Evidence map›Paper›PMID 40566259›Full record

ArticleInternational journal of environmental research and public health2025

Disparities in Healthcare Utilization Among Vulnerable Populations During the COVID-19 Pandemic in Brazil: An Intersectional Analysis.

Letícia Perticarrara Ferezin, Rander Junior Rosa, Heriederson Sávio Dias Moura, Mônica Chiodi Toscano de Campos, Felipe Mendes Delpino, Murilo César do Nascimento, Juliana Soares Tenório de Araújo, Ione Carvalho Pinto, Ricardo Alexandre Arcêncio

Abstract read
In one paragraph

Article in International journal of environmental research and public health, 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. Review
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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

9 authors.

Letícia Perticarrara FerezinDepartment of Maternal and Child Nursing and Public Health, School of Nursing, University of São Paulo at Ribeirão Preto, São Paulo 05508-220, Brazil.ORCID 0000-0003-1463-8155
Rander Junior RosaDepartment of Maternal and Child Nursing and Public Health, School of Nursing, University of São Paulo at Ribeirão Preto, São Paulo 05508-220, Brazil.
Heriederson Sávio Dias MouraDepartment of Maternal and Child Nursing and Public Health, School of Nursing, University of São Paulo at Ribeirão Preto, São Paulo 05508-220, Brazil.ORCID 0000-0001-7654-2402
Mônica Chiodi Toscano de CamposDepartment of Nursing, School of Health Sciences, University of Brasília, Brasília 70910-900, Brazil.ORCID 0000-0003-4145-9216
Felipe Mendes DelpinoGraduate Program in Dentistry, Federal University of Pelotas, Pelotas 96010-610, Brazil.ORCID 0000-0002-3562-3246
Murilo César do NascimentoGraduate Program in Nursing, Nursing School, Federal University of Alfenas, Alfenas 37130-001, Brazil.ORCID 0000-0002-3436-2654
Juliana Soares Tenório de AraújoDepartment of Maternal and Child Nursing and Public Health, School of Nursing, University of São Paulo at Ribeirão Preto, São Paulo 05508-220, Brazil.ORCID 0000-0002-1659-8321
Ione Carvalho PintoDepartment of Maternal and Child Nursing and Public Health, School of Nursing, University of São Paulo at Ribeirão Preto, São Paulo 05508-220, Brazil.
Ricardo Alexandre ArcêncioDepartment of Maternal and Child Nursing and Public Health, School of Nursing, University of São Paulo at Ribeirão Preto, São Paulo 05508-220, Brazil.ORCID 0000-0003-4792-8714

Funding

Coordenação de Aperfeicoamento de Pessoal de Nível Superior 2021/08263-7Coordenação de Aperfeicoamento de Pessoal de Nível Superior 88887.657730/2021-00Fundação de Amparo à Pesquisa do Estado de São Paulo 2022/03964-0National Council for Scientific and Technological Development 307014/2022-3
6 · The paper itself

Abstract

backgroundBrazil's Unified Health System (Sistema Único de Saúde-SUS) has played a crucial role in reducing health disparities by providing universal and free healthcare to a diverse population. However, the COVID-19 pandemic exposed significant barriers to healthcare access among vulnerable groups, particularly due to the intersection of multiple vulnerabilities. This study aimed to examine how intersectionality-specifically sex/gender, race/ethnicity, and education level-has influenced inequalities in healthcare service utilization among vulnerable populations during the COVID-19 pandemic in Brazil.

methodsThis cross-sectional study is part of the "COVID-19 Social Thermometer in Brazil" project, conducted between May 2022 and October 2023 in Brazil's state capitals and the Federal District, focusing on populations considered socially vulnerable during the pandemic. Participants were selected using sequential sampling and completed a structured questionnaire. Statistical analyses-performed using Excel, RStudio (version 4.3.2), and ArcGIS-included sociodemographic profiling, the construction of the Jeopardy Index (a measure of social vulnerability), and binary logistic regression to explore associations between Jeopardy Index and healthcare service utilization.

results3406 participants, the majority were men (60%), aged 30 to 59 years (65.1%), and identified as Black or Brown (72.2%). Most participants were concentrated in the Northeast (26.6%) and North (22.3%) macroregions. A high reliance on public healthcare services (SUS) was observed, particularly in the Southeast (96%). According to the Jeopardy Index, the most socially vulnerable groups-such as women, transgender individuals, Black people, and those with no formal education-were significantly more likely to rely on SUS (OR = 3.14; 95% CI: 1.34-7.35) and less likely to use private healthcare (OR = 0.07; 95% CI: 0.02-0.20), reflecting a 214% higher likelihood of SUS use and a 93% lower likelihood of private service utilization compared to the most privileged group.

conclusionsOur findings reveal that individuals experiencing intersecting social vulnerabilities face marked inequalities in healthcare access. Without SUS, these populations would likely have been excluded from essential care. Strengthening SUS and implementing inclusive public policies are critical to reducing disparities and ensuring equitable healthcare access for historically marginalized groups.

Indexed as

COVID-19Healthcare DisparitiesPatient Acceptance of Health CareVulnerable PopulationsAdolescentAdultBrazilCross-Sectional StudiesFemaleHealth Services AccessibilityHumansMaleMiddle AgedPandemicsSARS-CoV-2Young AdultCOVID-19intersectional frameworkpublic health servicessocial vulnerability

Identifiers

PMID40566259
PMCPMC12192583

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.