Evidence map›Paper›PMID 41641041›Full record

ArticleFrontiers in public health2025

The spillover effects of formal social support on vulnerability to poverty among rural older adult households: a risk 'shock-response' perspective.

Cui Fu, Zhiren Tan, Jun He

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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Cui FuSchool of Economics and Management, Nanjing Agricultural University, Nanjing, Jiangsu, China.
Zhiren TanSchool of Economics, Beijing Institute of Technology, Beijing, China.
Jun HeSchool of Economics and Management, Nanjing Agricultural University, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Mitigating vulnerability to poverty among rural older adult households remains a critical challenge for developing countries striving to achieve poverty reduction goals. While the role of formal social support in alleviating rural poverty is recognized, the specific mechanisms through which it mitigates vulnerability among rural older adult households have not been sufficiently explored. Methods: Using longitudinal data from the 2018-2022 waves of the China Family Panel Studies (CFPS), this study examines how formal social support affects the vulnerability to poverty among rural older adult households from a risk "shock-response" perspective. We categorize formal social support into preventive social support (PSS), risk mitigation social support (MSS), and safety net social support (SSS), while further investigating its spillover effects and regional heterogeneity. Results: (1) formal social support significantly reduces vulnerability to poverty among rural older adult households; (2) a positive spillover effect exists, wherein formal social support fosters non-economic support provided by adult children and neighbors; and (3) this spillover effect exhibits significant regional heterogeneity, being notably weaker in Northeast China compared to other regions. Conclusion: These findings underscore the criticality of understanding formal support mechanisms to optimize social support systems and refine poverty reduction governance. Particularly in the context of population mobility, these insights are vital for alleviating vulnerability to poverty among rural older adult households in China and addressing broader challenges of rural poverty in developing countries.

Indexed as

PovertyRural PopulationSocial SupportAgedChinaFamily CharacteristicsFemaleHumansLongitudinal Studiesformal social supportinformal social supportrural older adult householdsspillover effectsvulnerability to poverty

Identifiers

PMID41641041
PMCPMC12865987

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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.