Nester Caroline O, De Vito Alyssa N, Prieto Sarah, Kunicki Zachary J, Strenger Jennifer, Harrington Karra D, Roque Nelson, Sliwinski Martin J, Rabin Laura A, Thompson Louisa I
Department of Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, 222 Richmond St, Providence, RI, 02903, United States, 1 (401) 863-3330.
Memory and Aging Program, Butler Hospital, Providence, RI, United States.
JMIR Aging. 2025 Feb 4;8:e64033. doi: 10.2196/64033.
Subjective cognitive concerns (SCCs) may be among the earliest clinical symptoms of dementia. There is growing interest in applying a 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.
This study aimed to characterize the relationship between SCC and adherence, satisfaction, and performance on mobile app assessments in cognitively unimpaired older adults.
Participants (N=122; Meanage=68.85 [SD 4.93] years; Meaneducation=16.85 [SD 2.39] years; female: n=82, 66.7%; White:n=106, 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. 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.
SCC was not associated with app satisfaction or protocol motivation, but it was significantly associated with lower rates of protocol adherence (ß=-.20, P=.37, 95% CI -.65 to -.02). Higher SCC endorsement significantly predicted worse overall episodic memory performance (ß=-.20, P=.02, 95% CI -.02 to -.01), but not working memory or processing speed. There was a main effect of SCC on working memory performance at day 1 (estimate=-1.05, SE=0.47, P=.03) and a significant interaction between SCC and working memory over the 8-day period (estimate=0.05, SE=0.02, P=.03), such that SCC was associated with initially worse, then progressively better working memory performance.
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.
主观认知担忧(SCCs)可能是痴呆症最早出现的临床症状之一。人们越来越有兴趣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态,但SCC与相关移动评估指标之间的关系尚不确定。
本研究旨在描述认知功能未受损的老年人中SCC与移动应用程序评估的依从性、满意度及表现之间的关系。
参与者(N = 122;平均年龄 = 68.85 [标准差4.93]岁;平均受教育年限 = 16.85 [标准差2.39]年;女性:n = 82,66.7%;白人:n = 106,86.2%)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、处理速度和情景记忆任务。参与者在研究结束时提供了关于他们对M2C2的满意度和积极性的反馈。使用认知功能量表评估SCC。回归分析评估了SCC与M2C2的依从性、满意度及表现之间的关联,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SCC是否能预测8天测试期内M2C2子测试的表现,并对协变量进行了控制。
SCC与应用程序满意度或方案积极性无关,但与较低的方案依从率显著相关(β = -0.20,P = 0.037,95%置信区间 -0.65至 -0.02)。较高的SCC认可度显著预测了更差的总体情景记忆表现(β = -0.20,P = 0.02,95%置信区间 -0.02至 -0.01),但与工作记忆或处理速度无关。在第1天,SCC对工作记忆表现有主效应(估计值 = -1.05,标准误 = 0.47,P = 0.03),并且在8天期间SCC与工作记忆之间存在显著交互作用(估计值 = 0.05,标准误 = 0.02,P = 0.03),即SCC与最初较差但随后逐渐改善的工作记忆表现相关。
SCC与移动应用程序评估中较差的总体记忆表现、认知效率低下模式(可变的工作记忆)以及8天评估期内轻度降低的依从性相关。研究结果表明,移动应用程序评估可能对细微的认知变化敏感,这对痴呆症高危个体的早期检测和治疗具有重要意义。