Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil

Detalhes bibliográficos
Autor(a) principal: Dutra, Carlos Maximiliano
Data de Publicação: 2020
Outros Autores: Farias, Fabiane Moreira, Madrid, Matheus Gabina, Melo, Carlos Augusto Riella de
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Health Review
Texto Completo: https://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/article/view/14927
Resumo: The COVID-19 Pandemic began at the end of February 2020 in Brazil and the number of infected has been growing at an accelerated rate surpassing 2 million cases in July 2020, despite the high underreporting evidenced. In the present study, we considered the recorded data of deaths by COVID-19 according to the Ministry of Health to estimate the temporal evolution of COVID-19 in Brazil. The method of nonlinear regression adjustment of the Gompertz growth function was adjusted for the COVID-19 death data set of the States of Brazil. As results we estimated the following numbers for the PANDEMIC COVID-19 in Brazil: total number of deaths of 165,208 and total number of confirmed cases 5,506,933 (assuming case fatality rate of 3%). It is also estimated when in each State of Brazil will be reached 95% of the predicted deaths due to COVID-19: by the end of November 2020 for 21 States; by the first week of December/2020 for 2 States; only in 2021 for 4 other states, São Paulo will reach in March/2021. Emphasizing that these estimates are in accordance with the pace of pandemic development recorded in the evolution of the numbers of the disease so far, considering the effects of preventive measures of contagion, the ability to identify infected patients via testing and the capacity of care of the Brazilian health system. New scenarios of evolution of COVID-19 can be built in Brazil, better or worse, according to individual, social, business, and governmental actions.
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spelling Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasilcovid-19predictedestimatedcoronavirusgompertzdeathsepidemiologyThe COVID-19 Pandemic began at the end of February 2020 in Brazil and the number of infected has been growing at an accelerated rate surpassing 2 million cases in July 2020, despite the high underreporting evidenced. In the present study, we considered the recorded data of deaths by COVID-19 according to the Ministry of Health to estimate the temporal evolution of COVID-19 in Brazil. The method of nonlinear regression adjustment of the Gompertz growth function was adjusted for the COVID-19 death data set of the States of Brazil. As results we estimated the following numbers for the PANDEMIC COVID-19 in Brazil: total number of deaths of 165,208 and total number of confirmed cases 5,506,933 (assuming case fatality rate of 3%). It is also estimated when in each State of Brazil will be reached 95% of the predicted deaths due to COVID-19: by the end of November 2020 for 21 States; by the first week of December/2020 for 2 States; only in 2021 for 4 other states, São Paulo will reach in March/2021. Emphasizing that these estimates are in accordance with the pace of pandemic development recorded in the evolution of the numbers of the disease so far, considering the effects of preventive measures of contagion, the ability to identify infected patients via testing and the capacity of care of the Brazilian health system. New scenarios of evolution of COVID-19 can be built in Brazil, better or worse, according to individual, social, business, and governmental actions.Brazilian Journals Publicações de Periódicos e Editora Ltda.2020-08-17info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/article/view/1492710.34119/bjhrv3n4-250Brazilian Journal of Health Review; Vol. 3 No. 4 (2020); 10266-10284Brazilian Journal of Health Review; v. 3 n. 4 (2020); 10266-102842595-6825reponame:Brazilian Journal of Health Reviewinstname:Federação das Indústrias do Estado do Paraná (FIEP)instacron:BJRHenghttps://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/article/view/14927/12330Copyright (c) 2020 Brazilian Journal of Health Reviewinfo:eu-repo/semantics/openAccessDutra, Carlos MaximilianoFarias, Fabiane MoreiraMadrid, Matheus GabinaMelo, Carlos Augusto Riella de2020-09-24T10:58:48Zoai:ojs2.ojs.brazilianjournals.com.br:article/14927Revistahttp://www.brazilianjournals.com/index.php/BJHR/indexPRIhttps://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/oai|| brazilianjhr@gmail.com2595-68252595-6825opendoar:2020-09-24T10:58:48Brazilian Journal of Health Review - Federação das Indústrias do Estado do Paraná (FIEP)false
dc.title.none.fl_str_mv Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
title Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
spellingShingle Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
Dutra, Carlos Maximiliano
covid-19
predicted
estimated
coronavirus
gompertz
deaths
epidemiology
title_short Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
title_full Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
title_fullStr Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
title_full_unstemmed Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
title_sort Estimated number of deaths, confirmed cases and duration of the COVID-19 Pandemic in Brazil / Estimativa de número de óbitos, casos confirmados e duração da Pandemia COVID-19 no Brasil
author Dutra, Carlos Maximiliano
author_facet Dutra, Carlos Maximiliano
Farias, Fabiane Moreira
Madrid, Matheus Gabina
Melo, Carlos Augusto Riella de
author_role author
author2 Farias, Fabiane Moreira
Madrid, Matheus Gabina
Melo, Carlos Augusto Riella de
author2_role author
author
author
dc.contributor.author.fl_str_mv Dutra, Carlos Maximiliano
Farias, Fabiane Moreira
Madrid, Matheus Gabina
Melo, Carlos Augusto Riella de
dc.subject.por.fl_str_mv covid-19
predicted
estimated
coronavirus
gompertz
deaths
epidemiology
topic covid-19
predicted
estimated
coronavirus
gompertz
deaths
epidemiology
description The COVID-19 Pandemic began at the end of February 2020 in Brazil and the number of infected has been growing at an accelerated rate surpassing 2 million cases in July 2020, despite the high underreporting evidenced. In the present study, we considered the recorded data of deaths by COVID-19 according to the Ministry of Health to estimate the temporal evolution of COVID-19 in Brazil. The method of nonlinear regression adjustment of the Gompertz growth function was adjusted for the COVID-19 death data set of the States of Brazil. As results we estimated the following numbers for the PANDEMIC COVID-19 in Brazil: total number of deaths of 165,208 and total number of confirmed cases 5,506,933 (assuming case fatality rate of 3%). It is also estimated when in each State of Brazil will be reached 95% of the predicted deaths due to COVID-19: by the end of November 2020 for 21 States; by the first week of December/2020 for 2 States; only in 2021 for 4 other states, São Paulo will reach in March/2021. Emphasizing that these estimates are in accordance with the pace of pandemic development recorded in the evolution of the numbers of the disease so far, considering the effects of preventive measures of contagion, the ability to identify infected patients via testing and the capacity of care of the Brazilian health system. New scenarios of evolution of COVID-19 can be built in Brazil, better or worse, according to individual, social, business, and governmental actions.
publishDate 2020
dc.date.none.fl_str_mv 2020-08-17
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://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/article/view/14927
10.34119/bjhrv3n4-250
url https://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/article/view/14927
identifier_str_mv 10.34119/bjhrv3n4-250
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://ojs.brazilianjournals.com.br/ojs/index.php/BJHR/article/view/14927/12330
dc.rights.driver.fl_str_mv Copyright (c) 2020 Brazilian Journal of Health Review
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 Brazilian Journal of Health Review
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Brazilian Journals Publicações de Periódicos e Editora Ltda.
publisher.none.fl_str_mv Brazilian Journals Publicações de Periódicos e Editora Ltda.
dc.source.none.fl_str_mv Brazilian Journal of Health Review; Vol. 3 No. 4 (2020); 10266-10284
Brazilian Journal of Health Review; v. 3 n. 4 (2020); 10266-10284
2595-6825
reponame:Brazilian Journal of Health Review
instname:Federação das Indústrias do Estado do Paraná (FIEP)
instacron:BJRH
instname_str Federação das Indústrias do Estado do Paraná (FIEP)
instacron_str BJRH
institution BJRH
reponame_str Brazilian Journal of Health Review
collection Brazilian Journal of Health Review
repository.name.fl_str_mv Brazilian Journal of Health Review - Federação das Indústrias do Estado do Paraná (FIEP)
repository.mail.fl_str_mv || brazilianjhr@gmail.com
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