Evidence map›Paper›PMID 42380804›Full record

ArticleBMC geriatrics2026

The joint association of sleep duration and physical activity with frailty among older adults: the first evidence from CHARLS.

Fu Yuan, Shiqiang Wang, Huatao Zheng, Xingcan Zhou, Xuan Tang, Dan Li

Abstract read
In one paragraph

Article in BMC geriatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Fu YuanHunan University of Technology, Zhuzhou, 412007, China.
Shiqiang WangHunan University of Technology, Zhuzhou, 412007, China. suswsq@163.com.
Huatao ZhengHunan University of Technology, Zhuzhou, 412007, China.
Xingcan ZhouHunan University of Technology, Zhuzhou, 412007, China.
Xuan TangHunan University of Technology, Zhuzhou, 412007, China.
Dan LiHunan University of Technology, Zhuzhou, 412007, China. 164674368@qq.com.

Funding

Philosophy and Social Sciences Foundation of China No. 24BTY033Philosophy and Social Sciences Foundation of China No. 25CTY039
6 · The paper itself

Abstract

objectivesThis study aimed to investigate the independent and joint associations of sleep duration and physical activity (PA) with longitudinal frailty developmental trajectories among older adults in the China Health and Retirement Longitudinal Study (CHARLS).

methodsWe utilized five waves of longitudinal data (2011-2020) from the CHARLS cohort. Group-based trajectory modeling (GBTM) was employed to identify distinct dynamic frailty trajectories. Sleep duration was categorized as short (< 6 h/day), normal (6-8 h/day), and long (> 8 h/day). PA levels were classified into light-level PA (LPA, < 600 MET-minutes/week), moderate-level PA (MPA, 600-3000 MET-minutes/week), and vigorous-level PA (VPA, > 3000 MET-minutes/week) based on the International Physical Activity Questionnaire (IPAQ) recommendations. Multinomial logistic regression models were conducted to examine the independent and joint effects of sleep and PA on the identified frailty trajectories.

resultsFrom 2011 to 2020, the overall pooled prevalence of frailty was the lowest in the VPA group (20.42%) and the normal sleep duration group (19.85%) compared with all other subgroups (P < 0.001). Three distinct frailty trajectories were identified: low-level stable, medium-level increase, and high-level increase. In the fully adjusted model, MVPA, normal and long sleep durations significantly reduced the risk of transitioning into the medium-level and high-level increase trajectories compared to LPA and short sleep. In joint analyses, compared to the LPA with short sleep reference group, significantly lower odds of entering the high-level increase trajectory were observed in the LPA with normal sleep subgroup (OR = 0.203, 95% CI: 0.049-0.841) and MPA with normal or long sleep subgroups (normal: OR = 0.081, 95% CI: 0.021-0.312; long: OR = 0.074, 95% CI: 0.014-0.383). Notably, VPA consistently conferred substantial protection across all sleep categories (short: OR = 0.224, 95% CI: 0.064-0.788; normal: OR = 0.063, 95% CI: 0.018-0.221; long: OR = 0.131, 95% CI: 0.033-0.521).

conclusionsThe findings of this study demonstrate that adequate sleep duration and PA are crucial independent and synergistic protective factors against rapid frailty progression. These findings highlight that concurrently targeting both behaviors is a vital clinical strategy to mitigate severe frailty and promote healthy aging.

Indexed as

ExerciseFrail ElderlyFrailtySleep DurationAgedAged, 80 and overChinaFemaleHumansLongitudinal StudiesMaleFrailty trajectoryJoint associationOlder adultsPhysical activitySleep duration

Identifiers

PMID42380804
PMCPMC13579862

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.