Evidence map›Paper›PMID 41899775›Full record

Observational studyInternational journal of environmental research and public health2026

A Bifactor Measure of Societal Stigma Toward Eating Disorders and Obesity: Scale Development and Validation.

Carlos Suso-Ribera, Laura Díaz-Sanahuja, Macarena Paredes-Mealla, Sara Marsal, Miriam Almirall

Abstract readValidation StudyObservational Study
In one paragraph

Observational study in International journal of environmental research and public health, 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

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors.

Carlos Suso-RiberaRheumatology Research Group, Vall d'Hebron Research Institute, 08035 Barcelona, Spain.
Laura Díaz-SanahujaFaculty of Psychology and Speech Therapy, Universidad de Valencia, 46010 Valencia, Spain.
Macarena Paredes-MeallaHospital Provincial Foundation, 12006 Castellon, Spain.
Sara MarsalRheumatology Research Group, Vall d'Hebron Research Institute, 08035 Barcelona, Spain.
Miriam AlmirallRheumatology Research Group, Vall d'Hebron Research Institute, 08035 Barcelona, Spain.ORCID 0000-0002-4874-8013

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSocietal stigma toward eating disorders and obesity remains pervasive and is associated with psychological distress, maladaptive eating behaviors, reduced help-seeking, and barriers to care. Despite its documented impact, comprehensive and psychometrically robust instruments to assess stigma-particularly in Spanish-speaking populations-are scarce. This study aimed to develop and validate a multidimensional measure of societal stigma toward eating disorders and obesity in Spain, grounded in contemporary stigma frameworks.

methodsA cross-sectional observational study was conducted in a large community sample recruited online (

resultsThe final 36-item instrument demonstrated excellent psychometric properties. Bifactor analyses supported an essentially unidimensional structure dominated by a strong general stigma factor, with secondary content-specific dimensions (e.g., legitimacy, personal responsibility, visibility, and treatment beliefs). The theory-driven bifactor model showed excellent fit (CFI = 0.991; TLI = 0.990; RMSEA = 0.024). The general factor exhibited high reliability (ω

conclusionsThis study provides a reliable and theoretically grounded instrument for assessing societal stigma toward eating disorders and obesity in Spain. The scale enables systematic research on stigma and offers a valuable tool for public health surveillance, intervention development, and evaluation of anti-stigma initiatives aimed at promoting compassionate and equitable care.

Indexed as

Feeding and Eating DisordersObesitySocial StigmaAdolescentAdultCross-Sectional StudiesFactor Analysis, StatisticalFemaleHumansMaleMiddle AgedPsychometricsReproducibility of ResultsSpainSurveys and QuestionnairesYoung Adulteating disordersobesitypsychometric validationscale developmentstigma

Identifiers

PMID41899775
PMCPMC13026928

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.