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Wearable Sensors and Their Metrics for Measuring Comprehensive Occupational Fatigue: A Scoping Review

机译:可穿戴传感器及其用于测量综合职业疲劳的指标:范围回顾

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Extensive research has been conducted to study the effects of physical and sleep related fatigue on occupational health and safety. However, fatigue is a complex multidimensional construct, that is task- and occupation-dependent, and our knowledge on how to measure this complex construct is limited. A scoping review was conducted to: 1) review sensors and their metrics currently employed in occupational fatigue studies, 2) identify overlap between sensors and associated metrics that can be leveraged to assess comprehensive fatigue, 3) investigating the effectiveness of the sensors/metrics, and 4) recommended potential sensor/metric combinations to evaluate comprehensive fatigue. 512 unique abstracts were identified through Ovid-MEDLINE, MEDLINE, Embase and Cinal databases and application of the inclusion/exclusion criteria resulted in 27 articles that were included for the review. Heart rate sensors and actigraphs were identified to be the most suitable devices to study comprehensive fatigue. Heart rate trend within the heart rate sensor, and sleep length and sleep efficiency within actigraphs were found to be the most popular and reliable metrics for measuring occupational fatigue.
机译:已经进行了广泛的研究来研究与身体和睡眠有关的疲劳对职业健康和安全的影响。但是,疲劳是一个复杂的多维结构,它依赖于任务和职业,因此我们对如何测量这种复杂结构的知识是有限的。进行了范围界定审查,以:1)审查当前在职业疲劳研究中使用的传感器及其度量,2)识别传感器和相关度量之间的重叠,这些重叠可用于评估综合疲劳,3)调查传感器/度量的有效性,和4)建议使用潜在的传感器/度量组合来评估综合疲劳。通过Ovid-MEDLINE,MEDLINE,Embase和Cinal数据库鉴定了512个独特摘要,纳入/排除标准的应用导致27篇文章被纳入综述。心率传感器和心电图仪被认为是研究综合疲劳的最合适设备。发现心率传感器内的心率趋势,活动记录仪内的睡眠时间和睡眠效率是衡量职业疲劳的最流行和最可靠的指标。

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