ReviewFrontiers in public health2026
Research advances in exercise management for frail older adults.
Review in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As global aging accelerates, there is a dramatic shift in the structure of world health. Frailty marks the entry into aging and becomes an important factor affecting the health of older adults. In order to reduce the harm of infirmity to the physical health of the older adults, international interventions for infirmity have been continuously developed, and exercise management has been widely studied as an effective intervention strategy in geriatric infirmity, but the domestic research on infirmity started late and has been less studied. This paper reviews the definition and clinical manifestations of frailty in the older adults, types of exercise interventions and assessment of exercise effects, and research progress in health management theory, with a view to providing reference for the development of exercise programs for frail older adults.
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What Socratic holds
Registered trials
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 Socratic graph.