The association between muscle dysmorphia and eating disorder symptomatology: A systematic review and meta-analysis
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Background and aims: Research shows inconsistent findings about the link between muscle dysmorphia (MD) and eating disorder (ED) symptomatology. The aim of this study is to synthesize the scientific evidence available on this topic, the researchers conducted a systematic review and meta-analysis. Methods: The literature search enabled us to identify 39 published articles, which provided 36 independent estimations of the correlation between the two variables. Results: Our analysis found a positive association between MD and ED symptoms (r+ = .36; 95% CI = 0.30, 0.41). Moderator analyses showed that the type of sample and the tools for assessing MD and ED were statistically associated with the MD–ED effect sizes. The methodological quality of the studies exhibited a positive, statistically significant association with the MD–ED effect sizes. Conclusions: Higher levels of MD were related to greater ED symptomatology, but several study characteristics may moderate the association between the two variables. In this study, we discuss limitations and implications for clinical practice and future research.
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For studies with more than one ICC value, ICC values were averaged, using only one ICC value per study to avoid statistical dependence.
“For studies where it was possible to obtain more than one ICC value (e.g., because the intensity at the threshold was extracted using different automatic methods), these ICC values were averaged, using only one ICC value for each study to avoid statistical dependence31,32.”
From Reliability of threshold determination using portable muscle oxygenation monitors during exercise testing: a systematic review and meta-analysis (2023) · cites this paper as [32]
In Methods > Computing effect sizes, the paper says it averaged multiple MD–ED correlations from a study to avoid statistical dependence. This supports the rationale for using one averaged value per study, but the paper does not describe averaging ICC values or extracting intensities at a threshold. (LLM, conf=0.86)
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- Authors
- Badenes-Ribera, L., Rubio-Aparicio, M., Sánchez-Meca, J., Fabris, M. A., & Longobardi, C.
- Affiliations
- 1 Departamento de Methodologia and Behavioral Science, University of Valencia, Valencia, Spain
- 2 Departamento de Psicología de la Salud, University of Valencia, Alicante, Spain
- 3 Departamento de Psicología Básica y Metodología, University of Murcia, Murcia, Spain
- University of Turin (IT)
- Corresponding author
- Fabris, Matteo Angelo
- Longobardi, Claudio
- Venue
- Journal of Behavioral Addictions
- Publisher
- Akademiai Kiado Zrt.
- Published
- 2019-09
- Volume
- 8
- Issue
- 3
- Pages
- 351-371
- ISSN
- 2062-5871 (ISSN-L)
- 2063-5303
- PMC
- PMC7044626
- OpenAlex
- W2972674110
- Cited by
- 80
- References
- 105
- Citations by year
- 2026: 11 · 2025: 14 · 2024: 11 · 2023: 15 · 2022: 13 · 2021: 10 · 2020: 5 · 2019: 1
- FWCI
- 1.15
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Journal of Behavioral Addictions (publishedVersion)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) (acceptedVersion)
- Institutional Research Information System University of Turin (University of Turin) (submittedVersion, other-oa)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (submittedVersion, other-oa)
- Hispana (submittedVersion, cc-by-nc)
- RUA, Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante) (submittedVersion, cc-by-nc)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Eating Disorders and Behaviors
- Social Sciences › Psychology › Clinical Psychology › Body Image and Dysmorphia Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- muscle dysmorphia, eating disorders, eating disorder symptoms, body image, methodological quality, moderator effects, assessment instruments
- MeSH terms
- Feeding and Eating Disorders, Humans, Muscle, Skeletal, Body Dysmorphic Disorders
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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