Evidence map›Paper›PMID 35974420›Full record

ArticleGlobal health research and policy2022

Evaluation of the effectiveness of surveillance policies to control the COVID-19 pandemic in São Paulo, Brazil.

Lorena G Barberia, Natália de P Moreira, Brigina Kemp, Maria Amelia de Sousa Mascena Veras, Marcela Zamudio, Isabel Seelaender Costa Rosa, Rebeca de J Carvalho, Tatiane C M Sousa

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Article in Global health research and policy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Burden of respiratory syncytial virus in older adults in Brazil: insights from national surveillance data for the 2022-2023 period.Jornal brasileiro de pneumologia : publicacao oficial da Sociedade Brasileira de Pneumologia e Tisilogia · 2025
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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

8 authors.

Lorena G BarberiaDepartment of Political Science, University of São Paulo, Avenida Professor Luciano Gualberto, 315 - Sala 2067 - Cidade Universitária, São Paulo, SP, 05508-900, Brazil. lorenabarberia@usp.br.ORCID 0000-0001-6319-543X
Natália de P MoreiraDepartment of Political Science, University of São Paulo, Avenida Professor Luciano Gualberto, 315 - Sala 2067 - Cidade Universitária, São Paulo, SP, 05508-900, Brazil.ORCID 0000-0002-8544-1133
Brigina KempConselho de Secretários Municipais de Saúde - SP, Avenida Angélica, 2466, - 17° floor - Consolação, São Paulo, SP, 01228200, Brazil.ORCID 0000-0002-9948-5284
Maria Amelia de Sousa Mascena VerasDepartamento de Saúde Coletiva, Faculdade de Ciências Médicas da Santa Casa de São Paulo, Dr Cesario Mota Jr St. 61, São Paulo, SP, 01221-020, Brazil.ORCID 0000-0002-1159-5762
Marcela ZamudioDepartment of Political Science, University of São Paulo, Avenida Professor Luciano Gualberto, 315 - Sala 2067 - Cidade Universitária, São Paulo, SP, 05508-900, Brazil.ORCID 0000-0001-9474-8383
Isabel Seelaender Costa RosaDepartment of Political Science, University of São Paulo, Avenida Professor Luciano Gualberto, 315 - Sala 2067 - Cidade Universitária, São Paulo, SP, 05508-900, Brazil.ORCID 0000-0001-8480-5196
Rebeca de J CarvalhoDepartment of Public Administration and Government, FGV EAESP Business Administration School of São Paulo, Avenida 9 de julho, 2029, Bela Vista, São Paulo, SP, 01313-902, Brazil.ORCID 0000-0003-4654-804X
Tatiane C M SousaDepartment of Political Science, University of São Paulo, Avenida Professor Luciano Gualberto, 315 - Sala 2067 - Cidade Universitária, São Paulo, SP, 05508-900, Brazil.ORCID 0000-0002-4359-465X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSurveillance efforts are essential to pandemic control, especially where the state is the primary health provider, such as Brazil. When public health testing guidelines limit molecular tests, there are reductions in detection efforts aimed at early recognition, isolation, and treatment of those infected with the virus. This study evaluates the effectiveness of surveillance policies to control the COVID-19 pandemic in São Paulo.

methodsWe conducted an interrupted time series analysis with a segmented regression model to analyze if changes in the state's guidelines improved RT-PCR testing outcomes in Brazil's most affluent and largest state, São Paulo. Anonymized daily data on the RT-PCR tests conducted in public laboratories belonging to the state-wide network from March 1, 2020 to June 5, 2021 were extracted from the Sao Paulo State open-source database, while the data on the genomic sequences were obtained from GISAID. We then aggregated these data for the 17 regional health departments in the state to evaluate regional-level outcomes.

resultsThe public health system restricted RT-PCR testing to hospitalized cases in the first months. Testing was expanded to permit symptomatic testing of non-hospitalized persons only in July 2020, but a statistically significant increase in surveillance efforts was not observed. Case definition was expanded to allow case confirmation based on clinical, laboratory and image data criteria other than an RT-PCR test without increasing the testing effort for asymptomatic suspicious cases in September 2020. There was an increase in the mean volume of testing in each RHD, but the test positivity rate increased due to insufficient testing expansion. Results also show an uneven improvement in testing outcomes following these changes across the state's regional health departments.

conclusionsEvidence suggests that lower RT-PCR testing and genomic surveillance efforts are associated with areas characterized by a higher population concentration and a greater population reliance on the public health system. Our results highlight the need to structure health surveillance and information systems for disease control and prevention in emergency settings considering local demographics and vulnerabilities. In high prevalence settings, efforts at identifying and including vulnerable populations in routine and enhanced surveillance programs during COVID-19 must be significantly improved.

Indexed as

COVID-19BrazilHumansPandemicsPolicyPublic HealthCOVID-19RT-PCR public health testing policiesSurveillance

Identifiers

PMID35974420
PMCPMC9381395

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.