Evidence map›Paper›PMID 41299766›Full record

ArticleBMC psychology2025

Digital stress and problematic social media use among college students: exploring dual emotional pathways and the moderating role of cognitive reappraisal.

Yangyang Zhan, Lan Luo, Xinna Hu

Abstract read
In one paragraph

Article in BMC psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 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

3 authors.

Yangyang ZhanPsychological Counseling and Guidance Center, Jiangxi University of Traditional Chinese Medicine, Nanchang, 330004, China.ORCID http://orcid.org/0009-0006-7364-5354
Lan LuoPsychological Counseling and Guidance Center, Jiangxi University of Traditional Chinese Medicine, Nanchang, 330004, China. 20060886@jxutcm.edu.cn.ORCID http://orcid.org/0009-0004-5545-1164
Xinna HuSchool of Humanities, Jiangxi University of Traditional Chinese Medicine, Nanchang, 330004, China.ORCID http://orcid.org/0009-0005-2501-4243

Funding

Key Research Base Project of Humanities and Social Sciences in Jiangxi Colleges and Universities JD23056
6 · The paper itself

Abstract

Digital stress has emerged as a significant form of psychological strain in online environments and is closely associated with problematic social media use (PSMU). However, the emotional and cognitive processes underlying this relationship remain unclear. Guided by the stress-coping framework and the Interaction of Person-Affect-Cognition-Execution (I-PACE) model, the present study examined whether anxiety and depression mediate the association between digital stress and PSMU, and whether cognitive reappraisal moderates these indirect effects. A total of 2,103 Chinese university students (1,035 males; mean age = 20.37 years, SD = 1.26) completed self-report measures of digital stress, anxiety, depression, cognitive reappraisal, and PSMU. Structural equation modeling and latent moderated structural equation analyses were conducted to test the proposed model. Results indicated that higher levels of digital stress were associated with greater PSMU, both directly and indirectly through anxiety and depression. Moreover, cognitive reappraisal attenuated the strength of these associations, suggesting a moderating role in the relationship between digital stress and emotional responses. These findings support a dual emotional pathway framework, indicating that digital stress may be linked to problematic social media engagement through high-arousal (anxiety-related) and low-arousal (depression-related) emotional processes. The results provide empirical support for extending emotion regulation models to digital contexts and underscore the importance of strengthening cognitive reappraisal skills to promote healthier social media engagement among university students.

Indexed as

CognitionEmotionsSocial MediaStress, PsychologicalStudentsAdaptation, PsychologicalAdolescentAdultAnxietyChinaDepressionFemaleHumansMaleUniversitiesYoung AdultAnxietyCognitive reappraisalCollege studentsDepressionDigital stressParallel mediationPSMU

Identifiers

PMID41299766
PMCPMC12659311

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.