Evidence map›Paper›PMID 35284904›Full record

ArticleLancet regional health. Americas2022

Brazil's health system functionality amidst of the COVID-19 pandemic: An analysis of resilience.

Alessandro Bigoni, Ana Maria Malik, Renato Tasca, Mariana Baleeiro Martins Carrera, Laura Maria Cesar Schiesari, Dante Dianezi Gambardella, Adriano Massuda

Abstract read
In one paragraph

Article in Lancet regional health. Americas, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 82 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
82citing papers in PubMed, 1 pooled it
–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

82 citing papers in PubMed, 1 synthesis or guideline pooled it.

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22 more citing papers are in PubMed but not listed here.

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.

Alessandro BigoniSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.
Ana Maria MalikSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.
Renato TascaSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.
Mariana Baleeiro Martins CarreraSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.
Laura Maria Cesar SchiesariSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.
Dante Dianezi GambardellaSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.
Adriano MassudaSão Paulo School of Business Administration, Fundação Getulio Vargas, Avenida Dr Arnaldo 715, São Paulo, SP CEP-01246-904, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: As of December 31, 2020, Brazil had the second-highest burden of COVID-19 worldwide. Given the absence of federal government coordination, it was up to the local governments to maintain healthcare provision for non-COVID health issues. In this descriptive study, we aimed to discuss the SUS functionality and resilience, describing the impact of the pandemic on non-COVID health services delivery while considering the regional inequalities of the allocation of financing health system, health infrastructure and health workforce. Methods: We used input-output framework based on the World Health Organization (WHO) Health System Building Blocks to estimate health system functionality and resilience. An ecological assessment was designed to calculated mean relative changes to compare the first year of the pandemic in Brazil with the previous one. All data used in this study were anonymized and made available by the Brazilian Ministry of Health. Input indicators were categorized in health system financing (federal funding received as well as expenditure of both state and city governments), health system's infrastructure (hospital beds) and health workforce (healthcare workers positions). Output indicators were categorized into nine different groups of service delivery procedures. To explore the relationship between the variation in procedures with socioeconomic conditions, we used the Socioeconomic Vulnerability Index (SVI). Findings: State governments had a 38·6% increase in federal transfers, while municipal governments had a 33·9% increase. The increase of ICU beds reached its peak in the third quarter of 2020, averaging 72·1% by the end of the year. The country also saw an increase in jobs for registered nurses (13·6%), nurse assistants (8·5%), physiotherapists (7·9%), and medical doctors (4·9%). All procedures underwent expressive reduction: Screenings (-42·6%); Diagnostic procedures (-28·9%); Physician appointments (-42·5%); Low and medium complexity surgeries (-59·7%); High complexity surgeries (-27·9%); Transplants (-44·7%); Treatments and clinical procedures due to injuries of external causes (-19·1%); Irrepressible procedures (-8·5%); and Childbirths (-12·6%). The most significant drop in procedures happened in the first quarter of the pandemic, followed by progressive increase; most regions had not yet recovered by the end of 2020. State-level changes in numbers of procedures point towards a negative trend with SVI. Interpretation: The Brazilian Government did not consider that socioeconomically vulnerable states were at a higher risk of being impacted by the overburden of the health system caused by the COVID-19, which resulted in poorer health system functionality for those vulnerable states. The lack of proper planning to improve health system resilience resulted in the decrease of a quarter of the amount of healthcare procedures increasing the already existing health disparities in the country. Funding: MCTIC/CNPQ/FNDCT/MS/SCTIE/DECIT N

Identifiers

PMID35284904
PMCPMC8896985

What OpenQuestion holds

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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.