ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ

Detalhes bibliográficos
Autor(a) principal: Terre, Bruna Regina Bratti Frank
Data de Publicação: 2023
Outros Autores: Toso, Beatriz Rosana Gonçalves de Oliveira, Johann, Jerry Adriani
Tipo de documento: Artigo
Idioma: por
Título da fonte: Hygeia (Uberlândia)
Texto Completo: https://seer.ufu.br/index.php/hygeia/article/view/67664
Resumo: The evaluation of correlation between health indicators and vaccination against Covid-19 is essential for implementing strategies to fight the disease. Objective: To analyze the spatial-temporal distribution of health indicators and their correlation with vaccination against Covid-19 in the state of Paraná. Methods: Ecological, cross-sectional study of secondary data analysis through bulletins of the Health Department of Paraná from 2021 to 2022, using as variables Incidence Rate (IR), Mortality Coefficient (MC), Lethality Coefficient (LC), Dose 1 (D1) and Vaccination Coverage (VC) of Covid-19. The correlation among the variables was analyzed with the Spearman test and exploratory analysis of univariate and bivariate spatial data using the software GeoDa. Results: There was a positive correlation for the analysis of VC and D1 with IR and MC, and a negative correlation for VC and D1 with LC. Univariate spatial analysis showed positive autocorrelation. In the bivariate analysis, there was a negative spatial correlation between VC and LC, with low-high clusters being highlighted, and a positive spatial correlation between VC and IR with low-low clusters. Conclusion: Knowledge on the influence of space on health indicators can contribute to the organization of policies for regional coping with the pandemic. The dissemination of the results allows the promulgation of the benefits of vaccination in reducing the severity of the disease in the State.
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spelling ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁANÁLISE DA CORRELAÇÃO ESPAÇO-TEMPORAL ENTRE OS INDICADORES DE SAÚDE E A VACINAÇÃO CONTRA A COVID-19 NO ESTADO DO PARANÁPandemiaPolíticas de saúdeAnálise espacialPandemicHealth policiesSpatial analysisThe evaluation of correlation between health indicators and vaccination against Covid-19 is essential for implementing strategies to fight the disease. Objective: To analyze the spatial-temporal distribution of health indicators and their correlation with vaccination against Covid-19 in the state of Paraná. Methods: Ecological, cross-sectional study of secondary data analysis through bulletins of the Health Department of Paraná from 2021 to 2022, using as variables Incidence Rate (IR), Mortality Coefficient (MC), Lethality Coefficient (LC), Dose 1 (D1) and Vaccination Coverage (VC) of Covid-19. The correlation among the variables was analyzed with the Spearman test and exploratory analysis of univariate and bivariate spatial data using the software GeoDa. Results: There was a positive correlation for the analysis of VC and D1 with IR and MC, and a negative correlation for VC and D1 with LC. Univariate spatial analysis showed positive autocorrelation. In the bivariate analysis, there was a negative spatial correlation between VC and LC, with low-high clusters being highlighted, and a positive spatial correlation between VC and IR with low-low clusters. Conclusion: Knowledge on the influence of space on health indicators can contribute to the organization of policies for regional coping with the pandemic. The dissemination of the results allows the promulgation of the benefits of vaccination in reducing the severity of the disease in the State.A avaliação da correlação entre indicadores de saúde e a vacinação contra a Covid-19 é fundamental para a implantação de estratégias de enfrentamento da doença. Objetivo: Analisar a distribuição espaço-temporal dos indicadores de saúde e sua correlação com a vacinação contra a Covid-19 no estado do Paraná. Métodos: Estudo ecológico, transversal, de análise de dados secundários por meio de boletins da Secretaria de Saúde do Paraná de 2021 até 2022, utilizando como variáveis Taxa de Incidência (TI), Coeficiente de Mortalidade (CM), Coeficiente de Letalidade (CL), Dose 1 (D1) e Cobertura Vacinal (CV) da Covid-19. A correlação entre as variáveis foi analisada pelo teste de Spearman e análise exploratória de dados espaciais uni e bivariada utilizando-se o software GeoDa. Resultados: Houve correlação positiva para análise de CV e D1 com TI e CM e negativa para CV e D1 com CL. A análise espacial univariada demonstrou autocorrelação positiva. Na análise bivariada houve correlação espacial negativa entre CV e CL, destacando-se clusters baixo-alto, e positiva entre CV e TI, com clusters baixo-baixo. Conclusão: O conhecimento da influência do espaço nos indicadores de saúde pode contribuir para a organização de políticas de enfrentamento regional da pandemia. A divulgação dos resultados permite a disseminação dos benefícios da vacinação na redução da gravidade da doença no Estado.Universidade Federal de Uberlândia2023-09-21info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.ufu.br/index.php/hygeia/article/view/6766410.14393/Hygeia1967664Hygeia - Revista Brasileira de Geografia Médica e da Saúde; v. 19 (2023); e19271980-1726reponame:Hygeia (Uberlândia)instname:Universidade Federal de Uberlândia (UFU)instacron:UFUporhttps://seer.ufu.br/index.php/hygeia/article/view/67664/36826Copyright (c) 2023 Bruna Regina Bratti Frank Terre, Beatriz Rosana Gonçalves de Oliveira Toso, Jerry Adriani Johanninfo:eu-repo/semantics/openAccessTerre, Bruna Regina Bratti FrankToso, Beatriz Rosana Gonçalves de OliveiraJohann, Jerry Adriani2023-09-21T19:16:21Zoai:ojs.www.seer.ufu.br:article/67664Revistahttps://seer.ufu.br/index.php/hygeiaPUBhttps://seer.ufu.br/index.php/hygeia/oaisamuel@ufu.br||flavia.santos@ufu.br1980-17261980-1726opendoar:2023-09-21T19:16:21Hygeia (Uberlândia) - Universidade Federal de Uberlândia (UFU)false
dc.title.none.fl_str_mv ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
ANÁLISE DA CORRELAÇÃO ESPAÇO-TEMPORAL ENTRE OS INDICADORES DE SAÚDE E A VACINAÇÃO CONTRA A COVID-19 NO ESTADO DO PARANÁ
title ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
spellingShingle ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
Terre, Bruna Regina Bratti Frank
Pandemia
Políticas de saúde
Análise espacial
Pandemic
Health policies
Spatial analysis
title_short ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
title_full ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
title_fullStr ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
title_full_unstemmed ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
title_sort ANALYSIS OF SPATIO-TEMPORAL CORRELATION BETWEEN HEALTH INDICATORS AND VACCINATION AGAINST COVID-19 IN THE STATE OF PARANÁ
author Terre, Bruna Regina Bratti Frank
author_facet Terre, Bruna Regina Bratti Frank
Toso, Beatriz Rosana Gonçalves de Oliveira
Johann, Jerry Adriani
author_role author
author2 Toso, Beatriz Rosana Gonçalves de Oliveira
Johann, Jerry Adriani
author2_role author
author
dc.contributor.author.fl_str_mv Terre, Bruna Regina Bratti Frank
Toso, Beatriz Rosana Gonçalves de Oliveira
Johann, Jerry Adriani
dc.subject.por.fl_str_mv Pandemia
Políticas de saúde
Análise espacial
Pandemic
Health policies
Spatial analysis
topic Pandemia
Políticas de saúde
Análise espacial
Pandemic
Health policies
Spatial analysis
description The evaluation of correlation between health indicators and vaccination against Covid-19 is essential for implementing strategies to fight the disease. Objective: To analyze the spatial-temporal distribution of health indicators and their correlation with vaccination against Covid-19 in the state of Paraná. Methods: Ecological, cross-sectional study of secondary data analysis through bulletins of the Health Department of Paraná from 2021 to 2022, using as variables Incidence Rate (IR), Mortality Coefficient (MC), Lethality Coefficient (LC), Dose 1 (D1) and Vaccination Coverage (VC) of Covid-19. The correlation among the variables was analyzed with the Spearman test and exploratory analysis of univariate and bivariate spatial data using the software GeoDa. Results: There was a positive correlation for the analysis of VC and D1 with IR and MC, and a negative correlation for VC and D1 with LC. Univariate spatial analysis showed positive autocorrelation. In the bivariate analysis, there was a negative spatial correlation between VC and LC, with low-high clusters being highlighted, and a positive spatial correlation between VC and IR with low-low clusters. Conclusion: Knowledge on the influence of space on health indicators can contribute to the organization of policies for regional coping with the pandemic. The dissemination of the results allows the promulgation of the benefits of vaccination in reducing the severity of the disease in the State.
publishDate 2023
dc.date.none.fl_str_mv 2023-09-21
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://seer.ufu.br/index.php/hygeia/article/view/67664
10.14393/Hygeia1967664
url https://seer.ufu.br/index.php/hygeia/article/view/67664
identifier_str_mv 10.14393/Hygeia1967664
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://seer.ufu.br/index.php/hygeia/article/view/67664/36826
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Uberlândia
publisher.none.fl_str_mv Universidade Federal de Uberlândia
dc.source.none.fl_str_mv Hygeia - Revista Brasileira de Geografia Médica e da Saúde; v. 19 (2023); e1927
1980-1726
reponame:Hygeia (Uberlândia)
instname:Universidade Federal de Uberlândia (UFU)
instacron:UFU
instname_str Universidade Federal de Uberlândia (UFU)
instacron_str UFU
institution UFU
reponame_str Hygeia (Uberlândia)
collection Hygeia (Uberlândia)
repository.name.fl_str_mv Hygeia (Uberlândia) - Universidade Federal de Uberlândia (UFU)
repository.mail.fl_str_mv samuel@ufu.br||flavia.santos@ufu.br
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