Validity and usability for digital cognitive assessment tools to screen for mild cognitive impairment: a randomized crossover trial.

IF 5.2 2区 医学 Q1 ENGINEERING, BIOMEDICAL
Min Wu, Jialin Feng, Ruini Sun, Shangyang Zhang, Yongjin Zhang, Fengjie Yang, Xiaoyi Zhang, Yunxian Ye, Ni Gong, Jing Liao
{"title":"Validity and usability for digital cognitive assessment tools to screen for mild cognitive impairment: a randomized crossover trial.","authors":"Min Wu, Jialin Feng, Ruini Sun, Shangyang Zhang, Yongjin Zhang, Fengjie Yang, Xiaoyi Zhang, Yunxian Ye, Ni Gong, Jing Liao","doi":"10.1186/s12984-025-01665-1","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The practicality of implementing digital cognitive screening tests in primary health care (PHC) for the detection of cognitive impairments, particularly among populations with lower education levels, remains unclear. The aim of this study is to assess the validity and usability of digital cognitive screening tests in PHC settings.</p><p><strong>Methods: </strong>We utilized a randomized crossover design, whereby 47 community-dwelling participants aged 65 and above were randomized into two groups. One group completed the paper-based Mini-Mental State Examination (MMSE) and Clock Drawing Test (CDT) first, followed by the tablet-based digital version after a two-week washout period, while the other group did the reverse. Validity was assessed by Spearman correlation, linear mixed-effects models, sensitivity specificity, and area under the curve (AUC). Usability was assessed through the Usefulness, Satisfaction, and Ease of Use (USE) questionnaire, participant preferences and assessment duration. Regression analyses were conducted to explore the impact of usability on digital test scores, controlling for cognitive level, education, age, and gender.</p><p><strong>Results: </strong>Regarding validity, digital tests showed moderate correlations with paper-based versions and superior AUC performance. The AUC was 0.65 for the MMSE versus 0.82 for the electronic MMSE (eMMSE), and 0.45 for the CDT compared to 0.65 for the electronic CDT (eCDT). Regarding usability, while older participants gave positive feedback on digital tests (P < 0.001), they preferred paper-based versions. The eMMSE took significantly longer to complete than the MMSE, averaging 7.11 min versus 6.21 min (P = 0.01). Notably, digital test scores were minimally affected by subjective attitudes but strongly linked to test duration (β = -0.62, 95% CI: -1.07 to -0.17).</p><p><strong>Conclusions: </strong>Digital cognitive tests are valid and feasible in PHC settings but face implementation challenges, especially in usability and adaptability among individuals with lower education levels.</p>","PeriodicalId":16384,"journal":{"name":"Journal of NeuroEngineering and Rehabilitation","volume":"22 1","pages":"132"},"PeriodicalIF":5.2000,"publicationDate":"2025-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12153127/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of NeuroEngineering and Rehabilitation","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1186/s12984-025-01665-1","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The practicality of implementing digital cognitive screening tests in primary health care (PHC) for the detection of cognitive impairments, particularly among populations with lower education levels, remains unclear. The aim of this study is to assess the validity and usability of digital cognitive screening tests in PHC settings.

Methods: We utilized a randomized crossover design, whereby 47 community-dwelling participants aged 65 and above were randomized into two groups. One group completed the paper-based Mini-Mental State Examination (MMSE) and Clock Drawing Test (CDT) first, followed by the tablet-based digital version after a two-week washout period, while the other group did the reverse. Validity was assessed by Spearman correlation, linear mixed-effects models, sensitivity specificity, and area under the curve (AUC). Usability was assessed through the Usefulness, Satisfaction, and Ease of Use (USE) questionnaire, participant preferences and assessment duration. Regression analyses were conducted to explore the impact of usability on digital test scores, controlling for cognitive level, education, age, and gender.

Results: Regarding validity, digital tests showed moderate correlations with paper-based versions and superior AUC performance. The AUC was 0.65 for the MMSE versus 0.82 for the electronic MMSE (eMMSE), and 0.45 for the CDT compared to 0.65 for the electronic CDT (eCDT). Regarding usability, while older participants gave positive feedback on digital tests (P < 0.001), they preferred paper-based versions. The eMMSE took significantly longer to complete than the MMSE, averaging 7.11 min versus 6.21 min (P = 0.01). Notably, digital test scores were minimally affected by subjective attitudes but strongly linked to test duration (β = -0.62, 95% CI: -1.07 to -0.17).

Conclusions: Digital cognitive tests are valid and feasible in PHC settings but face implementation challenges, especially in usability and adaptability among individuals with lower education levels.

数字认知评估工具筛选轻度认知障碍的有效性和可用性:一项随机交叉试验。
背景:在初级卫生保健(PHC)中实施数字认知筛查测试以检测认知障碍的实用性,特别是在教育水平较低的人群中,尚不清楚。本研究的目的是评估数字认知筛查测试在初级保健设置的有效性和可用性。方法:采用随机交叉设计,将47名65岁及以上的社区居民随机分为两组。一组首先完成了基于纸张的迷你精神状态检查(MMSE)和时钟绘制测试(CDT),然后在两周的冲洗期后进行了基于平板电脑的数字版本,而另一组则相反。通过Spearman相关、线性混合效应模型、敏感性特异性和曲线下面积(AUC)评估有效性。可用性通过有用性、满意度和易用性(Use)问卷、参与者偏好和评估持续时间来评估。在控制认知水平、教育程度、年龄和性别的情况下,进行回归分析,探讨可用性对数字测试成绩的影响。结果:在效度方面,数字测试显示与纸质版本和卓越的AUC表现适度相关。MMSE的AUC为0.65,而电子MMSE (eMMSE)为0.82;CDT的AUC为0.45,而电子CDT (eCDT)为0.65。结论:数字认知测试在初级保健环境中是有效和可行的,但在实施方面面临挑战,特别是在教育水平较低的个体中,其可用性和适应性方面。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of NeuroEngineering and Rehabilitation
Journal of NeuroEngineering and Rehabilitation 工程技术-工程:生物医学
CiteScore
9.60
自引率
3.90%
发文量
122
审稿时长
24 months
期刊介绍: Journal of NeuroEngineering and Rehabilitation considers manuscripts on all aspects of research that result from cross-fertilization of the fields of neuroscience, biomedical engineering, and physical medicine & rehabilitation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信