Evidence map›Paper›PMID 41358242›Full record

ArticleFrontiers in public health2025

Digital connectivity and healthy aging in China: how Internet use shapes subjective well-being through social engagement and isolation.

Jun-Feng Kuang, Lin-Lin Yang, Shang-Zhou Li, Xue-Qing 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. Not yet cited in PubMed.

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

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.

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

4 authors.

Jun-Feng KuangSchool of Law and Political Science, Yunnan University of Finance and Economics, Kunming, China.
Lin-Lin YangSouthwest Frontier Minority Research Center, Yunnan University, Kunming, China.
Shang-Zhou LiSchool of Medicine, Yunnan University, Kunming, China.
Xue-Qing TianCollege of Humanities and Social Science, Yunnan Agricultural University, Kunming, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While the relationship between Internet use and subjective well-being has attracted substantial scholarly attention, empirical evidence regarding its causal mechanisms remains inconclusive. This study examines how Internet use influences subjective well-being among older adults using survey data from 518 respondents across six communities in Kunming, Yunnan Province, China. Results indicate that Internet use demonstrates a significant positive association with subjective well-being when mediating variables are excluded from the analysis. However, the direct effect becomes statistically non-significant after introducing social engagement and social isolation as parallel mediators, suggesting full mediation. These findings reveal that Internet use enhances subjective well-being indirectly through its effects on reducing social isolation and promoting social engagement among older adult populations. Grounded in social support theory, this research provides culturally contextualized insights for developing digital inclusion strategies to promote healthy aging in China.

Indexed as

Healthy AgingInternetInternet UseSocial IsolationAgedAged, 80 and overChinaFemaleHumansMaleMiddle AgedSocial SupportSurveys and QuestionnairesChinainternet useolder adultssocial engagementsocial isolationsubjective well-being

Identifiers

PMID41358242
PMCPMC12675243

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.