Activity Diversity in Detecting Ambulatory Cognitive Deficits
Author(s) -
Jinshil Hyun,
Soomi Lee,
Mindy J. Katz,
Stacey Scott,
Martin J. Sliwinski,
Richard B. Lipton
Publication year - 2020
Publication title -
innovation in aging
Language(s) - English
Resource type - Journals
ISSN - 2399-5300
DOI - 10.1093/geroni/igaa057.2016
Subject(s) - ambulatory , cognition , odds , diversity (politics) , multinomial logistic regression , logistic regression , physical activity , medicine , effects of sleep deprivation on cognitive performance , psychology , gerontology , audiology , clinical psychology , physical therapy , psychiatry , statistics , mathematics , sociology , anthropology
We examined whether participating in various daily activities (i.e., activity diversity) is associated with cognitive deficits measured by smartphone-based tests. Older adults (n=235; 70-91yrs) completed surveys 6 times/day for 14 days reporting on participation in 11 different activities (e.g., volunteering, physical activity), followed by brief ambulatory processing speed (PS) and working memory (WM) cognitive assessments. Activity diversity score was calculated using Shannon’s (1948) entropy method. Individuals’ average ambulatory PS and WM across all assessments were categorized into tertiles (i.e., high/mid/low performance). Results from multinomial logistic regression suggested that a 1SD increase in activity diversity was associated with increased odds of being in the high (better) vs. low performance tertile in PS (OR=2.1, 95%CI=[1.21, 3.51], p=.008). Activity diversity was not associated with WM. Given that cognitive deficits in PS occur earlier in the cognitive impairment process, activity diversity may be a sensitive marker for detecting very early stages of impairment.
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