Evidence map›Paper›PMID 41680934›Full record

ArticleBMC psychology2026

The mediating role of loneliness and the moderating role of digital dementia in the relationship between social appearance anxiety and happiness: a moderated mediation model.

Mustafa Kılavuz, Yalçın Kanbay, Cansu Ağralı

Abstract read
In one paragraph

Article in BMC 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.

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0citing papers in PubMed
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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

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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

3 authors.

Mustafa KılavuzFaculty of Health Sciences, Department of Nursing, Adıyaman University, Adıyaman, Turkey. mustafakilavuz02@gmail.com.ORCID http://orcid.org/0000-0002-8094-3927
Yalçın KanbayFaculty of Health Sciences, Department of Midwifery, Osmaniye Korkut Ata University, Osmaniye, Turkey.ORCID http://orcid.org/0000-0002-9923-0521
Cansu AğralıFaculty of Health Sciences, Department of Midwifery, Osmaniye Korkut Ata University, Osmaniye, Turkey.ORCID http://orcid.org/0000-0002-8025-9877

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimThe aim of this study was to examine the mediating role of loneliness in the relationship between social appearance anxiety and happiness among female university students and to investigate the moderating role of digital dementia in these associations.

methodThe study sample consisted of 370 female university students aged 18 years and older. Data were collected using the Social Appearance Anxiety Scale, the UCLA Loneliness Scale (ULS-8), the Digital Dementia Scale – Adult Form, and the Oxford Happiness Questionnaire–Short Form. The data were obtained through an online survey administered via Google Forms. The proposed moderated mediation model was tested using the PROCESS macro (Model 59) with bootstrapping procedures.

resultsSocial appearance anxiety and digital dementia were positively associated with loneliness, while social appearance anxiety, loneliness, and digital dementia were negatively associated with happiness. Digital dementia moderated the relationship between social appearance anxiety and loneliness such that this association was strongest at low levels of digital dementia and gradually weakened as digital dementia increased. Similarly, digital dementia moderated the relationship between social appearance anxiety and happiness, with the negative association weakening and becoming non-significant at high levels of digital dementia. However, digital dementia did not moderate the relationship between loneliness and happiness, nor did it conditionally moderate the indirect effect of social appearance anxiety on happiness through loneliness.

conclusionThese findings indicate that social appearance anxiety is an important psychosocial factor associated with loneliness and happiness among female university students. Digital dementia appears to alter the strength of these associations by potentially reducing the relative contribution of appearance-related concerns as cognitive strain increases. The results suggest that interventions aimed at improving student well-being should address appearance-related anxiety, loneliness, and digital cognitive load simultaneously.

Indexed as

AnxietyHappinessLonelinessAdolescentAdultDigital MediaFemaleHumansStudentsUniversitiesYoung AdultDigital dementiaHappinessLonelinessSocial appearance anxiety

Identifiers

PMID41680934
PMCPMC12997759

What Socratic holds

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LicenceCC BY-NC-ND
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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.