Evidence map›Paper›PMID 42039023›Full record

ArticleFrontiers in psychology2026

Internet benefits are not one-size-fits-all: age and trust shape digital wellbeing gains.

Yongjun Yu, Siyu Luo, Pei Sun

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. 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

3 authors.

Yongjun Yu *Faculty of Health and Wellness, City University of Macau, Macau, Macao SAR, China.
Siyu Luo *Faculty of Health and Wellness, City University of Macau, Macau, Macao SAR, China.
Pei SunFaculty of Health and Wellness, City University of Macau, Macau, Macao SAR, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although internet use is widespread, its relationship with subjective wellbeing (SWB) remains complex. While previous studies have noted the role of social interaction, less is known about how age and social trust shape this process. Methods: This study investigates how the frequency of internet use relates to SWB among Chinese adults, focusing on the mediating role of social interaction and the moderating roles of social trust and age. Using data from the 2021 Chinese General Social Survey ( Results: The results indicated that: (1) frequent internet use was positively associated with social interaction; (2) social interaction fully mediated the link between internet use and SWB; (3) the positive relationship between internet use and social interaction was stronger for individuals with higher social trust, but weaker among older adults; and (4) the indirect association of internet use was most significant for younger individuals and those with higher social trust. Discussion: These findings suggest that the potential link to wellbeing depends primarily on social interaction, a pathway that varies by individual trust levels and age. The study points to the need for digital policies that consider these demographic and psychological differences.

Indexed as

age moderationChinadigital wellbeingfrequency of internet usemoderated mediationsocial interactionsocial trustsubjective wellbeing

Identifiers

PMID42039023
PMCPMC13106340

What OpenQuestion holds

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LicenceCC BY
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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.