Subjective Cognitive Concerns are Associated with Worse Performance on Mobile-App Based Cognitive Assessment: An Observational Study in Cognitively Normal Older Adults.

IF 5 Q1 GERIATRICS & GERONTOLOGY JMIR Aging Pub Date : 2024-11-19 DOI:10.2196/64033
Caroline O Nester, Alyssa N De Vito, Sarah Prieto, Zachary J Kunicki, Jennifer Strenger, Karra D Harrington, Nelson Roque, Martin J Sliwinski, Laura A Rabin, Louisa I Thompson
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Abstract

Background: Subjective cognitive concerns (SCC) may be among the earliest clinical symptoms of dementia. There is growing interest in applying mobile app-based cognitive assessment to remotely screen for cognitive status in preclinical dementia, but the relationship between SCC and relevant mobile assessment metrics is uncertain.

Objective: We characterized the relationship between SCC and adherence, satisfaction, and performance on mobile-app assessments in cognitively unimpaired older adults.

Methods: Participants (N=122, Mage=69.85, Meducation=16.52, %female=66.7, %White=86.2) completed 8 assessment days using Mobile Monitoring of Cognitive Change (M2C2), an app-based testing platform, with brief daily sessions within morning, afternoon, and evening time windows (24 total testing sessions). M2C2 includes digital working memory, processing speed, and episodic memory tasks. Participants provided feedback about their satisfaction and motivation related to M2C2 upon study completion. SCC was assessed using the Cognitive Function Instrument (CFI). Regression analyses evaluated the association between SCC and adherence, satisfaction, and performance on M2C2, controlling for age, sex, depression, and loneliness. Linear-mixed effects models evaluated whether SCC predicted M2C2 subtest performance over the 8-day testing period, controlling for covariates.

Results: SCC was not associated with app satisfaction or protocol motivation, but it was significantly associated with lower rates of protocol adherence (ß=-0.197, p=.037, 95% CI -0.647, -0.021). Higher SCC endorsement significantly predicted worse overall episodic memory performance (ß=-0.200, p = .020, 95% CI -0.020, -0.002), but not working memory or processing speed. There was a main effect of SCC on working memory performance at day 1 (Est=-1.047, SE=0.47, p=0.031) and a significant interaction between SCC and working memory over the 8-day period (Est=0.048, SE=0.02, p=0.031), such that SCC was associated with initially worse, then progressively better working memory performance.

Conclusions: SCCs are associated with worse overall memory performance on mobile-app assessments, patterns of cognitive inefficiency (variable working memory) and mildly diminished adherence across an 8-day assessment period. Findings suggest that mobile app assessments may be sensitive to subtle cognitive changes, with important implications for early detection and treatment for individuals at risk for dementia.

Clinicaltrial:

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主观认知问题与基于移动应用程序的认知评估表现不佳有关:认知正常老年人的观察研究》。
背景:主观认知问题(SCC)可能是痴呆症最早出现的临床症状之一。人们对应用基于移动应用程序的认知评估来远程筛查临床前痴呆症患者的认知状况越来越感兴趣,但 SCC 与相关移动评估指标之间的关系尚不确定:我们研究了 SCC 与认知功能未受损的老年人对移动应用程序评估的依从性、满意度和表现之间的关系:参与者(人数=122,年龄=69.85,教育程度=16.52,女性比例=66.7,白人比例=86.2)使用基于应用程序的测试平台 "认知变化移动监测"(M2C2)完成了为期 8 天的评估,每天在上午、下午和晚上的时间窗口内进行简短的测试(共 24 次测试)。M2C2 包括数字工作记忆、处理速度和外显记忆任务。研究完成后,参与者就其对 M2C2 的满意度和积极性提供反馈意见。SCC 采用认知功能工具 (CFI) 进行评估。回归分析评估了 SCC 与 M2C2 的坚持度、满意度和表现之间的关系,并对年龄、性别、抑郁和孤独感进行了控制。线性混合效应模型评估了在控制协变量的情况下,SCC 是否能预测 8 天测试期间的 M2C2 次测试成绩:SCC与应用程序满意度或协议动机无关,但与较低的协议坚持率显著相关(ß=-0.197,p=.037,95% CI -0.647,-0.021)。较高的 SCC 认可度可明显预测较差的总体记忆表现(ß=-0.200,p=.020,95% CI -0.020,-0.002),但不能预测工作记忆或处理速度。SCC对第1天的工作记忆表现有主效应(Est=-1.047,SE=0.47,P=0.031),而在8天的时间里,SCC与工作记忆之间有显著的交互作用(Est=0.048,SE=0.02,P=0.031),因此SCC与最初较差、随后逐渐改善的工作记忆表现有关:结论:在为期 8 天的评估期间,SCC 与移动应用程序评估中更差的总体记忆表现、认知低效模式(工作记忆可变)和轻度依从性降低有关。研究结果表明,手机应用评估可能对细微的认知变化很敏感,这对早期发现和治疗痴呆症高危人群具有重要意义:
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来源期刊
JMIR Aging
JMIR Aging Social Sciences-Health (social science)
CiteScore
6.50
自引率
4.10%
发文量
71
审稿时长
12 weeks
期刊最新文献
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