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Predictive modeling of presenteeism among radiographers: a secondary analysis of comprehensive data using Bayesian neural network. 放射技师出勤的预测建模:使用贝叶斯神经网络对综合数据的二次分析。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-04-03 DOI: 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.
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引用次数: 0
Text mining and association rules-based analysis of 245 cement production accidents in a cement manufacturing plant. 基于文本挖掘和关联规则的某水泥厂245起水泥生产事故分析
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-04-04 DOI: 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.

水泥生产厂经常发生坍塌、火灾、爆炸和机械伤害等事故。了解以往事故的原因对于预防未来事故和降低安全风险至关重要。因此,本文基于统一的报告分析框架对水泥事故案例进行分析。文章结合文本挖掘技术,找出水泥生产事故的规律,建立水泥事故因果分析模型,为安全管理决策提供支持。首先,利用潜狄利克特分配模型对 245 条事故记录进行了分类,以确定成因。随后,提出了基于 24Model 的系统事故因果分析方法,建立了统一的报告框架。然后开发了一种改进的 Apriori 算法,用于水泥企业多维多层关联规则挖掘,提高了文本挖掘效率。通过应用该算法,研究定量分析了事故类型、致因因素及其相互作用之间的相关性。最后,提出了有针对性的安全管理建议。
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引用次数: 0
Impact of individual and professional factors on the mental health of employees working remotely: Russian companies' evidence. 个人和专业因素对远程工作员工心理健康的影响:俄罗斯公司的证据。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-04-11 DOI: 10.1080/10803548.2025.2484074
Tatyana Sakharova, Andrey Sivkov, Sergey Sivkov, Natalya Chernus, Yuliya Tikhonova

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。
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引用次数: 0
Personality traits and organizational influences on safety-awareness. 人格特质与组织对安全意识的影响。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-08-30 DOI: 10.1080/10803548.2025.2540185
Fanni Vasvári, Márta Juhász, Dalma Geszten

This study examined which personality traits and organizational factors are relevant in predicting safety-awareness behavior among physical workers. Data for this study were obtained from a Hungarian electricity company characterized as a high-risk organization (N = 588). An empirical illustration is provided using structural equation modeling (SEM) analysis. The results show that five personality traits (compliance, self-discipline, openness, cognitive complexity, cognitive failure) of physical workers have a direct impact on their safety-awareness. Further, the study found two organizational factors (error-handling, positive work environment) that indirectly affect the relationship between physical workers' personality traits and their safety-awareness. The findings demonstrate that all factors have a greater direct than indirect effect and, from all factors, compliance has the greatest indirect effect on safety-awareness. In addition, the third organizational factor studied (perceived safety) has no direct or indirect effect on safety-awareness. The theoretical and practical implications and applicability of these findings are discussed.

本研究考察了哪些人格特质和组织因素与预测体力劳动者的安全意识行为有关。本研究的数据来自一家高风险组织(N = 588)的匈牙利电力公司。利用结构方程模型(SEM)进行了实证分析。结果表明,体力劳动者的遵从性、自律性、开放性、认知复杂性、认知失败五种人格特征对其安全意识有直接影响。此外,研究发现两个组织因素(错误处理、积极的工作环境)间接影响体力劳动者人格特质与安全意识之间的关系。研究结果表明,所有因素的直接影响大于间接影响,在所有因素中,依从性对安全意识的间接影响最大。此外,研究的第三个组织因素(感知安全)对安全意识没有直接或间接的影响。讨论了这些发现的理论和实践意义及其适用性。
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引用次数: 0
Prevalence of work-related musculoskeletal complaints among surgeons in Saudi Arabia. 沙特阿拉伯外科医生中与工作相关的肌肉骨骼疾病的患病率。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-03-24 DOI: 10.1080/10803548.2025.2471694
Ahmed Saad Al Zomia, Tariq Ali Al Mufarrih, Asmaa Saad Habbash, Abdulrahman Saeed Alshahrani, Iffat Elbarazi, Abdulrahman Mohammed Almofareh, Mosab Abdulaziz Deajim, Rayan Mohammed Alshehri, Salaheddine Bendak, Abdulrhman Mohammed Alqarni, Faisal M Faye, Ali Abdullah Alqahtani, Abdullah Hassan Asiri, Ramy Mohamed Ghazy

Objectives: Surgeons, like other healthcare providers, are susceptible to work-related musculoskeletal complaints (WMSCs). This study aimed to assess the prevalence of WMSCs including musculoskeletal injuries among surgeons in Saudi Arabia and identify predisposing factors contributing to these complaints.

Methods: An anonymous online cross-sectional survey was conducted and descriptive statistics, Pearson's χ2 test, Fisher's exact test, ϕ coefficient and Cramér's V test were used to analyze the data.

Results: A total of 316 surgeons participated, of whom 63% were aged between 21 and 40 years, 40.2% were female, 61.7% were not married and 82.3% were in full-time practice. Of the surveyed surgeons, 65.5% complained of musculoskeletal symptoms including 15.2% who reported having musculoskeletal injuries. Position, years of experience and duration of daily practice were significantly associated with musculoskeletal injuries. There was no significant difference between male and female surgeons in developing musculoskeletal injuries; however, a higher proportion of females, compared to males, were thinking of retirement because of these symptoms.

Conclusions: A considerable proportion of surgeons reported experiencing WMSCs and injuries that negatively affected their work performance. This may lead some to consider early retirement. Based on the results, suggestions to minimize WMSCs among surgeons are presented.

目的:外科医生,像其他医疗保健提供者一样,易患与工作相关的肌肉骨骼疾病(WMSCs)。本研究旨在评估沙特阿拉伯外科医生中WMSCs包括肌肉骨骼损伤的患病率,并确定导致这些投诉的易感因素。方法:采用匿名在线横断面调查,采用描述性统计、Pearson χ2检验、Fisher精确检验、ϕ系数和cramsamr’s V检验对数据进行分析。结果:共有316名外科医生参与,其中年龄在21 ~ 40岁之间的占63%,女性占40.2%,未婚占61.7%,全职占82.3%。在接受调查的外科医生中,65.5%的人抱怨肌肉骨骼症状,其中15.2%的人报告肌肉骨骼损伤。体位、经验的年数和日常练习的持续时间与肌肉骨骼损伤显著相关。男性和女性外科医生在发生肌肉骨骼损伤方面无显著差异;然而,与男性相比,由于这些症状而考虑退休的女性比例更高。结论:相当大比例的外科医生报告经历了WMSCs和损伤,这对他们的工作表现产生了负面影响。这可能会导致一些人考虑提前退休。在此基础上,提出了减少外科医生间充质干细胞的建议。
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引用次数: 0
Aspects affecting the health and safety management and the implementation of measures to reduce vibration exposure in industry. 影响健康和安全管理的方面以及减少工业中振动暴露的措施的实施。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-03-24 DOI: 10.1080/10803548.2025.2469998
Karin Fisk, Åsa Ek

Hand-held power tools with high levels of vibration can give rise to hand-arm vibration syndrome, involving chronic nerve and vascular damage. The objective of this study was to identify aspects that could affect the implementation and future use of low-vibration tools in four types of industries: construction, quarrying, steelworks and dental laboratories. Field visits including observations and interviews were conducted in six organizations. Results showed a need to increase knowledge and awareness of vibration exposure and risks in the organizations, as well as a need for increased communication on the topic. Aspects affecting implementation were also user acceptance of new tools (to overcome fear of changes in craftsmanship and conservatism), having a clear and consistent leadership for change with great commitment, and manufacturers ensuring availability of low-vibrating tools. Implementation requires well-thought-out change processes with worker involvement. Customer demand for low-vibrating tools is needed for tool development and supply.

高强度振动的手持电动工具会引起手臂振动综合症,包括慢性神经和血管损伤。这项研究的目的是确定可能影响低振动工具在建筑、采石、钢铁厂和牙科实验室等四类行业的实施和未来使用的方面。在六个组织进行了实地访问,包括观察和访谈。结果表明,需要增加组织中对振动暴露和风险的知识和意识,以及需要增加关于该主题的沟通。影响实现的方面还包括用户对新工具的接受度(克服对工艺和保守性变化的恐惧),对变化有明确和一致的领导,以及制造商确保低振动工具的可用性。实现需要经过深思熟虑的变更过程和员工的参与。客户对低振动刀具的需求是刀具开发和供应的需要。
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引用次数: 0
A study on the functional design and comfort of knee pads for delivery workers. 快递员护膝的功能设计与舒适性研究。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-04-04 DOI: 10.1080/10803548.2025.2474827
Wanwan Wang, Mengmeng Zhao

In this study, four types of functional knee pads with structure partitions were designed for delivery workers based on leg movement patterns during delivery. By selecting three characteristic points of the knee, experiments were conducted with the subjects to objectively analyze the effects of the knee pads with different fabrics on thermal and pressure comfort. The results showed that the structural partition of the knee pads with different fabrics had a significant effect on temperature; sample 3 had the highest temperature at the end of the experiment, which increased by 0.69 °C. At the same time, in the pressure comfort experiment, at the same test point the pressure on the knee at three bending angles gradually increases with the bending angle. The zonal structural design of knee pads can protect delivery workers' knee joints more effectively, which holds significant value for the design of functional knee pads.

本研究根据分娩过程中的腿部运动模式,为分娩工人设计了四种带结构分区的功能性护膝。通过选取膝盖的三个特征点,对受试者进行实验,客观分析了不同面料的护膝对热舒适性和压力舒适性的影响。结果显示,不同面料护膝的结构分区对温度有显著影响;样本 3 在实验结束时温度最高,上升了 0.69 °C。同时,在压力舒适性实验中,在同一测试点,膝关节在三个弯曲角度的压力随着弯曲角度的增加而逐渐增大。护膝的分区结构设计能更有效地保护分娩工人的膝关节,对功能性护膝的设计具有重要价值。
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引用次数: 0
People as interconnected beings: the impact of leader and colleague safety consciousness on employee safety performance from the perspective of social interaction. 人作为相互联系的存在:社会互动视角下领导和同事安全意识对员工安全绩效的影响
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-04-18 DOI: 10.1080/10803548.2025.2487356
Yuanyuan Liu, Yueyue Zhang, Yu Zhang, Chunyang Huo, Xingyu Zhou, Pingqing Liu, Jizu Li

Safety performance, a critical metric directly linked to employees' well-being and property protection, serves as a cornerstone in advancing modern productive forces. Grounded in social interaction theory, this study employed a survey-based method and hierarchical regression analysis to explore the mechanism of how leader and colleague safety consciousness affect employee safety performance. Analyzing survey data from 535 questionnaires, the following research results were obtained: leader and colleague safety consciousness has a positive impact on employee safety performance; safety role identification plays a positive mediating role between leader and colleague safety consciousness and employee safety performance; the leader-member exchange relationship positively moderates the relationship between leader safety consciousness and safety role identification, and positively moderates the mediating role of safety role identification; and the team-member exchange relationship positively moderates the relationship between colleague safety consciousness and safety role identification, and positively moderates the mediating role of safety role identification.

安全绩效是直接关系到员工福祉和财产保护的重要指标,是推动现代生产力发展的基石。本研究以社会互动理论为基础,采用问卷调查法和层次回归分析,探讨领导和同事安全意识对员工安全绩效的影响机制。通过对535份问卷调查数据的分析,得出以下研究结果:领导和同事安全意识对员工安全绩效有正向影响;安全角色认同在领导、同事安全意识与员工安全绩效之间起正向中介作用;领导-成员交换关系正向调节领导安全意识与安全角色认同的关系,正向调节安全角色认同的中介作用;团队成员交换关系正向调节同事安全意识与安全角色认同的关系,正向调节安全角色认同的中介作用。
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引用次数: 0
Workplace hazards and compliance with OHS regulations among certified refrigeration and air conditioning technicians in Manila, Philippines. 菲律宾马尼拉经认证的制冷和空调技术人员的工作场所危害和OHS法规遵守情况。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-08-21 DOI: 10.1080/10803548.2025.2491209
Maraida S Licerio, Vivien Fe Fadrilan-Camacho, Victorio C Molina, Nona Rachel C Mira, Emmanuel S Baja

Objectives: This study assessed the association between knowledge of workplace hazards and perceived compliance with occupational health and safety (OHS) regulations among certified refrigeration and air conditioning (RAC) technicians.

Methods: A cross-sectional survey was conducted from June to December 2021. The study ascertained from 204 technicians their knowledge of workplace hazards and perceived compliance with OHS regulations using a self-administered questionnaire. In addition, the association between the technician's knowledge of workplace hazards and their perceived compliance with OHS was estimated using Poisson regression models with log-link, adjusted for confounding factors. Effect size estimates were expressed as crude (cPR) and adjusted (aPR) prevalence ratios with 95% confidence interval (CI).

Results: With a 75% workplace hazards benchmark for RAC technicians, the crude and adjusted model analysis (cPR 1.75; 95% CI [1.39, 2.21]; p < 0.001) and 58% (aPR 1.58; 95% CI [1.23, 2.04]; p < 0.001), respectively, indicated a likelihood of perceiving themselves as compliant with OHS regulations compared to RAC technicians with average and below-average industry knowledge of workplace hazards.

Conclusion: With knowledge of workplace hazards likely influencing certified RAC technicians, its integration into the technical and vocational education and training (TVET) curriculum as a competency may strengthen OHS compliance.

目的:本研究评估了经认证的制冷和空调(RAC)技术人员对工作场所危害的了解与对职业健康和安全(OHS)法规的遵守之间的关系。方法:于2021年6月至12月进行横断面调查。该研究确定了204名技术人员对工作场所危害的了解,并使用自我管理的问卷调查OHS法规的依从性。此外,技术人员对工作场所危害的知识与他们对职业健康安全的感知依从性之间的关系使用对数链接的泊松回归模型进行了估计,并对混杂因素进行了调整。效应大小估计值以95%置信区间(CI)的粗患病率(cPR)和校正患病率(aPR)表示。结果:RAC技术人员的工作场所危害基准为75%,粗糙和调整后的模型分析(cPR 1.75; 95% CI [1.39, 2.21]; p p)结论:由于工作场所危害知识可能影响获得认证的RAC技术人员,将其作为一种能力纳入技术和职业教育与培训(TVET)课程可以加强OHS合规性。
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引用次数: 0
Enhancing safety and comfort in a microbiology teaching laboratory: a case study. 提高微生物学教学实验室的安全性和舒适性:个案研究。
IF 1.6 4区 医学 Q3 ERGONOMICS Pub Date : 2025-12-01 Epub Date: 2025-09-06 DOI: 10.1080/10803548.2025.2548697
Tamer Yousif, Lina Jamil M Abdel-Hafez, Maha Shawqi, Alaa F Elsayed, Dina H Amin

Laboratory safety is a critical priority in educational institutions, particularly in microbiology laboratories where infectious disease diagnosis requires strict protocols. Contaminated personnel can unknowingly transmit pathogens beyond the laboratory, posing public health risks. This study explores strategies to enhance safety in a microbiology laboratory at an Egyptian university. A multidisciplinary team of microbiology and design experts collaborated to redesign the laboratory, addressing contamination risks and improving safety and comfort. The process included identifying hazards, redesigning the layout with appropriate materials and testing effectiveness through microbiological culturing. Results showed that epoxy surfaces had superior resistance to bacterial colonization compared to traditional marble surfaces. These findings suggest that material selection plays a crucial role in laboratory safety. Incorporating epoxy surfaces can significantly reduce contamination risks, contributing to a safer environment for students and staff. This study underscores the importance of evidence-based design in optimizing microbiology laboratory safety.

实验室安全是教育机构的一个关键优先事项,特别是在传染病诊断需要严格规程的微生物实验室。受污染的人员可能在不知情的情况下将病原体传播到实验室以外,造成公共卫生风险。本研究探讨了提高埃及一所大学微生物实验室安全性的策略。一个由微生物学和设计专家组成的多学科团队合作重新设计了实验室,解决了污染风险,提高了安全性和舒适性。该过程包括识别危害,用合适的材料重新设计布局,并通过微生物培养测试有效性。结果表明,与传统大理石表面相比,环氧树脂表面具有更好的抗细菌定植能力。这些发现表明,材料选择在实验室安全中起着至关重要的作用。结合环氧树脂表面可以显著降低污染风险,为学生和员工创造更安全的环境。本研究强调了循证设计在优化微生物实验室安全中的重要性。
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引用次数: 0
期刊
International Journal of Occupational Safety and Ergonomics
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