Evidence map›Paper›PMID 41871153›Full record

ArticlePloS one2026

Social inequalities in the misbelief of chloroquine's protective effect against COVID-19: results from the EPICOVID-19 study in Brazil.

Bruno Pereira Nunes, Inácio Crochemore-Silva, Grégore I Mielke, Luis Paulo Vidaletti, Marilia Arndt Mesenburg, Mariangela Freitas da Silveira, Pedro C Hallal

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Bruno Pereira NunesDepartment of Health and Kinesiology, University of Illinois Urbana-Champaign, Urbana, Illinois, United States of America.ORCID https://orcid.org/0000-0002-4496-4122
Inácio Crochemore-SilvaPostgraduate Program in Epidemiology, Universidade Federal de Pelotas, Pelotas, Brazil.
Grégore I MielkeSchool of Public Health, The University of Queensland, Brisbane, Australia.ORCID https://orcid.org/0000-0002-3043-2715
Luis Paulo VidalettiPostgraduate Program in Epidemiology, Universidade Federal de Pelotas, Pelotas, Brazil.
Marilia Arndt MesenburgPostgraduate Programme in Epidemiology for Public Health, Pontificia Universidad Católica del Ecuador, Quito, Ecuador.ORCID https://orcid.org/0000-0001-9598-4193
Mariangela Freitas da SilveiraPostgraduate Program in Epidemiology, Universidade Federal de Pelotas, Pelotas, Brazil.ORCID https://orcid.org/0000-0002-2861-7139
Pedro C HallalDepartment of Health and Kinesiology, University of Illinois Urbana-Champaign, Urbana, Illinois, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study aimed to assess the dissemination of anti-science messages regarding COVID-19 in Brazil, specifically examining how social inequalities contributed to the misconception that chloroquine has a protective effect against the virus. STUDY

designThree countrywide population-based studies were conducted in 2020 (May 14-21, June 4-7, and June 21-24), including 133 Brazilian cities (N = 74,077).

methodsParticipants (≥20 years old) were asked whether they believed in chloroquine's protective effect against infection with the SARS-CoV-2 virus (no/yes/don't know). "Yes" and "don't know" answers were considered misconceptions (effect of denialism). A jeopardy index score was calculated to assess cumulative social deprivation based on sex, race and ethnicity, and socioeconomic variables. Descriptive analysis and inequality measures (Slope Index of Inequality - SII; and Concentration Index) were used to evaluate the association between believing in chloroquine's protective effect against COVID-19 and the jeopardy index. Multinomial logistic regression was used in the unadjusted and multivariable analysis.

resultsOverall, 47.6% of participants either believed that chloroquine prevented COVID-19 or stated, "I don't know." Marginalized racial and ethnicity groups, those with low education level, and those with low socioeconomic status were more likely to erroneously believe that chloroquine prevented COVID-19. The chance of lack of knowledge (Don't know) was higher (Odds Ratio: 2.57,CI95% 2.21; 2.99) among women, Black/Brown/East Asian/Indigenous, and among those in the lowest education level and wealth quartiles compared to men, white individuals, and those in the highest education and wealth quartiles. Absolute and relative inequalities were observed according to the jeopardy index. The highest absolute inequality was observed for the category "I don't know" (SII = -15.1).

conclusionsMisbelief in chloroquine's protective effect against SARS-CoV-2 was high in Brazil. People with greater social vulnerability were more likely to wrongly believe that chloroquine prevented COVID-19.

Indexed as

ChloroquineCOVID-19Health Knowledge, Attitudes, PracticeAdultBrazilFemaleHumansMaleMiddle AgedPandemicsSARS-CoV-2Socioeconomic Disparities in HealthSocioeconomic FactorsYoung AdultChloroquine

Identifiers

PMID41871153
PMCPMC13008245

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.