Evidence map›Paper›PMID 42174709›Full record

ArticleBMC psychology2026

The algorithm of dissatisfaction: social media and body image crisis among university students.

Daniel García-Gutiérrez, Cristina García-Salido, Estel la Ramírez-Baraldes

Abstract readScoping Review
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.

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

3 authors.

Daniel García-GutiérrezDepartment of Nursing, Faculty of Health Sciences at Manresa, Universitat de Vic- Universitat Central de Catalunya (UVic-UCC), Av. Universitària 4-6, Manresa, 08242, Spain.
Cristina García-SalidoDepartment of Nursing, Faculty of Health Sciences at Manresa, Universitat de Vic- Universitat Central de Catalunya (UVic-UCC), Av. Universitària 4-6, Manresa, 08242, Spain. cgarcia@umanresa.cat.
Estel la Ramírez-BaraldesDepartment of Nursing, Faculty of Health Sciences at Manresa, Universitat de Vic- Universitat Central de Catalunya (UVic-UCC), Av. Universitària 4-6, Manresa, 08242, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTo map and critically synthesize evidence (2020-2025) on the relationship between social media use/exposure and body image among university students, we conducted a scoping review guided by Arksey and O'Malley's methodological framework and reported according to PRISMA-ScR. A descriptive numerical summary and qualitative thematic synthesis were produced; meta-analysis was not conducted due to heterogeneity in study designs and outcome measures. METHODOLOGY: Seven databases (PubMed/MEDLINE, PsycINFO, Embase, CINAHL, Scopus, Web of Science, and Google Scholar) were searched using controlled vocabulary and free-text terms related to body image constructs, social media platforms/content, and higher education populations. Eligible peer-reviewed studies (quantitative, qualitative, mixed-methods, and systematic/scoping reviews) included samples with ≥ 70% university students and assessed a body image outcome in relation to social media exposure.

resultsA total of 81 studies (N = 19,947; ages predominantly 18-25; ~70% women) met inclusion criteria: 55.6% were cross-sectional, 18.5% experimental, 14.8% mixed-methods, and 11.1% longitudinal or EMA-based. DISCUSSION: Six non-exclusive thematic groups were identified: [1] body dissatisfaction/shame/low physical self-esteem (63.0%); [2] eating disorders and weight control behaviours (32.1%); [3] cosmetic procedure seeking and probable body dysmorphic disorder (BDD) (11.1%); [4] protective/positive content (body positivity/neutrality, self-compassion), including brief "social media breaks" (16.0%); [5] psychological mediators/moderators (including self-objectification) (33.3%); and (6) methodological contributions (e.g., EMA designs, longitudinal and experimental approaches, and social media-specific measurement advances) (3.7%). Across all designs, the emotional the emotional valence, degree of idealization, and appearance-focused or stigmatizing nature of contentconsistently predicted outcomes more strongly than time-based exposure metrics. Brief, theory-based, digitally delivered interventions showed modest short-term improvements, although questions remain about their scalability and long-term efficacy.

conclusionDespite methodological advances, the evidence base is still constrained by cross-sectional self-report data, varied measurement tools, and underrepresentation of male and gender-diverse populations. Universities are encouraged to incorporate media literacy, comparison reappraisal, and self-compassion into student wellbeing programs, while future research should prioritize harmonized effect size reporting, mechanism-focused trials, and ethically governed digital trace methodologies.

Indexed as

Body DissatisfactionBody ImageSocial MediaStudentsAdolescentAdultAlgorithmsBody SatisfactionDigital MediaFemaleHumansMaleMedia ExposureSelf ConceptUniversitiesYoung AdultBody DissatisfactionBody ImageBody positiveCampus InterventionsHigher EducationScoping ReviewSocial mediaUniversity Students

Identifiers

PMID42174709
PMCPMC13371717

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.