Evidence map›Paper›PMID 37954962›Full record

ArticlePreventive medicine reports2023

Multimorbidity is associated with lower total 24-hour movement activity among US adults.

Erin E Dooley, Ligong Chen, Lama Ghazi, Bjoern Hornikel, Pablo Martinez-Amezcua, Priya Palta, C Barrett Bowling, Paul Muntner, Cora E Lewis, Kelley Pettee Gabriel

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. 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 · 2025
    Article
  6. Article
  7. 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 · 2025
    Review
  8. Article
  9. Article
  10. Article
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Erin E DooleyDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Ligong ChenDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Lama GhaziDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Bjoern HornikelDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Pablo Martinez-AmezcuaDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
Priya PaltaDepartment of Neurology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
C Barrett BowlingU.S. Department of Veterans Affairs, Durham Veterans Affairs Geriatric Research Education and Clinical Center, Durham Veterans Affairs Medical Center (VAMC), Durham, NC, USA.
Paul MuntnerDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Cora E LewisDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.
Kelley Pettee GabrielDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

AccelerometryChronic diseaseEpidemiologyMIMS-unitsNHANESPhysical activity

Identifiers

PMID37954962
PMCPMC10632122

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.