Evidence map›Paper›PMID 41353396›Full record

ArticleArchives of public health = Archives belges de sante publique2025

Urban-rural differences and bidirectional association between social participation and cognitive function among Chinese older adults: a 10-year prospective cohort study.

Wenjing Zhu, Jingwen Song, Yang Luo, Aijun Xu

Abstract read
In one paragraph

Article in Archives of public health = Archives belges de sante publique, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Wenjing ZhuSchool of Health Economics and Management, Nanjing University of Chinese Medicine, No. 138 Xianlin Avenue, Nanjing, Jiangsu Province, 210023, China.ORCID http://orcid.org/0009-0008-1142-151X
Jingwen SongSchool of Health Economics and Management, Nanjing University of Chinese Medicine, No. 138 Xianlin Avenue, Nanjing, Jiangsu Province, 210023, China.ORCID http://orcid.org/0009-0004-2305-7074
Yang LuoSchool of Health Economics and Management, Nanjing University of Chinese Medicine, No. 138 Xianlin Avenue, Nanjing, Jiangsu Province, 210023, China.ORCID http://orcid.org/0009-0003-0494-9643
Aijun XuSchool of Health Economics and Management, Nanjing University of Chinese Medicine, No. 138 Xianlin Avenue, Nanjing, Jiangsu Province, 210023, China. xuaijun2000@njucm.edu.cn.ORCID http://orcid.org/0000-0002-1444-7255

Funding

Graduate Research and Innovation Projects of Jiangsu Province KYCX25_2435Major Project of Philosophy and Social Science Research in Colleges and Universities of Jiangsu Province 24JZD043
6 · The paper itself

Abstract

backgroundChina is experiencing rapid population aging and increasing dementia cases. Although existing evidence suggests a link between social participation (SP) and cognitive function (CF) in older adults, few studies have explored their long-term patterns and interplay across urban-rural groups.

methodsWe utilized five waves (2011, 2013, 2015, 2018 and 2020) of multivariate longitudinal data from the China Health and Retirement Longitudinal Study, categorizing participants into urban and rural groups by residence. A group-based dual trajectory model was employed to examine the heterogeneous trajectories and bidirectional association of social participation and cognitive function among 4,133 participants. Binary and multinomial logistic regression analyses were used to explore the predictors of different trajectories. A multigroup cross-lagged panel model was applied to explore the bidirectional associations between social participation and cognitive function.

resultsAmong the rural participants, three social participation trajectories were identified: "No SP" (45.2%), "Low SP" (47.5%) and "Moderate SP" (7.3%), and the urban areas included two: "No SP" (62.3%) and "Low SP" (37.7%). There were three patterns of cognitive function in rural areas: "Low-Decline CF" (28.4%), "Moderate-Decline CF" (39.0%) and "High-Decline CF" (32.6%), while urban areas had two: "Low-Decline CF" (49.8%) and "High-Decline CF" (50.2%). Sleep duration was a common risk factor for SP and CF in rural participants (p < 0.05). Individuals with higher levels of social participation were also more likely to exhibit better cognitive function (rural: 79.08%; urban: 65.89%). The cross-lagged analysis showed that cognitive function at the previous wave had a significant positive effect on subsequent social participation (p < 0.05).

conclusionsThe long-term developmental trajectories of social participation and cognitive function are synchronized, primarily driven by the positive effect of cognitive function on social participation. Rural older adults exhibited greater heterogeneity in their trajectories and more complex predictors than their urban counterparts. Interventions targeted at the urban‒rural context are recommended to reduce cognitive decline and promote health equity.

Indexed as

AgingCognitionHealth equitySocial participationUrban–Rural differences

Identifiers

PMID41353396
PMCPMC12797628

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