Activity variability: A novel physical activity metric and its association with cognitive impairment

We created a novel metric using variability of minute-level changes in activity counts.Low activity variability was associated with a greater prevalence of cognitive impairment.Activity variability outperformed other activity metrics in area under the receiver operating characteristic curve analyses.Future work should examine underlying neurological mechanisms.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia Translational Research & Clinical Interventions
Published
2025-04-01
DOI
https://doi.org/10.1002/trc2.70079
Citations
3
Primary Topic
Physical Activity and Health
Type
article
Field-Weighted Citation Impact
3.49

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Activity variability: A novel physical activity metric and its association with cognitive impairment

Michelle C. Carlson, Jennifer A. Schrack, Patrick Donahue, Johannes Thrul
3 citations
Alzheimer s & Dementia Translational Research & Clinical Interventions
Physical Activity and Health
3.49
article

Activity variability: A novel physical activity metric and its association with cognitive impairment

Michelle C. Carlson, Jennifer A. Schrack, Patrick Donahue, Johannes Thrul
article en
3 citations

Abstract

We created a novel metric using variability of minute-level changes in activity counts.Low activity variability was associated with a greater prevalence of cognitive impairment.Activity variability outperformed other activity metrics in area under the receiver operating characteristic curve analyses.Future work should examine underlying neurological mechanisms.

Alzheimer s & Dementia Translational Research & Clinical InterventionsVol. 11(2)
Johns Hopkins University (US), La Trobe University (AU), Sidney Kimmel Comprehensive Cancer Center (US)
Johns Hopkins University, National Institute on Aging
Openalex Percentile: Top 8%
Physical Activity and Health
3.49
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Activity variability: A novel physical activity metric and its association with cognitive impairment — Michelle C. Carlson, Jennifer A. Schrack, et al. · Alzheimer s & Dementia Translational Research & Clinical Interventions (2025) | TGRS Research Map | TGRS