Evidence map›Paper›PMID 41815792›Full record

ArticleObesity science & practice2026

Obesity-Related Beliefs, Concerns, and Stigmatizing Perceptions Among Adults Living With Obesity.

Luiz F Viola, Cynthia M Valerio, Raquel B G Muniz, Roberta M C Moreira Allgayer, Thaisa D G Trujilho, Alexandre Hohl, Rodrigo N Lamounier, Maria Augusta Bernardini, Roberta Brito, Bruno Halpern and 1 more

Abstract read
In one paragraph

Article in Obesity science & practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

11 authors.

Luiz F ViolaAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0000-0003-1167-7933
Cynthia M ValerioAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0000-0003-2292-1735
Raquel B G MunizAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0009-0005-0731-8518
Roberta M C Moreira AllgayerAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0000-0001-8892-8548
Thaisa D G TrujilhoAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.
Alexandre HohlAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0000-0002-8073-5837
Rodrigo N LamounierAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0000-0001-7432-9085
Maria Augusta BernardiniMerck Brasil Rio de Janeiro Brazil.
Roberta BritoMerck Brasil Rio de Janeiro Brazil.
Bruno HalpernAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0000-0003-0973-5065
Fábio R TrujilhoAssociacao Brasileira para o Estudo da Obesidade e Sindrome Metabolica São Paulo Brazil.ORCID https://orcid.org/0009-0000-1987-8348

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Weight stigma represents a barrier to effective obesity management and to achieving health equity. Although most research has focused on high-income countries, data from Latin America remain scarce. This study aimed to examine perceptions, beliefs, and concerns about obesity among adults living with obesity in a middle-income country. Methods: This subanalysis used data from a nationally representative survey investigating perceptions of obesity among 2560 adults residing in Brazil. Responses from 653 people living with obesity (body mass index ≥ 30 kg/m Findings: Stigmatizing beliefs were prevalent: 27.5% of participants agreed that people living with obesity are personally responsible for their weight, with a significantly higher prevalence among men (35.5%, Interpretation: Stigmatizing attitudes and the attribution of personal blame toward people living with obesity are widespread in Brazil. These findings underscore the need to integrate stigma awareness into medical education, public health communication, and clinical practice. Leveraging trusted sources, including healthcare professionals and influential social media communicators, may help mitigate weight stigma.

Indexed as

internalized stigmastigmatizationweight biasweight discrimination

Identifiers

PMID41815792
PMCPMC12971610

What OpenQuestion 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 OpenQuestion graph.