Evidence mapPaperPMID 41530270Full record

ArticleScientific reports2026

The impact of social media addiction on college students' mental health through social support and resilience.

Fuyao Cai, Yujun Wang, Shuying Jin

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Fuyao CaiSchool of Journalism and Communication, Dalian University of Foreign Languages, Dalian, 116044, Liaoning, China. 18842619239@163.com.
Yujun WangSchool of Humanities, Zhejiang University of Science and Technology, Hangzhou, 310018, Zhejiang, China.
Shuying JinSchool of Journalism and Communication, Dalian University of Foreign Languages, Dalian, 116044, Liaoning, China.

Funding

This work was supported by the National Social Science Foundation of China No.21CXW003
6 · The paper itself

Abstract

The problematic use of social media has emerged as a significant challenge confronting contemporary college student populations, raising concerns about its harm to psychological well-being. Although prior studies explored how social support and resilience can reduce addictive behaviors, few have examined how these two factors jointly link social media addiction and mental health issues, or how gender shapes these links. This study addresses these gaps by proposing a moderated chain mediation model based on stress-buffering and resilience theories. A total of 1,020 Chinese undergraduates took part. Standardized tools assessed mental health issues, social support, resilience, and social media addiction. PLS-SEM was used to analyze mediating and moderating pathways. Analysis revealed a significant positive relationship between social media addiction and mental health issues after controlling for covariates. A sequential mediation analysis revealed that this association was mediated by social support and resilience. Moreover, gender was found to moderate the links from social media addiction and social support to mental health issues, with stronger effects seen in female students. However, gender did not significantly moderate the relationship linking resilience to mental health issues. This study provides an initial examination of how social support and resilience serve as chain mediators between social media addiction and mental health issues, and highlights gender's moderating role. The findings inform targeted interventions and resilience programs for students.

Indexed as

Behavior, AddictiveInternet Addiction DisorderMental HealthResilience, PsychologicalSocial MediaSocial SupportStudentsAdolescentAdultChinaDigital MediaFemaleHumansMaleSex FactorsUniversitiesGender differencesMental healthResilienceSocial media addictionSocial support

Identifiers

PMID41530270
PMCPMC12877163

What Socratic holds

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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 Socratic graph.