The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios

Detalhes bibliográficos
Autor(a) principal: Kenya Valeria Micaela de Souza Noronha
Data de Publicação: 2020
Outros Autores: Gilvan Ramalho Guedes, Cássio Maldonado Turra, Mônica Viegas Andrade, Laura Botega, Daniel Nogueira, Julia Almeida Calazans, Lucas Carvalho, Luciana Servo, Monique Félix Ferreira
Tipo de documento: Artigo
Idioma: eng
por
Título da fonte: Cadernos de Saúde Pública
Texto Completo: https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513
Resumo: This study aims to analyze the pressure on the Brazilian health system from the additional demand created by COVID-19. The authors performed a series of simulations to estimate the demand for hospital beds (health micro-regions) as well as to ICU beds, and mechanical ventilators (health macro-regions) under different scenarios of intensity (infection rates equivalent to 0.01, 0.1, and 1 case por 100 inhabitants) and time horizons (1, 3, and 6 months). The results reveal a critical situation in the system for meeting this potential demand, with numerous health micro-regions and macro-regions operating beyond their capacity, compromising the care for patients, especially those with more severe symptoms. The study presents three relevant messages. First, it is necessary to slow the spread of COVID-19 in the Brazilian population, allowing more time for the reorganization of the supply and relieve the pressure on the health system. Second, the expansion of the number of available beds will be the key. Even if the private sector helps offset the deficit, the combined supply from the two sectors (public and private) would be insufficient in various macro-regions. The construction of field hospitals is important, both in places with a history of “hospital deserts” and in those already pressured by demand. The third message involves the regionalized organization of health services, whose design may be adequate in situations of routine demand, but which suffer additional challenges during pandemics, especially if patients have to travel long distances to receive care.
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spelling The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenariosPandemia por COVID-19 no Brasil: análise da demanda e da oferta de leitos hospitalares e equipamentos de ventilação assistida segundo diferentes cenáriosCOVID-19PandemicsHealth Services AccessibilityUnified Health SystemSupplemental HealthCOVID-19PandemiasAcesso aos Serviços de SaúdeSistema Único de SaúdeSaúde SuplementarThis study aims to analyze the pressure on the Brazilian health system from the additional demand created by COVID-19. The authors performed a series of simulations to estimate the demand for hospital beds (health micro-regions) as well as to ICU beds, and mechanical ventilators (health macro-regions) under different scenarios of intensity (infection rates equivalent to 0.01, 0.1, and 1 case por 100 inhabitants) and time horizons (1, 3, and 6 months). The results reveal a critical situation in the system for meeting this potential demand, with numerous health micro-regions and macro-regions operating beyond their capacity, compromising the care for patients, especially those with more severe symptoms. The study presents three relevant messages. First, it is necessary to slow the spread of COVID-19 in the Brazilian population, allowing more time for the reorganization of the supply and relieve the pressure on the health system. Second, the expansion of the number of available beds will be the key. Even if the private sector helps offset the deficit, the combined supply from the two sectors (public and private) would be insufficient in various macro-regions. The construction of field hospitals is important, both in places with a history of “hospital deserts” and in those already pressured by demand. The third message involves the regionalized organization of health services, whose design may be adequate in situations of routine demand, but which suffer additional challenges during pandemics, especially if patients have to travel long distances to receive care.El objetivo de este estudio es analizar la presión sobre el sistema de salud brasileño, ocasionada por la demanda adicional de camas hospitalarias y equipos de ventilación mecánica, generada por el COVID-19. Para tal fin, se realizó un conjunto de simulaciones, con el fin de estimar la demanda de camas generales (microrregiones de salud), camas de UTI y equipamientos de ventilación asistida (macrorregiones de salud) en diferentes escenarios, según la intensidad (tasas de infección equivalentes a 0,01, 0,1 y 1 caso por 100 habitantes) y horizontes temporales (1, 3 y 6 meses). Los resultados evidencian una situación crítica del sistema para atender esa demanda potencial, ya que diversas microrregiones y macrorregiones de salud operarían más allá de su capacidad, comprometiendo la atención a pacientes principalmente aquellos con los síntomas más graves. El estudio presenta tres mensajes relevantes. En primer lugar, es necesario reducir la velocidad de propagación del COVID-19 en la población brasileña, permitiendo un tiempo mayor para la reorganización de la oferta y aliviando la presión sobre el sistema de salud. En segundo lugar, es necesario expandir el número de camas disponibles. A pesar de que el sector privado contribuya a amortiguar el déficit de demanda, la oferta conjunta de los dos sectores no sería suficiente en varias macrorregiones. La construcción de hospitales de campaña es importante, tanto en lugares donde históricamente existen lagunas asistenciales, como también en aquellos donde ya se observa una presión por parte de la demanda. El tercer mensaje se refiere a la organización por regiones de los servicios de salud que, a pesar de ser adecuada en situaciones de demanda habitual, en momentos de pandemia, este diseño implica desafíos adicionales, especialmente si la distancia que el paciente tuviera que recorrer fuera muy lejana.O objetivo deste estudo é analisar a pressão sobre o sistema de saúde no Brasil decorrente da demanda adicional gerada pela COVID-19. Para tanto, foi realizado um conjunto de simulações para estimar a demanda de leitos gerais (microrregiões de saúde), leitos de UTI e equipamentos de ventilação assistida (macrorregiões de saúde) em diferentes cenários, para intensidade (taxas de infecção equivalentes a 0,01, 0,1 e 1 caso por 100 habitantes) e horizontes temporais (1, 3 e 6 meses). Os resultados evidenciam uma situação crítica do sistema para atender essa demanda potencial, uma vez que diversas microrregiões e macrorregiões de saúde operariam além de sua capacidade, comprometendo o atendimento a pacientes principalmente aqueles com sintomas mais severos. O estudo apresenta três mensagens relevantes. Em primeiro lugar, é necessário reduzir a velocidade de propagação da COVID-19 na população brasileira, permitindo um tempo maior para a reorganização da oferta e aliviando a pressão sobre o sistema de saúde. Segundo, é necessário expandir o número de leitos disponíveis. Ainda que o setor privado contribua para amortecer o déficit de demanda, a oferta conjunta dos dois setores não seria suficiente em várias macrorregiões. A construção de hospitais de campanha é importante, tanto em locais onde historicamente há vazios assistenciais como também naqueles onde já se observa uma pressão do lado da demanda. A terceira mensagem diz respeito à organização regionalizada dos serviços de saúde que, apesar de adequada em situações de demanda usual, em momentos de pandemia este desenho implica desafios adicionais, especialmente se a distância que o paciente tiver de percorrer for muito grande.Reports in Public HealthCadernos de Saúde Pública2020-06-17info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmltext/htmlapplication/pdfapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513Reports in Public Health; Vol. 36 No. 6 (2020): JuneCadernos de Saúde Pública; v. 36 n. 6 (2020): Junho1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZengporhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16664https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16665https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16666https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16667Kenya Valeria Micaela de Souza NoronhaGilvan Ramalho GuedesCássio Maldonado TurraMônica Viegas AndradeLaura BotegaDaniel NogueiraJulia Almeida CalazansLucas CarvalhoLuciana ServoMonique Félix Ferreirainfo:eu-repo/semantics/openAccess2024-03-06T15:30:00Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/7513Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:08:38.620513Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
Pandemia por COVID-19 no Brasil: análise da demanda e da oferta de leitos hospitalares e equipamentos de ventilação assistida segundo diferentes cenários
title The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
spellingShingle The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
Kenya Valeria Micaela de Souza Noronha
COVID-19
Pandemics
Health Services Accessibility
Unified Health System
Supplemental Health
COVID-19
Pandemias
Acesso aos Serviços de Saúde
Sistema Único de Saúde
Saúde Suplementar
title_short The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
title_full The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
title_fullStr The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
title_full_unstemmed The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
title_sort The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
author Kenya Valeria Micaela de Souza Noronha
author_facet Kenya Valeria Micaela de Souza Noronha
Gilvan Ramalho Guedes
Cássio Maldonado Turra
Mônica Viegas Andrade
Laura Botega
Daniel Nogueira
Julia Almeida Calazans
Lucas Carvalho
Luciana Servo
Monique Félix Ferreira
author_role author
author2 Gilvan Ramalho Guedes
Cássio Maldonado Turra
Mônica Viegas Andrade
Laura Botega
Daniel Nogueira
Julia Almeida Calazans
Lucas Carvalho
Luciana Servo
Monique Félix Ferreira
author2_role author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Kenya Valeria Micaela de Souza Noronha
Gilvan Ramalho Guedes
Cássio Maldonado Turra
Mônica Viegas Andrade
Laura Botega
Daniel Nogueira
Julia Almeida Calazans
Lucas Carvalho
Luciana Servo
Monique Félix Ferreira
dc.subject.por.fl_str_mv COVID-19
Pandemics
Health Services Accessibility
Unified Health System
Supplemental Health
COVID-19
Pandemias
Acesso aos Serviços de Saúde
Sistema Único de Saúde
Saúde Suplementar
topic COVID-19
Pandemics
Health Services Accessibility
Unified Health System
Supplemental Health
COVID-19
Pandemias
Acesso aos Serviços de Saúde
Sistema Único de Saúde
Saúde Suplementar
description This study aims to analyze the pressure on the Brazilian health system from the additional demand created by COVID-19. The authors performed a series of simulations to estimate the demand for hospital beds (health micro-regions) as well as to ICU beds, and mechanical ventilators (health macro-regions) under different scenarios of intensity (infection rates equivalent to 0.01, 0.1, and 1 case por 100 inhabitants) and time horizons (1, 3, and 6 months). The results reveal a critical situation in the system for meeting this potential demand, with numerous health micro-regions and macro-regions operating beyond their capacity, compromising the care for patients, especially those with more severe symptoms. The study presents three relevant messages. First, it is necessary to slow the spread of COVID-19 in the Brazilian population, allowing more time for the reorganization of the supply and relieve the pressure on the health system. Second, the expansion of the number of available beds will be the key. Even if the private sector helps offset the deficit, the combined supply from the two sectors (public and private) would be insufficient in various macro-regions. The construction of field hospitals is important, both in places with a history of “hospital deserts” and in those already pressured by demand. The third message involves the regionalized organization of health services, whose design may be adequate in situations of routine demand, but which suffer additional challenges during pandemics, especially if patients have to travel long distances to receive care.
publishDate 2020
dc.date.none.fl_str_mv 2020-06-17
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dc.language.iso.fl_str_mv eng
por
language eng
por
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https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16665
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16666
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16667
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text/html
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dc.publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
dc.source.none.fl_str_mv Reports in Public Health; Vol. 36 No. 6 (2020): June
Cadernos de Saúde Pública; v. 36 n. 6 (2020): Junho
1678-4464
0102-311X
reponame:Cadernos de Saúde Pública
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
instname_str Fundação Oswaldo Cruz (FIOCRUZ)
instacron_str FIOCRUZ
institution FIOCRUZ
reponame_str Cadernos de Saúde Pública
collection Cadernos de Saúde Pública
repository.name.fl_str_mv Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)
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