Evidence map›Paper›PMID 40766976›Full record

ArticleHIV/AIDS (Auckland, N.Z.)2025

The Impact of Race, Education, Economic Vulnerability, and Stigma on Viral Load Detectability Among People Living with HIV in Brazil.

Angelo Brandelli Costa, Isadora Graeff Bins-Ely, Valentina Penzato, Anna Martha Vaitses Fontanari, Felipe Alckmin-Carvalho, Henrique Pereira, Guilherme Welter Wendt

Abstract read
In one paragraph

Article in HIV/AIDS (Auckland, N.Z.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

7 authors.

Angelo Brandelli CostaGraduate Program in Psychology, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.ORCID 0000-0002-0742-8152
Isadora Graeff Bins-ElyGraduate Program in Psychology, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.ORCID 0000-0001-7866-6679
Valentina PenzatoDepartment of Psychological and Social Sciences, John Cabot University, Rome, Italy.ORCID 0009-0006-1287-8621
Anna Martha Vaitses FontanariGraduate Program in Medicine, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil.
Felipe Alckmin-CarvalhoDepartment of Psychology and Education, University Beira Interior, Covilhã, Portugal.
Henrique PereiraDepartment of Psychology and Education, University Beira Interior, Covilhã, Portugal.
Guilherme Welter WendtGraduate Program in Applied Health Sciences, Western Paraná State University, Francisco Beltrão, Paraná, Brazil.ORCID 0000-0002-9014-6120

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Understanding barriers to viral undetectability is crucial for developing targeted interventions for populations struggling with treatment adherence. The aim of this study was to investigate the impact of race, education, economic vulnerability and HIV-related stigma on viral load detectability among people living with HIV (PLWHA) in Brazil. Methods: This was a cross-sectional, community-based study. The sample consisted of 1767 participants. We used the Brazilian version of the HIV Stigma Index 2.0 questionnaire, the Internalized AIDS-Related Stigma Scale, and a sociodemographic questionnaire. Viral load was self-reported. Data were collected by 30 PLHV themselves in 2019, after receiving training on the Brazilian Stigma Index. Data was analyzed with both descriptive and inferential statistics using SPSS. Results: Our generalized linear model showed that participants who were non-white, with low education and of lower economic status had a lower likelihood of reporting undetectable viral load (UVL) compared compared to their respective counterparts (white participants, those with higher education, and those of higher economic status). Key population group membership was not significantly associated with UVL. Higher internalized stigma was negatively associated with lower UVL. Conclusion: Our findings highlight the impact of racial, educational and economic disparities and internalized stigma on HIV outcomes and underscore the need for tailored interventions that address the specific challenges faced by different racial/ethnic and more vulnerable groups. These findings challenge the dominant treatment-as-prevention framework that focuses primarily on key populations, suggesting the need to broaden our focus to include other vulnerable populations, such as non-whites and those experiencing economic hardship. Such approach is critical to avoid overlooking situations where community viral load remains high.

Indexed as

HIV/AIDSHIV/AIDS preventionHIV/AIDS treatmentHIV-related stigmakey populationsviral load

Identifiers

PMID40766976
PMCPMC12323862

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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.