Evidence map›Paper›PMID 39806422›Full record

ArticleBMC public health2025

Socioeconomic status moderate the relationship between mental health literacy, social participation, and active aging among Chinese older adults: evidence from a moderated network analysis.

Yalian Huang, Aibao Zhou, Ping Tang, Xufeng Ma

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

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  11. Exploring Mental Health Literacy and Quality of Life in Multiple Sclerosis: A Cross-Sectional Study.The Journal of neuroscience nursing : journal of the American Association of Neuroscience Nurses
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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

4 authors.

Yalian HuangSchool of Psychology, Northwest Normal University, Lanzhou, 730070, China.
Aibao ZhouSchool of Psychology, Northwest Normal University, Lanzhou, 730070, China. zhoulabpapers@163.com.
Ping TangSchool of Psychology, Chengdu Medical College, Chengdu, 610500, China.
Xufeng MaSchool of Psychology, Northwest Normal University, Lanzhou, 730070, China.

Funding

The National Social Science Fund of China 22XSH013
6 · The paper itself

Abstract

objectiveThe aging population represents a formidable global challenge, with China experiencing an accelerated demographic shift. While previous research has established a directional link between mental health literacy, social participation, and active aging, the moderating effect of socioeconomic status (SES) on these associations remains underexplored. This study sought to address this gap by employing moderated network analysis, in contrast to the total score approaches commonly used in prior literature.

methodsA cross-sectional design was implemented, involving 1,032 Chinese individuals aged 60 and above, who completed the Mental Health Literacy Questionnaire, Active Aging Scale, Social Participation Questionnaire, and Socioeconomic Status Index Scale. The moderated network method was applied to explore the bidirectional relationships between mental health literacy, social participation, and active aging, while examining the moderating role of SES.

resultsThe analysis identified the strongest bidirectional relationships between attitudes toward mental illness and the development of spiritual wisdom. Seven interaction terms emerged involving mental health literacy, social participation, and active aging, moderated by SES. Notably, the most significant interaction terms were found between attitudes toward mental illness and engagement in active learning.

conclusionsThese results contribute novel insights into the bidirectional relationships among mental health literacy, social participation, and active aging, as well as the role of SES in moderating these relationships. The findings highlight the need for targeted policy interventions to address socioeconomic inequalities in later life, thereby fostering active aging.

Indexed as

AgingHealth LiteracyMental HealthSocial ClassSocial ParticipationAgedAged, 80 and overChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansMaleMiddle AgedSurveys and QuestionnairesActive agingMental health literacyModerated network analysisSocial participationSocioeconomic status

Identifiers

PMID39806422
PMCPMC11727262

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LicenceCC BY-NC-ND
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Registered trials

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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.