The COVID-19 pandemic in Brazil: analysis of supply and demand of hospital and ICU beds and mechanical ventilators under different scenarios
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , , , , , , , |
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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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 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513 |
url |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513 |
dc.language.iso.fl_str_mv |
eng por |
language |
eng por |
dc.relation.none.fl_str_mv |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/7513/16664 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 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html text/html application/pdf application/pdf |
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) |
repository.mail.fl_str_mv |
cadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br |
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1798943393058914304 |