Evidence map›Paper›PMID 41171891›Full record

ArticlePloS one2025

The impact of internet use on the subjective well-being of older adults: The mediating role of mental health.

Jiangwei Hu, Chunyun Tan

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

3 citing papers in PubMed.

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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

2 authors.

Jiangwei HuSchool of Chinese Literature and Media, Hubei University of Arts and Science, Xiangyang, Hubei, China.ORCID https://orcid.org/0000-0002-8976-2022
Chunyun TanSchool of Chinese Literature and Media, Hubei University of Arts and Science, Xiangyang, Hubei, China.ORCID https://orcid.org/0009-0006-0872-8989

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAs internet use rises among older adults, the internet has become a vital tool for maintaining social ties and enhancing life satisfaction. Prior research suggests that online engagement may be linked to subjective well-being (SWB) by offering emotional support and opportunities for participation. However, the psychological pathways underlying this association-such as psychological anxiety, social loneliness, and goal deficiency (reduced sense of purpose)-remain underexplored. To address this gap, this study examines how these psychological factors are associated with internet use and older adults' SWB in a cross-sectional context.

methodsDrawing on cross-sectional data from the 2021 Chinese General Social Survey (CGSS), this study analyzed a sample of 825 Chinese adults aged 60 years and above. A structural equation modeling (SEM) approach was used to examine the associations among internet use, three psychological variables (psychological anxiety, social loneliness, and goal deficiency), and SWB. Control variables included age, gender, education level, and place of residence.

resultsThe direct association between internet use and SWB was non-significant. However, internet use was associated with lower psychological anxiety, lower social loneliness, and lower goal deficiency, and the overall indirect association with SWB was positive. Among the mediators, psychological anxiety accounted for the largest share of the indirect association, goal deficiency contributed modestly, and the loneliness pathway was not statistically significant. The total association between internet use and SWB remained positive when indirect paths were considered.

conclusionThe evidence indicates that, among older adults, digital engagement is associated with SWB chiefly via mental-health pathways-particularly through its associations with lower anxiety and reduced goal deficiency-rather than through a direct association. These findings suggest that policy and practice may complement access and digital-literacy initiatives with supports that reduce anxiety and strengthen purpose and competence (e.g., step-by-step onboarding, simplified interfaces, peer mentoring) as well as goal-oriented uses such as health self-management and community participation. Since the loneliness-mediated route was not supported, programs should emphasize emotionally meaningful online connections and relationship quality rather than merely increasing contact volume.

Indexed as

InternetInternet UseMental HealthAgedAged, 80 and overAnxietyChinaCross-Sectional StudiesFemaleHumansLonelinessMaleMiddle AgedPersonal SatisfactionSurveys and Questionnaires

Identifiers

PMID41171891
PMCPMC12578345

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.