children exhibited a higher job satisfaction level (with children M 7.5, without children M 6.8; p < 0.05). Women (M 5.2) displayed a statistically higher level of anxiety compared to men (M 4.5) (p < 0.05). Employees with more than 10 years of remote work experience (M 4.2) had lower levels of anxiety and depression than those with less than 2 years of experience (M 6.0) (p < 0.05). Men (M 4.5) reported lower stress levels than women (M 5.2) (p < 0.05). Disparities in job satisfaction were observed between information technology specialists (M 8.5) and marketers (M 7.2) (p < 0.05). Employees with higher education (M 8.0) exhibited lower levels of anxiety and depression compared to employees with secondary education (M 7.2) (p < 0.05). Conclusions. The findings underscore the significance of considering individual and professional factors in the management of remote employees' mental well-being.
目标。本研究旨在评估远程工作对员工心理健康的影响,并确定影响焦虑、抑郁和压力水平的因素。方法。该研究对来自不同公司的1002名远程员工进行了调查和数据分析。采用了各种统计分析,包括相关分析、回归分析和多变量分析来仔细检查数据。结果。有子女员工的工作满意度较高(有子女7.5分,无子女6.8分;p M 5.2)的焦虑水平比男性(M 4.5) (p M 4.2)高,焦虑和抑郁水平比工作经验不足2年的员工(M 6.0) (p M 4.5)低,压力水平比女性(M 5.2) (p M 8.5)和市场营销人员(p M 7.2) (p M 8.0)的焦虑和抑郁水平比受过中等教育的员工(M 7.2)低(p M 8.0) (p M结论)。研究结果强调了在远程员工心理健康管理中考虑个人和专业因素的重要性。
{"title":"Impact of individual and professional factors on the mental health of employees working remotely: Russian companies' evidence.","authors":"Tatyana Sakharova, Andrey Sivkov, Sergey Sivkov, Natalya Chernus, Yuliya Tikhonova","doi":"10.1080/10803548.2025.2484074","DOIUrl":"10.1080/10803548.2025.2484074","url":null,"abstract":"<p><p><i>Objectives</i>. This study aimed to assess the impact of remote work on the mental well-being of employees and to identify factors influencing levels of anxiety, depression and stress. <i>Methods</i>. The study employed surveys and data analysis involving 1002 remote employees from various companies. A diverse range of statistical analyses, including correlation, regression and multivariate analysis, was employed to scrutinize the data. <i>Results</i>. Employees with children exhibited a higher job satisfaction level (with children <i>M</i> 7.5, without children <i>M</i> 6.8; <i>p</i> < 0.05). Women (<i>M</i> 5.2) displayed a statistically higher level of anxiety compared to men (<i>M</i> 4.5) (<i>p</i> < 0.05). Employees with more than 10 years of remote work experience (<i>M</i> 4.2) had lower levels of anxiety and depression than those with less than 2 years of experience (<i>M</i> 6.0) (<i>p</i> < 0.05). Men (<i>M</i> 4.5) reported lower stress levels than women (<i>M</i> 5.2) (<i>p</i> < 0.05). Disparities in job satisfaction were observed between information technology specialists (<i>M</i> 8.5) and marketers (<i>M</i> 7.2) (<i>p</i> < 0.05). Employees with higher education (<i>M</i> 8.0) exhibited lower levels of anxiety and depression compared to employees with secondary education (<i>M</i> 7.2) (<i>p</i> < 0.05). C<i>onclusions.</i> The findings underscore the significance of considering individual and professional factors in the management of remote employees' mental well-being.</p>","PeriodicalId":47704,"journal":{"name":"International Journal of Occupational Safety and Ergonomics","volume":" ","pages":"925-934"},"PeriodicalIF":1.6,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144054388","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}