Evidence map›Paper›PMID 41209787›Full record

ArticleFrontiers in psychology2025

The effect of social media dependence on the perceived academic performance of university students in Cameroon: the role of psychological well-being and social anxiety.

Yvette Dufola Jaff, Dilan Ciftci

Abstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Frontiers in psychology · 2026
    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

2 authors.

Yvette Dufola JaffDepartment of Communication and Media Studies, Institute of Graduate Studies and Research, Faculty of Communication, Cyprus International University, Nicosia, Cyprus.
Dilan CiftciDepartment of Communication and Media Studies, Institute of Graduate Studies and Research, Faculty of Communication, Cyprus International University, Nicosia, Cyprus.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Social media usage has increased, raising worries about its potential effects on individuals' mental health. The present study aims to establish the relationship between social media dependence and academic performance and isolate how sense of belonging, and social anxiety mediate this effect. It offers an enhanced analysis of the phenomena by expanding on contributions provided by researchers from various areas in the literature. This research comprises a quantitative survey of 595 Cameroonian social media users to evaluate the suggested hypotheses. The results show that social media dependence generally has a beneficial indirect effect on perceived academic performance. The direct impact of social media dependence on perceived academic performance is negative but statistically insignificant. The findings shows that the significant positive influence of social media usage on the sense of belonging implies a positive impact of social media on Cameroonian students. However, the direct negative relationship between social media use and academic performance is not statistically significant and may be due to the fact that the benefits of social media use to the sample under investigation outweighs its negative effects. The findings have important policy implications. They suggest that higher education stakeholders in Cameroon should harness the potential of social media to enhance students' sense of belonging and academic engagement. Policymakers could develop guidelines for integrating social media into learning environments in ways that support students' psychological well-being and academic outcomes.

Indexed as

academic performancepsychological well-beingsense of belongingsocial anxietysocial media

Identifiers

PMID41209787
PMCPMC12592132

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.