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使用通用睡眠评分算法和设备特定的唤醒阈值比较 GENEActiv 和 Actiwatch-2 在七晚的表现。

Comparing GENEActiv against Actiwatch-2 over Seven Nights Using a Common Sleep Scoring Algorithm and Device-Specific Wake Thresholds.

机构信息

Melbourne School of Psychological Sciences, The University of Melbourne, Parkville, Australia.

Orygen, Parkville, Australia.

出版信息

Behav Sleep Med. 2022 Jul-Aug;20(4):369-379. doi: 10.1080/15402002.2021.1924175. Epub 2021 Jun 5.

DOI:10.1080/15402002.2021.1924175
PMID:34096407
Abstract

Demonstrating inter-device reliability is essential to use devices interchangeably, and accurately integrate, interpret, or compare data from different actigraphs. Despite this, there is a paucity of comparative literature over a timeframe exceeding one night. The aims of this study were to determine an optimal wake threshold for GENEActiv and to evaluate the concordance between Actiwatch-2 and GENEActiv using a common algorithm (Phillips Respironics). Data were collected from 33 individuals (20 female) aged 20-35 years (= 25.33, 4.69) across a total 213 nights. Participants wore both devices simultaneously and continuously for seven days. The sleep parameters of interest were: total sleep time, sleep efficiency, sleep onset latency, and wake after sleep onset. Exploratory analyses of sensitivity, specificity, overall accuracy, mean bias, and paired samples t-tests indicated an optimal wake threshold of 115 for GENEActiv, compared with Actiwatch-2 at the 40 (medium, default) threshold. Using these thresholds, sensitivity, and overall accuracy of GENEActiv were both good (86% and 78%, respectively), however specificity was relatively low (40%). There were no significant inter-device differences for any sleep parameters, and all absolute mean biases were small. Overall, the findings from this study provide the first empirical evidence to support the reliability of GENEActiv against Actiwatch-2 over multiple nights using a common algorithm with device-specific wake thresholds.

摘要

证明设备间的可靠性对于设备的可互换使用至关重要,并且可以准确地整合、解释或比较来自不同活动记录仪的数据。尽管如此,在超过一个晚上的时间范围内,仍然缺乏比较文献。本研究的目的是确定 GENEActiv 的最佳唤醒阈值,并使用通用算法(Phillips Respironics)评估 Actiwatch-2 和 GENEActiv 之间的一致性。从 33 名年龄在 20-35 岁(=25.33,4.69)的个体中收集了 213 个晚上的数据。参与者同时连续佩戴两种设备七天。感兴趣的睡眠参数包括:总睡眠时间、睡眠效率、睡眠潜伏期和睡眠后觉醒时间。敏感性、特异性、总体准确性、平均偏差和配对样本 t 检验的探索性分析表明,与 Actiwatch-2 的 40 (中等,默认)阈值相比,GENEActiv 的最佳唤醒阈值为 115。使用这些阈值,GENEActiv 的敏感性和总体准确性都很好(分别为 86%和 78%),但特异性相对较低(40%)。两种设备在任何睡眠参数上均无显著差异,且所有绝对平均偏差均较小。总体而言,这项研究的结果提供了第一个经验证据,支持使用特定设备的唤醒阈值的通用算法,在多个晚上内 GENEActiv 与 Actiwatch-2 的可靠性。

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