ArticleJMIR mHealth and uHealth2020
Daily Activities Related to Mobile Cognitive Performance in Middle-Aged and Older Adults: An Ecological Momentary Cognitive Assessment Study.
Article in JMIR mHealth and uHealth, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
What it found
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Who cites it
29 citing papers in PubMed, 48 citations in OpenAlex.
- Enhancing Cognitive Functions of Older Adults With Software Robot: Longitudinal Exploratory Field Study.JMIR mHealth and uHealth · 2026Article
- Idiographic momentary profiles of personality facets.Journal of personality and social psychology · 2026Article
- Impacts of Environmental Distractions and Interruptions on Unsupervised Digital Cognitive Assessments in Older Adults: Cognitive Ecological Momentary Assessment Study.JMIR mHealth and uHealth · 2025Article
- Within- and Between-Person Differences in Activity Factor Structure: Results From an Ecological Momentary Assessment Study.The journals of gerontology. Series B, Psychological sciences and social sciences · 2025Article
- Distance from home and working memory: daily associations varying by neighborhood environments in community-dwelling older adults.European journal of ageing · 2025Article
- Exploring the relationship between mean performance and within-person variability on smartphone-based cognitive testing in adults across the lifespan.NPP - digital psychiatry and neuroscience · 2025Article
- Capturing cognitive capacity in the everyday environment across a continuum of cognitive decline using a smartwatch n-back task and ecological momentary assessment.Neuropsychology · 2025Article
- Daily Movement Activities Are Associated With Within-Person Instability of Cognitive Function in Older Adults: Evidence From an Ambulatory Assessment Study.Innovation in aging · 2025Article
- Dynamics of Perceived Social Isolation, Secondary Conditions, and Daily Activity Patterns Among Individuals With Stroke: A Network Analysis of Ecological Momentary Assessment Data.Archives of physical medicine and rehabilitation · 2024Observational
- Smartphone assessment uncovers real-time relationships between depressed mood and daily functional behaviors after stroke.Journal of telemedicine and telecare · 2024Article
- Biopsychosocial contexts influence adult cognitive function concurrently and longitudinally.Brain, behavior, & immunity - health · 2024Article
- Purpose in Life and Cognitive Function: Evidence for Momentary Associations in Daily Life.Innovation in aging · 2024Article
- Physical activity and cognitive function: moment-to-moment and day-to-day associations.The international journal of behavioral nutrition and physical activity · 2023Article
- Digital Marker for Early Screening of Mild Cognitive Impairment Through Hand and Eye Movement Analysis in Virtual Reality Using Machine Learning: First Validation Study.Journal of medical Internet research · 2023Article
- State Emotional Clarity Is an Indicator of Fluid Emotional Intelligence Ability.Journal of Intelligence · 2023Review
- The state of the art in telerehabilitation for musculoskeletal conditions.Archives of physiotherapy · 2023Article
- The Mediating Role of Affective States in Short-Term Effects of Activity Engagement on Working Memory in Older Age.Gerontology · 2023Article
- Ecological Momentary Assessment of Real-World Functional Behaviors in Individuals With Stroke: A Longitudinal Observational Study.Archives of physical medicine and rehabilitation · 2022Observational
- Use of digital health technologies to examine subjective and objective sleep with next-day cognition and daily indicators of health in persons with and without HIV.Journal of behavioral medicine · 2022Article
- Daily Level Association of Physical Activity and Performance on Ecological Momentary Cognitive Tests in Free-living Environments: A Mobile Health Observational Study.JMIR mHealth and uHealth · 2022Observational
Corrections and comments
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Authors and funding
10 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundDaily activities have been associated with neurocognitive performance. However, much of this research has used in-person neuropsychological testing that requires participants to travel to a laboratory or clinic, which may not always be feasible and does not allow for the examination of real-time relationships between cognition and behavior. Thus, there is a need to understand the real-time relationship between activities in the real world and neurocognitive functioning to improve tracking of symptoms or disease states and aid in the early identification of neurocognitive deficits among at-risk individuals.
objectiveWe used a smartphone-based ecological momentary cognitive assessment (EMCA) platform to examine real-time relationships between daily activities and neurocognitive performance (executive functioning and verbal learning) in the everyday environment of middle-aged and older adults with and without HIV.
methodsA total of 103 adults aged 50-74 years (67 persons with HIV; mean age 59 years, SD 6.4) were recruited from the University of California, San Diego HIV Neurobehavioral Research Program and the San Diego community. Participants completed our EMCA protocol for 14 days. Participants reported their current daily activities 4 times per day; following 2 of the 4 daily ecological momentary assessment (EMA) surveys, participants were administered the mobile Color-Word Interference Test (mCWIT) and mobile Verbal Learning Test (mVLT), each once per day. Activities were categorized into cognitively stimulating activities, passive leisure activities, and instrumental activities of daily living (IADLs). We used multilevel modeling to examine the same-survey and lagged within-person and between-person effects of each activity type on mobile cognitive performance.
resultsOn average, participants completed 91% of the EMA surveys, 85% of the mCWIT trials, and 80% of the mVLT trials, and they reported engaging in cognitively stimulating activities on 17% of surveys, passive leisure activities on 33% of surveys, and IADLs on 20% of surveys. Adherence and activity percentages did not differ by HIV status. Within-persons, engagement in cognitively stimulating activities was associated with better mCWIT performance (β=-1.12; P=.007), whereas engagement in passive leisure activities was associated with worse mCWIT performance (β=.94; P=.005). There were no lagged associations. At the aggregate between-person level, a greater percentage of time spent in cognitively stimulating activities was associated with better mean mVLT performance (β=.07; P=.02), whereas a greater percentage of time spent in passive leisure activities was associated with worse mean mVLT performance (β=-.07; P=.01). IADLs were not associated with mCWIT or mVLT performance.
conclusionsSmartphones present unique opportunities for assessing neurocognitive performance and behavior in middle-aged and older adults' own environment. Measurement of cognition and daily functioning outside of clinical settings may generate novel insights on the dynamic association of daily behaviors and neurocognitive performance and may add new dimensions to understanding the complexity of human behavior.
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