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评估智能音箱在老年人行为干预研究中的可行性和可接受性:混合方法研究。

Assessing the Feasibility and Acceptability of Smart Speakers in Behavioral Intervention Research With Older Adults: Mixed Methods Study.

机构信息

Department of Communication, University of Illinois Chicago, Chicago, IL, United States.

Division of Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, IL, United States.

出版信息

J Med Internet Res. 2024 Aug 30;26:e54800. doi: 10.2196/54800.

Abstract

BACKGROUND

Smart speakers, such as Amazon's Echo and Google's Nest Home, combine natural language processing with a conversational interface to carry out everyday tasks, like playing music and finding information. Easy to use, they are embraced by older adults, including those with limited physical function, vision, or computer literacy. While smart speakers are increasingly used for research purposes (eg, implementing interventions and automatically recording selected research data), information on the advantages and disadvantages of using these devices for studies related to health promotion programs is limited.

OBJECTIVE

This study evaluates the feasibility and acceptability of using smart speakers to deliver a physical activity (PA) program designed to help older adults enhance their physical well-being.

METHODS

Community-dwelling older adults (n=18) were asked to use a custom smart speaker app to participate in an evidence-based, low-impact PA program for 10 weeks. Collected data, including measures of technology acceptance, interviews, field notes, and device logs, were analyzed using a concurrent mixed analysis approach. Technology acceptance measures were evaluated using time series ANOVAs to examine acceptability, appropriateness, feasibility, and intention to adopt smart speaker technology. Device logs provided evidence of interaction with and adoption of the device and the intervention. Interviews and field notes were thematically coded to triangulate the quantitative measures and further expand on factors relating to intervention fidelity.

RESULTS

Smart speakers were found to be acceptable for administering a PA program, as participants reported that the devices were highly usable (mean 5.02, SE 0.38) and had strong intentions to continue their use (mean 5.90, SE 0.39). Factors such as the voice-user interface and engagement with the device on everyday tasks were identified as meaningful to acceptability. The feasibility of the devices for research activity, however, was mixed. Despite the participants rating the smart speakers as easy to use (mean 5.55, SE 1.16), functional and technical factors, such as Wi-Fi connectivity and appropriate command phrasing, required the provision of additional support resources to participants and potentially impaired intervention fidelity.

CONCLUSIONS

Smart speakers present an acceptable and appropriate behavioral intervention technology for PA programs directed at older adults but entail additional requirements for resource planning, technical support, and troubleshooting to ensure their feasibility for the research context and for fidelity of the intervention.

摘要

背景

智能音箱,如亚马逊的 Echo 和谷歌的 Nest Home,将自然语言处理与会话界面相结合,以完成日常任务,如播放音乐和查找信息。它们易于使用,深受老年人的欢迎,包括那些身体功能、视力或计算机读写能力有限的老年人。虽然智能音箱越来越多地用于研究目的(例如,实施干预措施并自动记录选定的研究数据),但关于使用这些设备进行与健康促进计划相关的研究的优缺点的信息有限。

目的

本研究评估使用智能音箱提供旨在帮助老年人增强身体幸福感的体育活动(PA)计划的可行性和可接受性。

方法

要求 18 名社区居住的老年人使用定制的智能音箱应用程序参加为期 10 周的基于证据的低影响 PA 计划。使用并行混合分析方法分析收集的数据,包括技术接受度的测量、访谈、现场记录和设备日志。使用时间序列 ANOVA 评估技术接受度的测量,以检查可接受性、适当性、可行性和采用智能音箱技术的意愿。设备日志提供了与设备和干预措施互动和采用的证据。访谈和现场记录被主题编码,以对定量测量进行三角测量,并进一步扩展与干预一致性相关的因素。

结果

智能音箱被认为可用于管理 PA 计划,因为参与者报告说这些设备非常易于使用(平均值 5.02,SE 0.38),并且有强烈的继续使用意愿(平均值 5.90,SE 0.39)。语音用户界面和日常任务中的设备互动等因素被认为是可接受性的重要因素。然而,设备用于研究活动的可行性参差不齐。尽管参与者将智能音箱评为易于使用(平均值 5.55,SE 1.16),但 Wi-Fi 连接和适当的命令措辞等功能和技术因素需要为参与者提供额外的支持资源,并可能损害干预一致性。

结论

智能音箱为针对老年人的 PA 计划提供了一种可接受且合适的行为干预技术,但需要额外的资源规划、技术支持和故障排除要求,以确保其在研究环境中的可行性和干预措施的一致性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aee1/11399739/be4c29e5afb2/jmir_v26i1e54800_fig1.jpg

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