Reducing musculoskeletal disorders in iron ore mine operators: A fuzzy-based intervention approach.

IF 1.7 4区 医学 Q3 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Work-A Journal of Prevention Assessment & Rehabilitation Pub Date : 2024-01-01 DOI:10.3233/WOR-230489
Rahul Upadhyay, Ashish Kumar, Ashis Bhattacherjee, Aditya Kumar Patra, Nearkasen Chau
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Abstract

Background: This study focuses on evaluating the exposure to whole-body vibration (WBV) and association of musculoskeletal disorders (MSDs) with various risk factors among dumper operators in the mining industry. Despite the issue's significance, prior research has been limited.

Objective: The study introduces a novel fuzzy-based approach for identifying, selecting, and prioritizing safety measures to mitigate MSD risks.

Methods: Data collection comprised face-to-face interviews, anthropometric measurements, Rapid Upper Limb Assessment (RULA) scoring for posture assessment, and the Nordic Musculoskeletal questionnaire for assessment of MSD prevalence. Multiple linear and logistic regression models were used to analyse the contributing risk factors to MSDs and WBV exposure. These risk factors formed the basis for a practical approach to select appropriate safety measures based on fuzzy based aggregation method of expert's judgment aimed at mitigating the risk of MSDs.

Results: The results revealed that the risk factors such as poor work posture, WBV exposure and poor seat design were significantly associated with neck (adjusted odds ratio aOR = 4.81), upper limb and shoulder (aOR = 3.28), upper back (aOR = 5.09), and lower back pain (aOR = 3.67) at p < 0.05. Using these factors to formulate safety measures to reduce MSD risk, the minimization of sharp turns and abrupt changes in elevation in designing the haul roads, scheduled maintenance practices, and ergonomic seat design were found as important safety measures in this study.

Conclusion: Our unique methodological approach in occupational health research could be highly beneficial for tailoring safety measures at the unit level with minimal effort.

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减少铁矿操作人员的肌肉骨骼疾病:基于模糊的干预方法
背景:本研究的重点是评估采矿业翻斗车操作员暴露于全身振动(WBV)的情况以及肌肉骨骼疾病(MSDs)与各种风险因素的关联。尽管这一问题非常重要,但之前的研究却非常有限:本研究介绍了一种新颖的基于模糊的方法,用于识别、选择和优先考虑安全措施,以降低 MSD 风险:数据收集包括面对面访谈、人体测量、用于姿势评估的快速上肢评估(RULA)评分以及用于评估 MSD 患病率的北欧肌肉骨骼调查问卷。采用多元线性和逻辑回归模型分析了导致 MSD 和暴露于 WBV 的风险因素。这些风险因素构成了一种实用方法的基础,该方法基于专家判断的模糊聚合法来选择适当的安全措施,旨在降低 MSDs 风险:结果显示,不良工作姿势、WBV 暴露和不良座椅设计等风险因素与颈部疼痛(调整后几率 aOR = 4.81)、上肢和肩部疼痛(aOR = 3.28)、上背部疼痛(aOR = 5.09)和下背部疼痛(aOR = 3.67)显著相关,P < 0.05。本研究发现,利用这些因素制定安全措施以降低 MSD 风险、在设计运输道路时尽量减少急转弯和海拔的突然变化、定期维护实践以及符合人体工程学的座椅设计都是重要的安全措施:我们在职业健康研究方面所采用的独特方法,对于在单位层面量身定制安全措施大有裨益。
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来源期刊
Work-A Journal of Prevention Assessment & Rehabilitation
Work-A Journal of Prevention Assessment & Rehabilitation PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
3.00
自引率
30.40%
发文量
739
期刊介绍: WORK: A Journal of Prevention, Assessment & Rehabilitation is an interdisciplinary, international journal which publishes high quality peer-reviewed manuscripts covering the entire scope of the occupation of work. The journal''s subtitle has been deliberately laid out: The first goal is the prevention of illness, injury, and disability. When this goal is not achievable, the attention focuses on assessment to design client-centered intervention, rehabilitation, treatment, or controls that use scientific evidence to support best practice.
期刊最新文献
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