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

Detalhes bibliográficos
Autor(a) principal: Correia Basto da Silva, Gustavo
Data de Publicação: 2023
Outros Autores: Barbosa da Silva, Gilmar, Stella Cysneiros Pachá, Anna, de Aguiar Pontes Pamplona , Ysabely, Conceição Martins , Lourdes, Augusto do Nascimento, Álvaro, Alves de Olinda, Ricardo
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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spelling 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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