How the Intensities of Physical Activities Shape the Health Trajectory of Multimorbid Older Adults

ObjectiveThis study examines healthy aging (HA) intercepts and slopes and how physical activity moderates their association with multimorbidity among older adults in the United States.MethodsData were drawn from the Health and Retirement Study, a representative survey between 2004 and 2020. Growth curve models were estimated for 1,238 retired individuals to assess how light, moderate, and vigorous physical activity moderated the relationship between multimorbidity and HA trajectories across three domains.ResultsHigher frequencies of physical activity were associated with moderated effects of multimorbidity on both baseline levels and rates of change in HA across domains. These associations were observed across moderate, light, and vigorous physical activity models, with patterns of favorable moderation. Additionally, between-individual variation was observed in HA trajectories, with higher baseline levels of HA being associated with slower decline.ConclusionPhysical activity offers a protective effect against multimorbidity-related decline, highlighting its importance for promoting healthy aging.

Authors

Institutions

Publication Details

Journal
Journal of Applied Gerontology
Published
2026-07-18
DOI
https://doi.org/10.1177/07334648261469604
Primary Topic
Chronic Disease Management Strategies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

How the Intensities of Physical Activities Shape the Health Trajectory of Multimorbid Older Adults

Nnaelue Godfrey Ojijieme, Neelum Khalid, Rashed Nawaz, Shaoqing Gong
Journal of Applied Gerontology
Chronic Disease Management Strategies
article

How the Intensities of Physical Activities Shape the Health Trajectory of Multimorbid Older Adults

Nnaelue Godfrey Ojijieme, Neelum Khalid, Rashed Nawaz, Shaoqing Gong
article en

Abstract

ObjectiveThis study examines healthy aging (HA) intercepts and slopes and how physical activity moderates their association with multimorbidity among older adults in the United States.MethodsData were drawn from the Health and Retirement Study, a representative survey between 2004 and 2020. Growth curve models were estimated for 1,238 retired individuals to assess how light, moderate, and vigorous physical activity moderated the relationship between multimorbidity and HA trajectories across three domains.ResultsHigher frequencies of physical activity were associated with moderated effects of multimorbidity on both baseline levels and rates of change in HA across domains. These associations were observed across moderate, light, and vigorous physical activity models, with patterns of favorable moderation. Additionally, between-individual variation was observed in HA trajectories, with higher baseline levels of HA being associated with slower decline.ConclusionPhysical activity offers a protective effect against multimorbidity-related decline, highlighting its importance for promoting healthy aging.

Journal of Applied Gerontology
Xi’an University (CN), Luohe Medical College (CN), Xi'an University of Technology (CN), Xi'an Jiaotong University (CN)
Openalex Percentile: Top 8%
Chronic Disease Management Strategies
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.