# Adaptation and validation of the modified weight bias internalization scale (WBIS-M) in Brazilian adults

**Authors:** Paula Victoria Sozza, Eva Penelo, Maria Fernanda Laus, David Sánchez-Carracedo, Sebastião Sousa Almeida, Telma Maria Braga Costa

PMC · DOI: 10.1371/journal.pone.0328176 · PLOS One · 2025-07-31

## TL;DR

This study adapted and validated a scale to measure weight self-stigma in Brazilian adults, finding it reliable and linked to body image and eating behaviors.

## Contribution

The study provides a culturally adapted and validated version of the WBIS-M for Brazil, confirming its reliability and associations with psychological and behavioral outcomes.

## Key findings

- The 10-item WBIS-M model showed good fit and reliability in Brazilian adults.
- Higher WBIS-M scores correlated with body dissatisfaction, disordered eating, and lower self-esteem.
- The scale demonstrated measurement invariance across genders and was higher in women and individuals with higher BMI.

## Abstract

Internalized weight stigma refers to individuals’ self-stigmatization, leading to self-devaluation. This research aimed to conduct an adaptation and validation study of the Modified Weight Bias Internalization Scale (WBIS-M) for Brazil. A sample of 418 adults (253 women; mean age = 30.8 years, SD = 10.4) completed the WBIS-M and measures of anti-fat attitudes, body image, disordered eating, binge eating, and self-esteem. Exploratory factor analyses (EFA) and confirmatory factor analyses (CFA) were conducted to examine the factor structure of the WBIS-M. Measurement invariance across gender was tested with multigroup CFA. Internal consistency was assessed using omega and alpha. Relationships between the WBIS-M scores and external measures were analyzed using Pearson’s and Spearman’s correlations, t-tests, and Cohen’s d for effect size. EFA and CFA showed that the 10-item and 1-factor WBIS-M model fit reasonably well (CFI and TLI ≥ .98, SRMR ≤ .06, although RMSEA ≤ .12). Full metric and full scalar invariance evidenced equivalence across genders. The internal consistency reliability coefficients were satisfactory (α and ω = .94). A higher WBIS-M score was linked to greater body dissatisfaction, restrictive/compensatory behaviors, food/weight concerns, binge eating severity, and lower self-esteem. Women and those with a higher BMI had higher WBIS-M scores. Finally, the Brazilian WBIS-M’s 10-item score is a valid and reliable measure for assessing weight self-stigma in adults.

## Full-text entities

- **Diseases:** Body (MESH:D001835), weight gain (MESH:D015430), WBIS (MESH:C538175), inflammatory (MESH:D007249), vomiting (MESH:D014839), Disordered Eating (MESH:D001068), Binge eating (MESH:D002032), fat (MESH:D004620), depression (MESH:D003866), anxiety (MESH:D001007), overweight (MESH:D050177), Obesity (MESH:D009765), Internalized weight stigma (MESH:D015431), M (MESH:C566367)
- **Chemicals:** alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

49 references — full list in the complete paper: https://tomesphere.com/paper/PMC12312967/full.md

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Source: https://tomesphere.com/paper/PMC12312967