ArticlePreventive medicine reports2023
Multimorbidity is associated with lower total 24-hour movement activity among US adults.
Article in Preventive medicine reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Device-Based Physical Activity and Low-Grade Inflammation in People With Multimorbidity: Cross-Sectional Baseline Analysis From the MOBILIZE Trial.European journal of sport science · 2025Trial
- Biological age acceleration and extrahepatic multimorbidity in U.S. adults with metabolic dysfunction-associated steatotic liver disease: a national cross-sectional study.Clinical and experimental hepatology · 2026Article
- Feasibility and Acceptability of an eHealth-Based Physical Activity Coaching Intervention During Pulmonary Rehabilitation for People With Chronic Obstructive Pulmonary Disease: Mixed Methods Study.JMIR formative research · 2026Article
- Sociodemographic and Health-Related Disparities in 24-Hr Movement Cycles Among Older Adult Women: The Study of Women's Health Across the Nation.Journal of aging and physical activity · 2026Article
- Association of multimorbidity trajectories from early adulthood through middle age with middle-age physical function.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- Machine learning models for predicting multimorbidity trajectories in middle-aged and elderly adults.Scientific reports · 2025Article
- Impact of muscle strength decline and exercise intervention on multimorbidity of chronic diseases in older adults.Zhong nan da xue xue bao. Yi xue ban = Journal of Central South University. Medical sciences · 2025Review
- Multimorbidity Trajectories From Early to Middle Adulthood and Physical Activity.American journal of preventive medicine · 2025Article
- Trends in the Prevalence of Multiple Chronic Conditions Among US Adults With Hypertension From 1999-2000 Through 2017-2020.American journal of hypertension · 2024Article
- Temporal change in multimorbidity prevalence, clustering patterns, and the association with mortality: findings from the China Kadoorie Biobank study in Jiangsu Province.Frontiers in public health · 2024Article
- Leveraging Digital Workflows to Transition the Orthotics and Prosthetics Profession Toward a Client-Centric and Values-Based Care Model.Canadian prosthetics & orthotics journal · 2023Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Having chronic conditions may result in reduced physical and cognitive function but less is known about multimorbidity with daily movement. We examined the association of multimorbidity and device-measured total daily movement in a nationally representative sample of US adults aged ≥ 30 years from the 2011-2014 National Health and Nutrition Examination Surveys. Methods: Any multimorbidity (≥2 conditions) and complex multimorbidity (≥3 conditions across ≥ 3 body systems) were quantified using 16 chronic conditions via self-report and/or clinical thresholds. Total movement over 24-hours (Monitor-Independent Movement Summary units [MIMS-units]) was measured using a wrist-worn device (ActiGraph GT3X). Multivariable linear regression examined the association of 1) each chronic condition, 2) number of conditions, 3) any multimorbidity, and 4) complex multimorbidity with total movement. Covariates included age, gender, race/ethnicity, educational attainment, and smoking status. Results: Among US adults (N = 7304, mean age: 53.2 ± 0.34 years, 53.2% female, 69.4% Non-Hispanic White), 62.2% had any multimorbidity with 34.2% having complex multimorbidity. After adjustment, a higher number of chronic conditions was associated with incrementally lower total movement (β MIMS-units [95% CI] compared to those with no chronic conditions; one: -419 [-772, -66], two: -605 [-933, -278], three: -1201 [-1506, -895], four: -1908 [-2351, -1465], 5+: -2972 [-3384, -2560]). Complex multimorbidity presence was associated with -1709 (95% CI: -2062, -1357) and -1269 (-1620, -918) lower total movement compared to those without multimorbidity and multimorbidity but not complex, respectively. Conclusions: Multimorbidity was associated with lower 24-h movement among US adults and may be helpful for identifying adults at risk for low movement.
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