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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Faculdade de Saúde Pública da Universidade de São Paulo
2022
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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. |
format | Online Article Text |
id | pubmed-8963746 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Faculdade de Saúde Pública da Universidade de São Paulo |
record_format | MEDLINE/PubMed |
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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