Evidence map›Paper›PMID 41341115›Full record

ArticleJournal of frailty, sarcopenia and falls2025

Frailty and Physical Activity: A Compositional Isotemporal Substitution Analysis from the All of Us Research Program.

Christian W Schmidt, Lisa Cadmus-Bertram, Amy Cochran, Kristen A Pickett, Sandesh Parajuli, Brad C Astor

Abstract read
In one paragraph

Article in Journal of frailty, sarcopenia and falls, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Christian W SchmidtDepartment of Kinesiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Lisa Cadmus-BertramDepartment of Kinesiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Amy CochranDepartment of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.
Kristen A PickettDepartment of Kinesiology, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Sandesh ParajuliDivision of Nephrology, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.
Brad C AstorDepartment of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: The objective of this study was to quantify the impact of shifting time away from sedentary behavior to physical activity on frailty in older adults. Methods: Participants from the All of Us Research Program with Fitbit data were included in the analysis. Fitbit data was used to measure time spent in sleep, sedentary behavior, light-intensity physical activity, and moderate-to-vigorous physical activity. Frailty was assessed using a 33-item frailty index. A compositional isotemporal substitution model was created to assess the estimated effects of substituting 30 minutes of sedentary behavior with an equal amount of time in physical activity on frailty. Results: Reductions in frailty index were seen by shifting 30 minutes from sedentary behavior to light activity (-0.003 [95% CI: -0.004, -0.002]) and moderate-to-vigorous activity (-0.016 [-0.017, -0.014]). Lower odds of frailty were also seen from shifting time from sedentary behavior to light activity or moderate-to-vigorous activity. Associations between physical activity and frailty were generally more pronounced in those participants who were frail or pre-frail than in those who were robust. Conclusions: Shifting time from sedentary behavior to physical activity is associated with lower odds of frailty, and shifting time to higher intensity activities may have a greater benefit to frailty.

Indexed as

All of Us Research ProgramFrailtyFrailty indexIsotemporal substitution modelsPhysical activity

Identifiers

PMID41341115
PMCPMC12670214

What OpenQuestion holds

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LicenceCC BY-NC-SA
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Registered trials

None linked

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.