An Assessment of Interventions to Improve Underground Coal Miners’ Ability to Self-Escape Using Human-Centered Design Methods

IF 1.5 4区 工程技术 Q3 METALLURGY & METALLURGICAL ENGINEERING Mining, Metallurgy & Exploration Pub Date : 2024-09-09 DOI:10.1007/s42461-024-01067-2
Eugene A. Gyawu, Danise A. Baker, Kwame Awuah-Offei
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Abstract

The literature lacks analysis of human systems integration approaches for self-escape in mining. This research aimed to gather feedback from miners to identify technological interventions that could support their ability to perform critical self-escape tasks. We solicited feedback on the usefulness of 21 proposed interventions to improve confidence in self-escape knowledge, skills, and abilities (KSAs) and evaluate relationships between the interventions and specific demographic parameters of miners. We also analyzed decisions by miners to shelter in place or escape in an underground coal mine fire emergency in relation to how miners’ decisions affect the perceived usefulness of the interventions. This research utilizes a novel scenario-based survey to collect feedback from 116 miners. The results show that the miners ranked interventions related to self-contained self-rescuers (SCSRs) and refuge alternatives (RAs) as the most useful. Surprisingly, the demographic variables we examined did not differentially affect the perceived usefulness of the 21 interventions. Interestingly, participants who reported they would shelter-in-place (~ 48%) also thought all 21 interventions were more useful, with 11 out of 21 being statistically significantly higher at a 0.05 significance level. Future research will directly apply the results of this study to a series of proof of concept and prototype studies aimed at improving self-escape interventions through human systems integration.

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利用以人为本的设计方法评估提高井下煤矿工人自我逃生能力的干预措施
文献中缺乏对矿业中自我逃生的人类系统集成方法的分析。这项研究旨在收集矿工的反馈意见,以确定能够支持他们执行关键自我逃生任务的技术干预措施。我们就 21 项建议干预措施的实用性征求了反馈意见,以提高矿工对自我逃生知识、技能和能力(KSAs)的信心,并评估了干预措施与矿工特定人口统计参数之间的关系。我们还分析了矿工在煤矿井下火灾紧急情况下就地避难或逃生的决定,以及矿工的决定如何影响干预措施的有用性。这项研究利用新颖的情景调查收集了 116 名矿工的反馈意见。结果表明,矿工们认为与自给式自救器(SCSR)和避难选择(RA)相关的干预措施最有用。令人惊讶的是,我们研究的人口统计学变量并未对 21 项干预措施的有用性产生不同影响。有趣的是,自称会就地避难的参与者(约占 48%)也认为所有 21 项干预措施都更有用,在 0.05 的显著性水平下,21 项干预措施中有 11 项的有用性明显更高。未来的研究将直接把本研究的结果应用到一系列概念验证和原型研究中,旨在通过人类系统集成改进自我逃生干预措施。
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来源期刊
Mining, Metallurgy & Exploration
Mining, Metallurgy & Exploration Materials Science-Materials Chemistry
CiteScore
3.50
自引率
10.50%
发文量
177
期刊介绍: The aim of this international peer-reviewed journal of the Society for Mining, Metallurgy & Exploration (SME) is to provide a broad-based forum for the exchange of real-world and theoretical knowledge from academia, government and industry that is pertinent to mining, mineral/metallurgical processing, exploration and other fields served by the Society. The journal publishes high-quality original research publications, in-depth special review articles, reviews of state-of-the-art and innovative technologies and industry methodologies, communications of work of topical and emerging interest, and other works that enhance understanding on both the fundamental and practical levels.
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