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Spatial correlation of covid-19 with intensive care unit beds in Paraná

OBJECTIVE: To analyze the spatial correlation between confirmed cases of covid-19 and the intensive care unit beds exclusive to the disease in municipalities of Paraná. METHODS: This is an epidemiological study of ecological type which used data from the Epidemiological Report provided by the Depart...

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Autores principales: Covre, Eduardo Rocha, Pereira, Natan David, de Oliveira, Natan Nascimento, Charlo, Patrícia Bossolani, de Oliveira, Magda Lúcia Félix, de Oliveira, Rosana Rosseto, Carreira, Lígia, Facchini, Luiz Augusto, Vissoci, João Ricardo Nickenig, Salci, Maria Aparecida
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Faculdade de Saúde Pública da Universidade de São Paulo 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963746/
https://www.ncbi.nlm.nih.gov/pubmed/35384998
http://dx.doi.org/10.11606/s1518-8787.2022056003868
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author Covre, Eduardo Rocha
Pereira, Natan David
de Oliveira, Natan Nascimento
Charlo, Patrícia Bossolani
de Oliveira, Magda Lúcia Félix
de Oliveira, Rosana Rosseto
Carreira, Lígia
Facchini, Luiz Augusto
Vissoci, João Ricardo Nickenig
Salci, Maria Aparecida
author_facet Covre, Eduardo Rocha
Pereira, Natan David
de Oliveira, Natan Nascimento
Charlo, Patrícia Bossolani
de Oliveira, Magda Lúcia Félix
de Oliveira, Rosana Rosseto
Carreira, Lígia
Facchini, Luiz Augusto
Vissoci, João Ricardo Nickenig
Salci, Maria Aparecida
author_sort Covre, Eduardo Rocha
collection PubMed
description OBJECTIVE: To analyze the spatial correlation between confirmed cases of covid-19 and the intensive care unit beds exclusive to the disease in municipalities of Paraná. METHODS: This is an epidemiological study of ecological type which used data from the Epidemiological Report provided by the Department of Health of Paraná on the confirmed cases of covid-19 from March 12, 2020, to January 18, 2021. The number of intensive care beds exclusive to covid-19 in each municipality of Paraná was obtained by the Cadastro Nacional de Estabelecimentos de Saúde (CNES - National Registry of Health Establishments), provided online by the Departamento de Informática do Sistema Único de Saúde (Datasus - Informatics Department of the Brazilian Unified Health System). The Bivariate Moran’s Index (local and global) was used to analyze the intensive care bed variable and spatial correlation, with a 5% significance level. LISA Map was used to identify critical and transition areas. RESULTS: In the analyzed period, we found 499,777 confirmed cases of covid-19 and 1,029 intensive care beds exclusive to the disease in Paraná. We identified a positive spatial autocorrelation between the confirmed cases of covid-19 (0.404–p ≤ 0.001) and intensive care beds exclusive to the disease (0.085–p ≤ 0.001) and disparities between the regions of Paraná. CONCLUSION: Spatial analysis indicated that confirmed cases of covid-19 are related to the distribution of intensive care beds exclusive to the disease in Paraná, allowing us to find priority areas of care in the state regarding the dissemination and control of the disease.
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spelling pubmed-89637462022-04-01 Spatial correlation of covid-19 with intensive care unit beds in Paraná Covre, Eduardo Rocha Pereira, Natan David de Oliveira, Natan Nascimento Charlo, Patrícia Bossolani de Oliveira, Magda Lúcia Félix de Oliveira, Rosana Rosseto Carreira, Lígia Facchini, Luiz Augusto Vissoci, João Ricardo Nickenig Salci, Maria Aparecida Rev Saude Publica Original Article OBJECTIVE: To analyze the spatial correlation between confirmed cases of covid-19 and the intensive care unit beds exclusive to the disease in municipalities of Paraná. METHODS: This is an epidemiological study of ecological type which used data from the Epidemiological Report provided by the Department of Health of Paraná on the confirmed cases of covid-19 from March 12, 2020, to January 18, 2021. The number of intensive care beds exclusive to covid-19 in each municipality of Paraná was obtained by the Cadastro Nacional de Estabelecimentos de Saúde (CNES - National Registry of Health Establishments), provided online by the Departamento de Informática do Sistema Único de Saúde (Datasus - Informatics Department of the Brazilian Unified Health System). The Bivariate Moran’s Index (local and global) was used to analyze the intensive care bed variable and spatial correlation, with a 5% significance level. LISA Map was used to identify critical and transition areas. RESULTS: In the analyzed period, we found 499,777 confirmed cases of covid-19 and 1,029 intensive care beds exclusive to the disease in Paraná. We identified a positive spatial autocorrelation between the confirmed cases of covid-19 (0.404–p ≤ 0.001) and intensive care beds exclusive to the disease (0.085–p ≤ 0.001) and disparities between the regions of Paraná. CONCLUSION: Spatial analysis indicated that confirmed cases of covid-19 are related to the distribution of intensive care beds exclusive to the disease in Paraná, allowing us to find priority areas of care in the state regarding the dissemination and control of the disease. Faculdade de Saúde Pública da Universidade de São Paulo 2022-03-23 /pmc/articles/PMC8963746/ /pubmed/35384998 http://dx.doi.org/10.11606/s1518-8787.2022056003868 Text en https://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Covre, Eduardo Rocha
Pereira, Natan David
de Oliveira, Natan Nascimento
Charlo, Patrícia Bossolani
de Oliveira, Magda Lúcia Félix
de Oliveira, Rosana Rosseto
Carreira, Lígia
Facchini, Luiz Augusto
Vissoci, João Ricardo Nickenig
Salci, Maria Aparecida
Spatial correlation of covid-19 with intensive care unit beds in Paraná
title Spatial correlation of covid-19 with intensive care unit beds in Paraná
title_full Spatial correlation of covid-19 with intensive care unit beds in Paraná
title_fullStr Spatial correlation of covid-19 with intensive care unit beds in Paraná
title_full_unstemmed Spatial correlation of covid-19 with intensive care unit beds in Paraná
title_short Spatial correlation of covid-19 with intensive care unit beds in Paraná
title_sort spatial correlation of covid-19 with intensive care unit beds in paraná
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963746/
https://www.ncbi.nlm.nih.gov/pubmed/35384998
http://dx.doi.org/10.11606/s1518-8787.2022056003868
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