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老年人观察性研究中的可穿戴设备应用:依从性、可行性及临床人口统计学因素的影响

Wearable Use in an Observational Study Among Older Adults: Adherence, Feasibility, and Effects of Clinicodemographic Factors.

作者信息

Paolillo Emily W, Lee Shannon Y, VandeBunte Anna, Djukic Nina, Fonseca Corrina, Kramer Joel H, Casaletto Kaitlin B

机构信息

Memory and Aging Center, Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, CA, United States.

Department of Psychology, Palo Alto University, Palo Alto, CA, United States.

出版信息

Front Digit Health. 2022 Jun 10;4:884208. doi: 10.3389/fdgth.2022.884208. eCollection 2022.

Abstract

INTRODUCTION

Wearables have great potential to improve monitoring and delivery of physical activity interventions to older adults with downstream benefits to multisystem health and longevity; however, benefits obtained from wearables depend on their uptake and usage. Few studies have examined person-specific factors that relate to wearable adherence. We characterized adherence to using a wearable activity tracker for 30 days and examined associations between adherence and demographics, cognitive functioning, brain volumes, and technology familiarity among community-dwelling older adults.

METHODS

Participants were 175 older adults enrolled in the UCSF Longitudinal Brain Aging Study who were asked to wear a Fitbit Flex 2 during waking hours for 30 days. Sixty two of these participants were also asked to sync their devices to the Fitbit smartphone app daily to collect minute-level data. We calculated adherence to wearing the Fitbit daily (i.e., proportion of days with valid activity data) and adherence to daily device syncing (i.e., proportion of days with minute-level activity data). Participants also completed a brain MRI and in-person cognitive testing measuring memory, executive functioning, and processing speed. Spearman correlations, Wilcoxon rank sum tests, and logistic regression tested relationships between wearable adherence and clinicodemographic factors.

RESULTS

Participants wore the Fitbits for an average of 95% of study days and were 85% adherent to the daily syncing protocol. Greater adherence to wearing the device was related to female sex. Greater adherence to daily device syncing was related to better memory, independent of demographic factors. Wearable adherence was not significantly related to age, education, executive functioning, processing speed, brain gray matter volumes, or self-reported familiarity with technology. Participants reported little-to-no difficulty using the wearable and all reported willingness to participate in another wearable study in the future.

CONCLUSIONS

Older adults have overall high adherence to wearable use in the current study protocol. Person-specific factors, however, may represent potential barriers to equitable uptake of wearables for physical activity among older adults, including demographics and cognitive functioning. Future studies and clinical providers utilizing wearable activity trackers with older adults may benefit from implementation of reminders (e.g., texts, calls) for device use, particularly among men and individuals with memory impairment.

摘要

引言

可穿戴设备在改善对老年人身体活动干预的监测和实施方面具有巨大潜力,对多系统健康和长寿具有下游益处;然而,从可穿戴设备中获得的益处取决于其采用率和使用率。很少有研究探讨与可穿戴设备依从性相关的个体特定因素。我们对社区居住的老年人使用可穿戴活动追踪器30天的依从性进行了特征描述,并研究了依从性与人口统计学、认知功能、脑容量和技术熟悉度之间的关联。

方法

参与者为175名参与加州大学旧金山分校纵向脑老化研究的老年人,他们被要求在清醒时间佩戴Fitbit Flex 2 30天。其中62名参与者还被要求每天将他们的设备与Fitbit智能手机应用程序同步,以收集分钟级数据。我们计算了每天佩戴Fitbit的依从性(即有有效活动数据的天数比例)和每日设备同步的依从性(即有分钟级活动数据的天数比例)。参与者还完成了脑部MRI和现场认知测试,测量记忆、执行功能和处理速度。Spearman相关性、Wilcoxon秩和检验以及逻辑回归测试了可穿戴设备依从性与临床人口统计学因素之间的关系。

结果

参与者在平均95%的研究天数内佩戴了Fitbit,并且85%的人遵守了每日同步协议。更高的设备佩戴依从性与女性性别有关。更高的每日设备同步依从性与更好的记忆力有关,与人口统计学因素无关。可穿戴设备依从性与年龄、教育程度、执行功能、处理速度、脑灰质体积或自我报告的技术熟悉度没有显著关系。参与者报告使用可穿戴设备几乎没有困难,并且所有人都表示愿意在未来参与另一项可穿戴设备研究。

结论

在当前研究方案中,老年人对可穿戴设备的总体依从性较高。然而,个体特定因素可能是老年人公平采用可穿戴设备进行身体活动的潜在障碍,包括人口统计学和认知功能。未来利用可穿戴活动追踪器与老年人开展研究的研究人员和临床医生可能会受益于实施设备使用提醒(如短信、电话),特别是在男性和有记忆障碍的个体中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/345d/9231611/b64bdcf84203/fdgth-04-884208-g0001.jpg

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