Evidence map›Paper›PMID 40342499›Full record

ArticleFrontiers in public health2025

The impact of social participation on mental health among the older adult in China: an analysis based on the mental frailty index.

Maiyu Jing, Qianqian Wang, Yuheng Jia, Xiaoyong Yu, Kan Tian

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

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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

8 citing papers in PubMed.

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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

5 authors.

Maiyu JingSchool of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, China.
Qianqian WangSchool of Elderly Care Services and Management, Nanjing University of Chinese Medicine, Nanjing, China.
Yuheng JiaSchool of Health Economics and Management, Nanjing University of Chinese Medicine, Nanjing, China.
Xiaoyong YuSchool of Elderly Care Services and Management, Nanjing University of Chinese Medicine, Nanjing, China.
Kan TianSchool of Elderly Care Services and Management, Nanjing University of Chinese Medicine, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Social participation and the psychological well-being of the older adult are correlated. A substantial body of research has delineated the relationship between social participation and the mental health of older adults, while the indicators for assessing the mental health of the older adult are not sufficiently systematic or comprehensive. This study aims to further explore the relationship between social participation and the mental health of older adults from the perspective of mental frailty, providing a reference for the improvement of health among the older adult population. Methods: We selected 9,208 older adults aged 60 years and older from the China Health and Retirement Longitudinal Study (CHARLS) 2013-2018 database. The mental frailty index was constructed, which integrates both depression and cognitive status to assess the mental health status of the older adult. By using a fixed-effects model, we analyzed the impact of social participation on the mental health of the older adult and compared gender, residence and marriage difference. Meanwhile, the instrumental variables method was used to conduct endogeneity tests. Results: Overall, 65.8% of the respondents had low social participation. Social participation had a significant enhancement effect on mental health in the older adult ( Conclusion: Social participation has a positive effect on the mental health of the older adult in China, and the effect varies for the older adult with different characteristics, which suggests that social participation may be a protective factor for the mental health of the older adult population. Targeting differentiated population characteristics, individualized policies should be developed for different groups of older persons.

Indexed as

Frail ElderlyFrailtyMental HealthSocial ParticipationAgedAged, 80 and overChinaFemaleHumansLongitudinal StudiesMaleMiddle Agedfrailty indexhealthmental healtholder adultssocial participation

Identifiers

PMID40342499
PMCPMC12058493

What Socratic holds

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LicenceCC BY
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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 Socratic graph.