压力在行动可穿戴设备数据库:一个无创可穿戴监视器数据库,具有系统的技术,可靠性,有效性和可用性信息。

IF 4.6 2区 心理学 Q1 PSYCHOLOGY, EXPERIMENTAL
Myrte Schoenmakers, Melisa Saygin, Magdalena Sikora, Thomas Vaessen, Matthijs Noordzij, Eco de Geus
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引用次数: 0

摘要

动态可穿戴人体生理监测越来越多地应用于心理学、运动科学和医学领域。随着消费型和研究型可穿戴设备的快速增长,研究人员面临着众多可供选择的设备。对于研究人员来说,确定所有相关的技术规范、可用信号、信号采样细节和(原始)数据可用性,并对可穿戴设备的可靠性、有效性和可用性进行研究,这在时间上是不可实现的。因此,为一项给定的研究选择可穿戴设备被证明是极具挑战性的,而且往往是不系统和不知情的。这项为期10年的研究计划启动了一个可公开访问的可穿戴动态监测设备数据库。我们概述了第一版可穿戴设备数据库(SiA-WD)的起源和最终结构,并总结了它目前包含的可穿戴设备的特征。此外,从应力研究领域的一个短期(2天)和一个长期(3个月)的场景中,提供了SiA-WD如何帮助为特定的研究项目选择最佳可穿戴设备的演练。收集到的见解包括测试可穿戴设备用户友好性的研究缺乏,报告的有效性统计数据不一致,以及制造商对记录的生理数据(如信号的采样率(或窗口)和参数提取)的不精确文档。SiA-WD是第一个同时包含生理采样信息和技术规范以及系统可靠性、有效性和可用性搜索的开放访问数据库。它将迭代扩展,以方便知情和省时的可穿戴设备选择。访问数据库的方法如下:https://osf.io/umgvp/。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stress in action wearables database: A database of noninvasive wearable monitors with systematic technical, reliability, validity, and usability information.

Ambulatory wearable monitoring of human physiology is increasingly utilized in the fields of psychology, movement sciences, and medicine. With the rapid growth of available consumer- and research-oriented wearables, researchers are faced with a multitude of devices to choose from. It is unfeasible timewise for researchers to determine all relevant technical specifications, available signals, signal sampling details, and (raw) data availability, and conduct a search of studies regarding the reliability, validity, and usability of wearables. Thus, selection of wearables for a given study proves highly challenging and will often be unsystematic and uninformed. The 10-year research program Stress in Action initiated a publicly accessible database of wearable ambulatory monitoring devices. We outline the genesis and final structure of the first version of the Stress in Action Wearables Database (SiA-WD) and a summary of the characteristics of the wearables it currently contains. Furthermore, one short-term (2 days) and one long-term (3 months) scenario from the field of stress research are provided with walkthroughs of how the SiA-WD can help select the optimal wearable for a specific research project. Insights gathered include the scarceness of studies testing wearable user-friendliness, inconsistencies in reported validity statistics, and imprecise manufacturer documentation on recorded physiological data such as sampling rate (or window) of signals and parameter extraction. The SiA-WD is the first open-access database to simultaneously include physiological sampling information and technical specifications along with a systematic reliability, validity, and usability search. It will be iteratively expanded to facilitate informed and time-efficient wearable selection. For access to the database, see the following: https://osf.io/umgvp/ .

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来源期刊
CiteScore
10.30
自引率
9.30%
发文量
266
期刊介绍: Behavior Research Methods publishes articles concerned with the methods, techniques, and instrumentation of research in experimental psychology. The journal focuses particularly on the use of computer technology in psychological research. An annual special issue is devoted to this field.
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