Evidence map›Paper›PMID 41397161›Full record

ArticleJMIR aging2025

The Dynamic Associations of Social and Intellectual Activity With Frailty Trajectory in Middle-Aged and Older Adults in China: Nationwide Longitudinal Study.

Fei Xu, Xinlei Miao, Shuang Liu, Yangxuan He, Meng Li, Jiayi Deng, Yilin Zhu, Jingshan Jiang, Song Leng

Abstract read
In one paragraph

Article in JMIR aging, 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

9 authors.

Fei Xu *Department of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0001-3426-3787
Xinlei Miao *Department of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0000-0001-8539-6451
Shuang LiuDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0001-4284-7897
Yangxuan HeDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0003-7963-219X
Meng LiDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0006-3224-8598
Jiayi DengDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0008-6485-9232
Yilin ZhuDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0002-1871-1380
Jingshan JiangDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0009-0009-4741-890X
Song LengDepartment of Health Management Center, The Second Affiliated Hospital of Dalian Medical University, No.467, Zhongshan Road, Shahekou District, Dalian, Liaoning, 116023, China, 86 17709875677, 86 0411-84686593.ORCID http://orcid.org/0000-0001-6692-9195

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Research on the effects of social and intellectual activities on frailty remains limited, particularly longitudinal studies examining how these activities influence the dynamic progression of frailty over time. We aimed to examine this association in a nationally longitudinal study. Objective: This study aimed to investigate the relationship between social and intellectual and frailty trajectories in the middle-aged and older Chinese population. Specifically, it sought to identify distinct frailty trajectories and quantify the longitudinal protective effects of social and intellectual activities against adverse frailty progression, while exploring differential impacts across age, sex, and residence subgroups. Methods: This study used data from the China Health and Retirement Longitudinal Study and group-based trajectory modeling identified frailty trajectories over seven years. Frailty was assessed using a 38-item frailty index. The frequency of social activities and intellectual activity were quantified separately. Multivariate ordinal logistic regression analyzed associations between activity frequencies and trajectory membership. Results: Three different trajectories of frailty were identified in this study: "low progressive trajectories" (n=7208, 65.8%), "moderate progressive trajectories" (n=3061, 28.5%), and "high progressive trajectories" (n=609, 5.7%). Compared to nonparticipants, frequent social activity participation reduced the likelihood of transitioning to the "moderate progressive" trajectory (odds ratio [OR] 0.84, 95% CI 0.75-0.94; P=.004). Intellectual activity engagement lowered risks of both "moderate" (OR 0.77, 95% CI 0.63-0.94; P=.01) and "high progressive" trajectories (OR 0.63, 95% CI 0.40-0.99; P=.04). Subgroup analyses revealed differential effects by age, sex, and residence. Conclusions: This study confirms the existence of heterogeneous long-term frailty trajectories among middle-aged and older Chinese adults, social and intellectual activities significantly mitigate frailty progression in Chinese middle-aged and older adults. Regular participation in structured social and intellectual activities can effectively delay frailty development in this population.

Indexed as

Frail ElderlyFrailtySocial ParticipationAgedAged, 80 and overChinaDisease ProgressionFemaleHumansLongitudinal StudiesMaleMiddle AgedCHARLSChina Health and Retirement Longitudinal Studyfrailtyintellectual activitysocial activitytrajectory modelling

Identifiers

PMID41397161
PMCPMC12704913

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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.