Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , , |
Tipo de documento: | Artigo |
Idioma: | por eng |
Título da fonte: | Vigilância Sanitária em Debate |
Texto Completo: | https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040 |
Resumo: | Introduction: COVID-19 notification has been growing continuously in Brazil and the study of all related aspects is necessary. Objective: To determine the incidence rate of coronavirus, analyze the spatial autocorrelation of reported cases and determine the correlation between the incidence of the disease and sociodemographic variables in the state of Paraíba, in 2020. Method: An observational, ecological research was carried out and data were obtained from notifications from cities in Paraíba to the Coronavirus Panel. The outcome variable was the disease incidence rate, and the explanatory variables referred to sociodemographic data, testing the hypotheses using Spearman’s correlation. Spatial autocorrelation was verified using Moran’s I and Geary’s C statistic, using choropleth maps, by means of the R software, at a significance level of 5%. Results: Increasing values of incidence rates were observed as the months progressed. There was a statistical correlation for population density, income, and Municipal Human Development Index in most months. In addition, the Alto-Alto pattern was observed in the state capital at the beginning of the pandemic and, soon after, a migration of this spatial pattern to the interior cities. Conclusions: It was observed, therefore, that the high incidence rates and its spatial behavior negatively impact people’s lives and signal the need for a more intense intervention of governmental policies. |
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Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023Incidência da COVID-19 na Paraíba e fatores sociodemográficos: um estudo ecológico e espacial: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Publicado em: 22/03/2023 SARS-CoV-2Information Storage and RetrievalEpidemiologySARS-CoV-2Armazenamento e Recuperação da InformaçãoEpidemiologiaCOVID-19EpidemiologiaSaúde ColetivaIntroduction: COVID-19 notification has been growing continuously in Brazil and the study of all related aspects is necessary. Objective: To determine the incidence rate of coronavirus, analyze the spatial autocorrelation of reported cases and determine the correlation between the incidence of the disease and sociodemographic variables in the state of Paraíba, in 2020. Method: An observational, ecological research was carried out and data were obtained from notifications from cities in Paraíba to the Coronavirus Panel. The outcome variable was the disease incidence rate, and the explanatory variables referred to sociodemographic data, testing the hypotheses using Spearman’s correlation. Spatial autocorrelation was verified using Moran’s I and Geary’s C statistic, using choropleth maps, by means of the R software, at a significance level of 5%. Results: Increasing values of incidence rates were observed as the months progressed. There was a statistical correlation for population density, income, and Municipal Human Development Index in most months. In addition, the Alto-Alto pattern was observed in the state capital at the beginning of the pandemic and, soon after, a migration of this spatial pattern to the interior cities. Conclusions: It was observed, therefore, that the high incidence rates and its spatial behavior negatively impact people’s lives and signal the need for a more intense intervention of governmental policies.Introdução: A notificação da COVID-19 vem crescendo continuamente no Brasil e o estudo de todos os aspectos relacionados se faz necessário. Objetivo: Determinar a taxa de incidência do coronavírus, analisar a autocorrelação espacial dos casos notificados e determinar a correlação entre a incidência da doença e variáveis sociodemográficas no estado da Paraíba, em 2020. Método: Foi realizada uma pesquisa observacional, do tipo ecológica e os dados foram obtidos das notificações das cidades paraibanas ao Painel Coronavírus. A variável desfecho foi a taxa de incidência da doença, e as explicativas referiam-se aos dados sociodemográficos, testando as hipóteses por meio da correlação de Spearman. Foi verificada a autocorrelação espacial por meio do Índice de Moran (I) e o Coeficiente de Geary (C), com o uso de mapas coropléticos, através do emprego do software R, ao nível significância de 5%. Resultados: Valores crescentes das taxas de incidência foram observados com o avançar dos meses. Houve correlação estatística para a densidade demográfica, a renda e o índice de desenvolvimento humano municipal na maioria dos meses. Ademais, observou-se o padrão Alto-Alto na capital do estado no início da pandemia e, logo após, uma migração desse padrão espacial para as cidades interioranas. Conclusões: Observou-se, portanto, que as altas taxas de incidência e o seu comportamento espacial impactam negativamente a vida das pessoas e sinalizam a necessidade de uma intervenção mais intensa de políticas governamentais.Instituto Nacional de Controle de Qualidade em Saúde2023-03-22info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion"Peer-reviewed article""Artículo revisado por pares""Artigo avaliado pelos pares"application/pdfapplication/pdfhttps://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/204010.22239/2317-269x.02040Health Surveillance under Debate: Society, Science & Technology ; v. 11 (2023) | Continuous publication; 1-11Vigilancia en Salud en Debate: Sociedad, Ciencia y Tecnología; v. 11 (2023) | Publicación continua; 1-11Vigil Sanit Debate, Rio de Janeiro; v. 11 (2023) | Publicação contínua; 1-112317-269Xreponame:Vigilância Sanitária em Debateinstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZporenghttps://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1489https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1613https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1535https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1536https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1537Copyright (c) 2023 Gustavo Correia, Gilmar Barbosa da Silva, Anna Stella Cysneiros Pachá, Ysabely de Aguiar Pontes Pamplona , Lourdes Conceição Martins , Álvaro Augusto do Nascimento, Ricardo Alves de Olinda (Autor)https://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCorreia Basto da Silva, GustavoBarbosa da Silva, GilmarStella Cysneiros Pachá, Anna de Aguiar Pontes Pamplona , YsabelyConceição Martins , LourdesAugusto do Nascimento, ÁlvaroAlves de Olinda, Ricardo2024-02-21T18:01:41Zoai:ojs.visaemdebate.incqs.fiocruz.br:article/2040Revistahttps://visaemdebate.incqs.fiocruz.br/index.php/visaemdebatePUBhttps://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/oaiincqs.visaemdebate@fiocruz.br || gisele.neves@fiocruz.br2317-269X2317-269Xopendoar:2024-02-21T18:01:41Vigilância Sanitária em Debate - Fundação Oswaldo Cruz (FIOCRUZ)false |
dc.title.none.fl_str_mv |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 Incidência da COVID-19 na Paraíba e fatores sociodemográficos: um estudo ecológico e espacial: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Publicado em: 22/03/2023 |
title |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 |
spellingShingle |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 Correia Basto da Silva, Gustavo SARS-CoV-2 Information Storage and Retrieval Epidemiology SARS-CoV-2 Armazenamento e Recuperação da Informação Epidemiologia COVID-19 Epidemiologia Saúde Coletiva |
title_short |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 |
title_full |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 |
title_fullStr |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 |
title_full_unstemmed |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 |
title_sort |
Incidence of COVID-19 in Paraíba and sociodemographic factors: an ecological and spatial study: Vigil Sanit Debate, Rio de Janeiro, 2023, v.11: e02040 | Published on: 22/03/2023 |
author |
Correia Basto da Silva, Gustavo |
author_facet |
Correia Basto da Silva, Gustavo Barbosa da Silva, Gilmar Stella Cysneiros Pachá, Anna de Aguiar Pontes Pamplona , Ysabely Conceição Martins , Lourdes Augusto do Nascimento, Álvaro Alves de Olinda, Ricardo |
author_role |
author |
author2 |
Barbosa da Silva, Gilmar Stella Cysneiros Pachá, Anna de Aguiar Pontes Pamplona , Ysabely Conceição Martins , Lourdes Augusto do Nascimento, Álvaro Alves de Olinda, Ricardo |
author2_role |
author author author author author author |
dc.contributor.author.fl_str_mv |
Correia Basto da Silva, Gustavo Barbosa da Silva, Gilmar Stella Cysneiros Pachá, Anna de Aguiar Pontes Pamplona , Ysabely Conceição Martins , Lourdes Augusto do Nascimento, Álvaro Alves de Olinda, Ricardo |
dc.subject.por.fl_str_mv |
SARS-CoV-2 Information Storage and Retrieval Epidemiology SARS-CoV-2 Armazenamento e Recuperação da Informação Epidemiologia COVID-19 Epidemiologia Saúde Coletiva |
topic |
SARS-CoV-2 Information Storage and Retrieval Epidemiology SARS-CoV-2 Armazenamento e Recuperação da Informação Epidemiologia COVID-19 Epidemiologia Saúde Coletiva |
description |
Introduction: COVID-19 notification has been growing continuously in Brazil and the study of all related aspects is necessary. Objective: To determine the incidence rate of coronavirus, analyze the spatial autocorrelation of reported cases and determine the correlation between the incidence of the disease and sociodemographic variables in the state of Paraíba, in 2020. Method: An observational, ecological research was carried out and data were obtained from notifications from cities in Paraíba to the Coronavirus Panel. The outcome variable was the disease incidence rate, and the explanatory variables referred to sociodemographic data, testing the hypotheses using Spearman’s correlation. Spatial autocorrelation was verified using Moran’s I and Geary’s C statistic, using choropleth maps, by means of the R software, at a significance level of 5%. Results: Increasing values of incidence rates were observed as the months progressed. There was a statistical correlation for population density, income, and Municipal Human Development Index in most months. In addition, the Alto-Alto pattern was observed in the state capital at the beginning of the pandemic and, soon after, a migration of this spatial pattern to the interior cities. Conclusions: It was observed, therefore, that the high incidence rates and its spatial behavior negatively impact people’s lives and signal the need for a more intense intervention of governmental policies. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-03-22 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion "Peer-reviewed article" "Artículo revisado por pares" "Artigo avaliado pelos pares" |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040 10.22239/2317-269x.02040 |
url |
https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040 |
identifier_str_mv |
10.22239/2317-269x.02040 |
dc.language.iso.fl_str_mv |
por eng |
language |
por eng |
dc.relation.none.fl_str_mv |
https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1489 https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1613 https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1535 https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1536 https://visaemdebate.incqs.fiocruz.br/index.php/visaemdebate/article/view/2040/1537 |
dc.rights.driver.fl_str_mv |
https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Instituto Nacional de Controle de Qualidade em Saúde |
publisher.none.fl_str_mv |
Instituto Nacional de Controle de Qualidade em Saúde |
dc.source.none.fl_str_mv |
Health Surveillance under Debate: Society, Science & Technology ; v. 11 (2023) | Continuous publication; 1-11 Vigilancia en Salud en Debate: Sociedad, Ciencia y Tecnología; v. 11 (2023) | Publicación continua; 1-11 Vigil Sanit Debate, Rio de Janeiro; v. 11 (2023) | Publicação contínua; 1-11 2317-269X reponame:Vigilância Sanitária em Debate instname:Fundação Oswaldo Cruz (FIOCRUZ) instacron:FIOCRUZ |
instname_str |
Fundação Oswaldo Cruz (FIOCRUZ) |
instacron_str |
FIOCRUZ |
institution |
FIOCRUZ |
reponame_str |
Vigilância Sanitária em Debate |
collection |
Vigilância Sanitária em Debate |
repository.name.fl_str_mv |
Vigilância Sanitária em Debate - Fundação Oswaldo Cruz (FIOCRUZ) |
repository.mail.fl_str_mv |
incqs.visaemdebate@fiocruz.br || gisele.neves@fiocruz.br |
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1797042046659198976 |