ArticleThe journals of gerontology. Series B, Psychological sciences and social sciences2025
Voluntary participation and life satisfaction among Chinese older adults: a propensity score analysis.
Article in The journals of gerontology. Series B, Psychological sciences and social sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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.
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.
Who cites it
2 citing papers in PubMed.
- The divergent roles of childhood literacy and food availability in cognitive aging: evidence from two Chinese longitudinal datasets.The Gerontologist · 2026Observational
- The worst tie matters: intergenerational relationship trajectories in multi-child families and depressive symptoms of older parents in China.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTheories of productive aging suggest that voluntary participation can enhance the subjective well-being of older adults. However, the extent to which this relationship is confounded by factors such as individual health status, social roles, socioeconomic status (SES), and community factors remains uncertain. This study aims to address this selection effect while simultaneously exploring the heterogeneity in life satisfaction associated with voluntary participation within the Chinese context.
methodsWe analyzed nationally representative cross-sectional data from the 2020 China Longitudinal Aging Social Survey (CLASS, N = 11,182) using propensity score matching to estimate the net association between voluntary participation and life satisfaction among older adults. Furthermore, we stratified the analysis by key characteristic variables (e.g., SES, health status, and social roles) to assess heterogeneity in the relationship between volunteering and life satisfaction.
resultsVoluntary participation was positively correlated with life satisfaction among older adults. After statistically balancing potential confounders between groups of volunteers and non-volunteers, the association remained robust, though the effect size decreased by nearly 36.36%. Subgroup analyses showed that disadvantaged older adults, such as women, those with less education and social support, rural hukou status, functional limitations, and no pension from enterprises or public institutions, benefit more from the positive link between volunteering and life satisfaction than advantaged older adults. DISCUSSION: Policies that promote volunteer programs can effectively address the challenges of an aging population in China. Given the greater benefits observed among socio-economically disadvantaged groups, policymakers should focus on developing targeted volunteer programs to enhance their well-being.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.