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在真实环境中比较可穿戴传感器在爱尔兰老年成年人中的可用性和可接受性:观察性研究。

Comparing the Usability and Acceptability of Wearable Sensors Among Older Irish Adults in a Real-World Context: Observational Study.

机构信息

Insight Centre for Data Analytics, UCD School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland.

Data and Digital, Novartis Pharma AG, Basel, Switzerland.

出版信息

JMIR Mhealth Uhealth. 2020 Apr 20;8(4):e15704. doi: 10.2196/15704.

Abstract

BACKGROUND

Wearable devices are valuable assessment tools for patient outcomes in contexts such as clinical trials. To be successfully deployed, however, participants must be willing to wear them. Another concern is that usability studies are rarely published, often fail to test devices beyond 24 hours, and need to be repeated frequently to ensure that contemporary devices are assessed.

OBJECTIVE

This study aimed to compare multiple wearable sensors in a real-world context to establish their usability within an older adult (>50 years) population.

METHODS

Eight older adults wore seven devices for a minimum of 1 week each: Actigraph GT9x, Actibelt, Actiwatch, Biovotion, Hexoskin, Mc10 Biostamp_RC, and Wavelet. Usability was established through mixed methods using semistructured interviews and three questionnaires, namely, the Intrinsic Motivation Inventory (IMI), the System Usability Scale (SUS), and an acceptability questionnaire. Quantitative data were reported descriptively and qualitative data were analyzed using deductive content analysis. Data were then integrated using triangulation.

RESULTS

Results demonstrated that no device was considered optimal as all scored below average in the SUS (median, IQR; min-max=57.5, 12.5; 47.5-63.8). Hexoskin was the lowest scored device based on the IMI (3.6; 3.4-4.5), while Biovotion, Actibelt, and Mc10 Biostamp_RC achieved the highest median results on the acceptability questionnaire (3.6 on a 6-point Likert scale). Qualitatively, participants were willing to accept less comfort, less device discretion, and high charging burdens if the devices were perceived as useful, namely through the provision of feedback for the user. Participants agreed that the purpose of use is a key enabler for long-term compliance. These views were particularly noted by those not currently wearing an activity-tracking device. Participants believed that wrist-worn sensors were the most versatile and easy to use, and therefore, the most suitable for long-term use. In particular, Actiwatch and Wavelet stood out for their comfort. The convergence of quantitative and qualitative data was demonstrated in the study.

CONCLUSIONS

Based on the results, the following context-specific recommendations can be made: (1) researchers should consider their device selection in relation to both individual and environmental factors, and not simply the primary outcome of the research study; (2) if researchers do not wish their participants to have access to feedback from the devices, then a simple, wrist-worn device that acts as a watch is preferable; (3) if feedback is allowed, then it should be made available to help participants remain engaged; this is likely to apply only to people without cognitive impairments; (4) battery life of 1 week should be considered as a necessary feature to enhance data capture; (5) researchers should consider providing additional information about the purpose of devices to participants to support their continued use.

摘要

背景

可穿戴设备是评估临床试验等情境下患者结果的有价值的工具。然而,要成功部署这些设备,参与者必须愿意佩戴。另一个令人担忧的问题是,可用性研究很少发表,通常无法对设备进行超过 24 小时的测试,并且需要经常重复测试,以确保评估的是当代设备。

目的

本研究旨在将多种可穿戴传感器在真实环境中进行比较,以确定其在老年人群(>50 岁)中的可用性。

方法

8 名老年人每人佩戴 7 种设备至少一周:Actigraph GT9x、Actibelt、Actiwatch、Biovotion、Hexoskin、Mc10 Biostamp_RC 和 Wavelet。通过半结构化访谈和三个问卷,即内在动机量表(IMI)、系统可用性量表(SUS)和可接受性问卷,使用混合方法来确定可用性。定量数据以描述性方式报告,定性数据使用演绎内容分析进行分析。然后使用三角测量法整合数据。

结果

结果表明,没有一种设备被认为是最佳的,因为所有设备在 SUS 中的得分都低于平均水平(中位数,IQR;最小-最大=57.5,12.5;47.5-63.8)。根据 IMI,Hexoskin 的得分最低(3.6;3.4-4.5),而 Biovotion、Actibelt 和 Mc10 Biostamp_RC 在可接受性问卷中的得分最高(6 分制中的 3.6 分)。定性分析表明,如果设备被认为有用,即提供给用户反馈,参与者愿意接受舒适度较低、设备自由度较低和充电负担较高的情况。参与者一致认为,使用目的是长期依从性的关键促成因素。这些观点在那些目前不佩戴活动跟踪设备的参与者中尤为明显。参与者认为腕戴式传感器最通用且易于使用,因此最适合长期使用。特别是 Actiwatch 和 Wavelet 的舒适度非常突出。定量和定性数据的融合在研究中得到了体现。

结论

根据研究结果,可以提出以下特定于上下文的建议:(1)研究人员应根据个体和环境因素选择设备,而不仅仅是研究的主要结果;(2)如果研究人员不希望参与者获得设备的反馈,那么最好选择一款简单的腕戴式手表作为设备;(3)如果允许反馈,则应提供反馈以帮助参与者保持参与度;这可能仅适用于没有认知障碍的人;(4)应考虑将一周的电池续航时间作为增强数据捕获的必要功能;(5)研究人员应考虑向参与者提供有关设备用途的额外信息,以支持他们的持续使用。

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