Associations Between Average Activity Variety and Average Cognitive Performance Across 14 Days
Allison Bielak, Jacqueline Mogle, Martin Sliwinski

TL;DR
This study found limited links between daily activity variety and cognitive performance over 14 days in adults aged 41-94.
Contribution
The study introduces a novel method for assessing activity variety using tablet-based reports of multiple activities.
Findings
Greater between-person activity variety was linked to faster working memory on day 1.
Higher activity variety was associated with less improvement in working memory over time.
In 40-year-olds, more activity variety correlated with lower initial processing speed and spatial memory.
Abstract
There is some evidence that greater diversity of activity across the day is positively associated with that day’s working memory performance. However, past work only permitted choosing a single, currently engaged in activity at each assessment, providing a limited index of activity variety. Using tablet-based assessments, 81 community-dwelling participants 41-94 years of age (M = 61.26, SD = 12.12) reported up to 20 activities they participated in the past 3-4 hours, and concurrently completed 3 cognitive tasks (2-back working memory, spatial working memory, processing speed) 4 times per day for 14 days. Multilevel models covarying age, gender, education, and retirement status showed that within-person fluctuations in average activity variety per session did not covary with average cognitive performance per session. Greater between-person average activity variety was associated with…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsPhysical Activity and Health · Cognitive Abilities and Testing · Human-Automation Interaction and Safety
