Suppr超能文献

基于人工智能的运动检测可穿戴设备的初步可用性评估:老年功能评估系统

A Preliminary Usability Evaluation of an Artificial Intelligence-Based, Motion-Detecting Wearable Device: The Geriatric Functional Assessment System.

作者信息

Batsis John A, Singh Rishank, Poole Jennifer, Bramblett Paige, Gross Danae, Gilliam Meredith, Pamintuan Chaterlee, Nora Beckham, Lynch David H, Liang Xiaohui

机构信息

Division of Geriatric Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA.

Department of Nutrition, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.

出版信息

J Gerontol A Biol Sci Med Sci. 2025 May 5;80(6). doi: 10.1093/gerona/glaf044.

Abstract

BACKGROUND

Physical function is a key determinant of independence among older adults. Yet, there are barriers to assessing physical function in clinic. We developed a wearable geriatric functional assessment system (GFAS) that quickly and effortlessly evaluates physical function.

METHODS

A single-arm, nonrandomized, mixed-methods, usability study evaluated the design, ergonomics, and usability of the GFAS. Participants aged >65 years with multiple chronic conditions were recruited and wore the GFAS about the clinic for 15 min. We assessed walking speed, 30-s sit-to-stand, and evaluated postural balance using a Footscan pressure plate system. In addition to transcribed exit-interviews and a Willingness to Pay questionnaire, the USE, Technology Acceptance, and System Usability Scales were evaluated.

RESULTS

Of the 37 participants screened, 21 were recruited, enrolled, and consented, whose mean age was 76.6 ± 5.45 years (52.4% female), with 28.6% non-White, 19% were on Medicaid, and 52.4% were classified as having a robust Fried frailty status. Participants favored the prototype and its existing functionality (7.14 ± 2.35) and would wear it if recommended by their clinician (7.62 ± 2.50, median 8.0). All felt it was easy to use, 74% of comments outlined they would use it again, and 81% noted it was comfortable. System Usability score was 78.2 ± 14.5, USE was 5.83 ± 3.59, and Technology Acceptance demonstrated satisfaction of 7.05 ± 2.18 in using the device.

CONCLUSIONS

The GFAS prototype shows considerable promise in evaluating physical function in older adults and that additional steps are needed to maximize usability.

摘要

背景

身体功能是老年人独立生活的关键决定因素。然而,在临床环境中评估身体功能存在障碍。我们开发了一种可穿戴式老年功能评估系统(GFAS),该系统能够快速、轻松地评估身体功能。

方法

采用单臂、非随机、混合方法的可用性研究,对GFAS的设计、人体工程学和可用性进行评估。招募年龄>65岁且患有多种慢性病的参与者,让他们在诊所佩戴GFAS约15分钟。我们评估了步行速度、30秒坐立试验,并使用Footscan压力板系统评估姿势平衡。除了转录的退出访谈和支付意愿问卷外,还对使用情况、技术接受度和系统可用性量表进行了评估。

结果

在筛选的37名参与者中,21名被招募、入组并同意参与,他们的平均年龄为76.6±5.45岁(52.4%为女性),28.6%为非白人,19%参加了医疗补助计划,52.4%被归类为具有强健的弗里德虚弱状态。参与者对该原型及其现有功能给予好评(7.14±2.35),如果临床医生推荐,他们会佩戴(7.62±2.50,中位数8.0)。所有人都认为该设备易于使用,74%的评论表示会再次使用,81%指出佩戴舒适。系统可用性得分为78.2±14.5,使用情况得分为5.83±3.59,技术接受度显示对使用该设备的满意度为7.05±2.18。

结论

GFAS原型在评估老年人身体功能方面显示出巨大潜力,需要采取更多措施以最大限度地提高其可用性。

相似文献

2
Reading aids for adults with low vision.针对视力低下成年人的阅读辅助工具。
Cochrane Database Syst Rev. 2018 Apr 17;4(4):CD003303. doi: 10.1002/14651858.CD003303.pub4.
8
Incentives for preventing smoking in children and adolescents.预防儿童和青少年吸烟的激励措施。
Cochrane Database Syst Rev. 2017 Jun 6;6(6):CD008645. doi: 10.1002/14651858.CD008645.pub3.
10
Sertindole for schizophrenia.用于治疗精神分裂症的舍吲哚。
Cochrane Database Syst Rev. 2005 Jul 20;2005(3):CD001715. doi: 10.1002/14651858.CD001715.pub2.

本文引用的文献

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验