Evidence map›Paper›PMID 42643269›Full record

ArticleFrontiers in psychology2026

Social media communication and digital learning inclusion: effects on student wellbeing and social change in higher education.

Nimet Harmanci

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

1 author.

Nimet HarmanciFaculty of Business, Department of Business Administration, University of Mediterranean Karpasia, North Cyprus, Türkiye.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While social media has become integral to higher education, limited research examines its mechanisms for improving student wellbeing and social consciousness. This study addresses the gap by investigating whether digital learning inclusion mediates the relationship between social media communication and student outcomes, and how this pathway varies by institutional and individual factors. A cross-sectional survey of 650 students from multiple universities employed Partial Least Squares Structural Equation Modeling (PLS-SEM) to test direct and indirect effects, complemented by multi-group and moderation analyses. Results reveal that an estimated 54% of social media communication's association with wellbeing, and 24% of its association with social change orientation, operated indirectly through digital learning inclusion, with substantial moderation by digital literacy (38.9% effect difference), institutional support (37.5%), and socioeconomic status. These findings extend Social Cognitive Theory and Digital Inclusion frameworks by foregrounding mechanisms over technologies and demonstrating that institutional equity commitments were associated with more effective use of social media for holistic student development. The study offers evidence-based guidance for institutional practice and identifies equity disparities requiring targeted intervention.

Indexed as

digital learning inclusionhigher education equitysocial change orientationsocial media communicationstudent wellbeing

Identifiers

PMID42643269
PMCPMC13503323

What OpenQuestion holds

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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.