Prevalence of Musculoskeletal Disorders and its Impact on Lost Production Days among Industrial Workers: A Data Analytics Approach

A. Ranjan, Yanxiao Zhao
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Abstract

Health and safety of workers in the industrial environment remained a concern, and providing a safe work culture is top priority of the management. Mining Industry being one of the high-stress workplace witness different occupational health and safety issues. In this work, we envisioned a healthy work environment for the mining workforce and carried out detailed data analytics on accident, illness and injury dataset covering a total of 13 years of history from 2005-2017. Our results show that Work-related musculoskeletal disorder (WMSD) remained the most frequent health issues which further caused an average of 51 lost workdays and a maximum of 900 lost production days. Furthermore, individual analysis on the miners body part affected due to WMSDs shows that shoulder is most suffered followed by knee with an average of 77 and 57 lost workdays respectively, whereas back remained the most suffering body part in the entire dataset leading to an average of 48 lost workdays. In addition, underground mine operations witness more WMSDs in total than surface mines and mill or preparation plants. The findings reported will be useful to find out the factors leading to WMSDs at mining workplace and adopt preventive measures and introducing new alternative technologies considering automation at workplace.
肌肉骨骼疾病的患病率及其对产业工人生产损失日的影响:数据分析方法
工业环境中工人的健康和安全仍然是一个令人关切的问题,提供安全的工作文化是管理层的首要任务。采矿业是高压力工作场所之一,面临着不同的职业健康和安全问题。在这项工作中,我们为采矿工人设想了一个健康的工作环境,并对2005年至2017年共13年的事故、疾病和伤害数据集进行了详细的数据分析。我们的研究结果表明,与工作相关的肌肉骨骼疾病(WMSD)仍然是最常见的健康问题,这进一步导致平均损失51个工作日,最多损失900个生产日。此外,对受WMSDs影响的矿工身体部位的个体分析显示,肩部受影响最大,其次是膝盖,平均分别损失77天和57个工作日,而背部仍然是整个数据集中最受影响的身体部位,平均损失48个工作日。此外,地下矿山的wmsd总量比露天矿山和磨厂或制品厂要多。所报告的调查结果将有助于找出导致采矿工作场所产生水俣事故的因素,并采取预防措施和采用新的替代技术,考虑到工作场所的自动化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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