Evidence map›Paper›PMID 42400168›Full record

ArticleThe British journal of social psychology2026

Rethinking social media metrics: Daily interaction valence and well-being in university students.

Aseel Sahib, Stephanie L Hardacre, Olivia Evans, Anika S Quayle, Mark Rubin, Alysia Robertson, Tegan Cruwys, Lillian Smyth

Abstract read
In one paragraph

Article in The British journal of social 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

8 authors.

Aseel SahibSchool of Psychology, Deakin University, Melbourne, Australia.ORCID https://orcid.org/0000-0001-6403-3977
Stephanie L HardacreSchool of Medicine and Psychology, the Australian National University, Canberra, Australia.ORCID https://orcid.org/0000-0003-1838-8317
Olivia EvansSchool of Medicine and Psychology, the Australian National University, Canberra, Australia.ORCID https://orcid.org/0000-0002-0453-7679
Anika S QuayleSchool of Medicine and Psychology, the Australian National University, Canberra, Australia.ORCID https://orcid.org/0009-0001-1004-343X
Mark RubinDepartment of Psychology, Durham University, Durham, UK.ORCID https://orcid.org/0000-0002-6483-8561
Alysia RobertsonSchool of Medicine and Psychology, the Australian National University, Canberra, Australia.ORCID https://orcid.org/0000-0002-3803-2492
Tegan CruwysSchool of Medicine and Psychology, the Australian National University, Canberra, Australia.ORCID https://orcid.org/0000-0001-5296-3480
Lillian SmythSchool of Medicine and Psychology, the Australian National University, Canberra, Australia.ORCID https://orcid.org/0000-0003-2679-2969

Funding

Australian Research Council IN200100047
6 · The paper itself

Abstract

Rising concern about student mental health has highlighted the complex role of social media as both a source of support and a risk factor. However, existing research often relies on simplistic measures that overlook the context-dependent ways in which students engage with these platforms. This daily diary study (159 observations; N = 40 university students) examined how the valence of university-specific social media interactions related to student well-being. Grounded in the view that digital spaces increasingly mediate campus social life, we tested whether more positive daily online interactions predicted greater subsequent well-being and whether this association was mediated by sense of community and social support, provided or received. Social class was examined as a moderator. Multilevel analyses showed that more positive interaction valence was associated with higher subsequent daily well-being, stronger sense of community, and greater provided and received social support. However, none of the mediators predicted well-being, and no indirect effects were observed. These findings suggest that the quality of university-related online interactions is linked to student well-being.

Indexed as

Psychological Well-BeingSocial InteractionSocial MediaSocial SupportStudentsAdolescentAdultDigital MediaFemaleHumansMaleMedia ExposureUniversitiesYoung Adultdaily diarysocial connectednesssocial mediasocial supportuniversity well‐being

Identifiers

PMID42400168
PMCPMC13332309

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.