학술논문

Daily Level Association of Physical Activity and Performance on Ecological Momentary Cognitive Tests in Free-living Environments: A Mobile Health Observational Study
Document Type
article
Source
JMIR mHealth and uHealth. 10(1)
Subject
Public Health
Health Sciences
Clinical Research
Basic Behavioral and Social Science
Prevention
Behavioral and Social Science
3.1 Primary prevention interventions to modify behaviours or promote wellbeing
Prevention of disease and conditions
and promotion of well-being
Good Health and Well Being
Adult
Cognition
Exercise
Female
Humans
Male
Middle Aged
Neuropsychological Tests
Smartphone
Telemedicine
smartphones
neuropsychology
ecological momentary assessment
digital health
exercise
people living with HIV
aging
wearables
mobile cognition
mobile phone
Public Health and Health Services
Health services and systems
Public health
Applied computing
Language
Abstract
BackgroundResearch suggests that physical activity (PA) has both acute and chronic beneficial effects on cognitive function in laboratory settings and under supervised conditions. Mobile health technologies make it possible to reliably measure PA and cognition in free-living environments, thus increasing generalizability and reach. Research is needed to determine whether the benefits of PA on cognitive function extend from the laboratory to real-world contexts.ObjectiveThis observational study aims to examine the association between daily fluctuations in PA and cognitive performance using mobile health technologies in free-living environments.MethodsA total of 90 adults (mean age 59, SD 6.3 years; 65/90, 72% men) with various comorbidities (eg, cardiovascular risk and HIV) and different levels of baseline cognition (ranging from cognitively normal to impaired) completed ecological momentary cognitive tests (EMCTs) on a smartphone twice daily while wearing an accelerometer to capture PA levels for 14 days. Linear mixed-effects models examined the daily associations of PA with executive function and verbal learning EMCTs. Moderation analyses investigated whether the relationship between daily PA and daily performance on EMCTs changed as a function of baseline cognition, cardiovascular risk, and functional status (independent vs dependent).ResultsDays with greater PA were associated with better (faster) performance on an executive function EMCT after covariate adjustment (estimate -0.013; β=-.16; P=.04). Moderation analyses (estimate 0.048; β=.58; P=.001) indicated that days with greater PA were associated with better (faster) executive function performance in individuals who were functionally dependent (effect size -0.53; P