Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/25351 |
Resumo: | The incidence of COVID-19 was heterogeneous in countries, states and municipalities, given the peculiarities of each nation, as well as the responses of their health services at regional and local levels. The objective of this work was to verify the correlation between the Municipal Human Development Index (MHDI) and its sub-indices (income, education and longevity) and the incidence, mortality and hospitalization rates in a health macro-region with 31 municipalities. Data were extracted from open online databases, made available by the Ministry of Health of Brazil and the State Health Department of Minas Gerais (SES-MG). After applying the normality test on rates and MHDI, Spearman's correlation test was performed, at a significance level of 5%. A positive, moderate and significant correlation was observed between HDI/HDI income with incidence rate and mortality rate, showing that the increase in HDI was associated with the incidence of COVID-19and also mortality. The main hypothesis formulated was that municipalities with higher HDI can favor a greater circulation of people, goods and services, which directly impact the dynamics of virus dissemination. It is expected that more work can be carried out to seek correlation between socioeconomic indicators, incidence and mortality of COVID-19, strengthening and directing surveillance processes at various levels of health. |
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Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas GeraisEvaluación de la correlación entre incidencia, hospitalización y mortalidad por COVID-19 con el Índice de Desarrollo Humano Municipal-IDHM en una macrorregión de salud de Minas GeraisAvaliação de correlação entre incidência, internação e mortalidade por COVID-19 com o índice de Desenvolvimento Humano Municipal-IDHM em uma macrorregião de saúde de Minas Gerais COVID-19Índice de desenvolvimento humanoRendaMortalidadeIncidência. COVID-19Índice de desarrollo humanoIngresoMortalidadIncidencia.Human Development IndexIncomeMortalityCOVID-19Incidence.The incidence of COVID-19 was heterogeneous in countries, states and municipalities, given the peculiarities of each nation, as well as the responses of their health services at regional and local levels. The objective of this work was to verify the correlation between the Municipal Human Development Index (MHDI) and its sub-indices (income, education and longevity) and the incidence, mortality and hospitalization rates in a health macro-region with 31 municipalities. Data were extracted from open online databases, made available by the Ministry of Health of Brazil and the State Health Department of Minas Gerais (SES-MG). After applying the normality test on rates and MHDI, Spearman's correlation test was performed, at a significance level of 5%. A positive, moderate and significant correlation was observed between HDI/HDI income with incidence rate and mortality rate, showing that the increase in HDI was associated with the incidence of COVID-19and also mortality. The main hypothesis formulated was that municipalities with higher HDI can favor a greater circulation of people, goods and services, which directly impact the dynamics of virus dissemination. It is expected that more work can be carried out to seek correlation between socioeconomic indicators, incidence and mortality of COVID-19, strengthening and directing surveillance processes at various levels of health.La incidencia de COVID-19 fue heterogénea en países, estados y municipios, dadas las peculiaridades de cada nación, así como las respuestas de sus servicios de salud a nivel regional y local. El objetivo de este trabajo fue verificar la correlación entre el Índice de Desarrollo Humano Municipal (IDHM) y sus subíndices (ingreso, educación y longevidad) y las tasas de incidencia, mortalidad y hospitalización en una macrorregión de salud con 31 municipios. Los datos fueron extraídos de bases de datos abiertas en línea, disponibles por el Ministerio de Salud de Brasil y el Departamento de Salud del Estado de Minas Gerais (SES-MG). Luego de aplicar la prueba de normalidad sobre tasas y IDHM, se realizó la prueba de correlación de Spearman, a un nivel de significancia del 5%. Se observó una correlación positiva, moderada y significativa entre los ingresos del IDH / IDH con la tasa de incidencia y la tasa de mortalidad, mostrando que el aumento del IDH se asoció con la incidencia de COVID-19 y también con la mortalidad. La principal hipótesis formulada fue que los municipios con mayor IDH pueden favorecer una mayor circulación de personas, bienes y servicios, lo que impacta directamente en la dinámica de diseminación del virus. Se espera que se pueda trabajar más para buscar la correlación entre indicadores socioeconómicos, incidencia y mortalidad de COVID-19, fortaleciendo y dirigiendo los procesos de vigilancia en los distintos niveles de salud.A incidência da COVID-19 aconteceu de forma heterogênea em países, estados e municípios, dado as peculiaridades de cada nação, bem como as respostas de seus serviços de saúde em âmbito regional e local. O objetivo desse trabalho foi verificar a correlação entre o Índice de Desenvolvimento Humano Municipal (IDHM) e seus subíndices (renda, educação e longevidade) e as taxas de incidência, mortalidade e internação em uma macrorregião de saúde com 31 municípios. Os dados foram extraídos de bancos de dados online abertos, disponibilizados pelo Ministério da Saúde do Brasil e Secretaria de Estado de Saúde de Minas Gerais (SES-MG). Após aplicação de teste de normalidade sobre as taxas e IDHM, foi realizado teste de correlação de Spearman, a um nível de signficância de 5%. Observou-se correlação positiva, moderada e significativa entre IDH/IDH renda com taxa de incidência e taxa de mortalidade, evidenciando que o aumento de IDH foi associado a incidência de COVID-19 e também mortalidade. A hipótese principal formulada foi que municípios com maiores IDH podem favorecer uma maior circulação de pessoas, bens e serviços, que impactam diretamente na dinâmica de disseminação do vírus. Espera-se que mais trabalhos possam ser realizados visando buscar correlação entre indicadores socioeconômicos, incidência e mortalidade da COVID-19, fortalecendo e direcionando os processos de vigilância nos vários níveis de saúde.Research, Society and Development2022-01-13info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/2535110.33448/rsd-v11i1.25351Research, Society and Development; Vol. 11 No. 1; e50111125351Research, Society and Development; Vol. 11 Núm. 1; e50111125351Research, Society and Development; v. 11 n. 1; e501111253512525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/25351/22113Copyright (c) 2022 Cláudio Luiz Ferreira Júnior; Cleya da Silva Santana Cruz; Kesley Duarte de Jesus; Carolina di Pietro Carvalho ; Kelly da Rocha Neveshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessFerreira Júnior, Cláudio Luiz Cruz, Cleya da Silva Santana Jesus, Kesley Duarte de Carvalho , Carolina di PietroNeves, Kelly da Rocha 2022-01-16T18:08:18Zoai:ojs.pkp.sfu.ca:article/25351Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:43:39.605409Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais Evaluación de la correlación entre incidencia, hospitalización y mortalidad por COVID-19 con el Índice de Desarrollo Humano Municipal-IDHM en una macrorregión de salud de Minas Gerais Avaliação de correlação entre incidência, internação e mortalidade por COVID-19 com o índice de Desenvolvimento Humano Municipal-IDHM em uma macrorregião de saúde de Minas Gerais |
title |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais |
spellingShingle |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais Ferreira Júnior, Cláudio Luiz COVID-19 Índice de desenvolvimento humano Renda Mortalidade Incidência. COVID-19 Índice de desarrollo humano Ingreso Mortalidad Incidencia. Human Development Index Income Mortality COVID-19 Incidence. |
title_short |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais |
title_full |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais |
title_fullStr |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais |
title_full_unstemmed |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais |
title_sort |
Assessment of correlation between incidence, hospitalization and mortality by COVID-19 with the Municipal Human Development Index-IDHM in a health macro-region of Minas Gerais |
author |
Ferreira Júnior, Cláudio Luiz |
author_facet |
Ferreira Júnior, Cláudio Luiz Cruz, Cleya da Silva Santana Jesus, Kesley Duarte de Carvalho , Carolina di Pietro Neves, Kelly da Rocha |
author_role |
author |
author2 |
Cruz, Cleya da Silva Santana Jesus, Kesley Duarte de Carvalho , Carolina di Pietro Neves, Kelly da Rocha |
author2_role |
author author author author |
dc.contributor.author.fl_str_mv |
Ferreira Júnior, Cláudio Luiz Cruz, Cleya da Silva Santana Jesus, Kesley Duarte de Carvalho , Carolina di Pietro Neves, Kelly da Rocha |
dc.subject.por.fl_str_mv |
COVID-19 Índice de desenvolvimento humano Renda Mortalidade Incidência. COVID-19 Índice de desarrollo humano Ingreso Mortalidad Incidencia. Human Development Index Income Mortality COVID-19 Incidence. |
topic |
COVID-19 Índice de desenvolvimento humano Renda Mortalidade Incidência. COVID-19 Índice de desarrollo humano Ingreso Mortalidad Incidencia. Human Development Index Income Mortality COVID-19 Incidence. |
description |
The incidence of COVID-19 was heterogeneous in countries, states and municipalities, given the peculiarities of each nation, as well as the responses of their health services at regional and local levels. The objective of this work was to verify the correlation between the Municipal Human Development Index (MHDI) and its sub-indices (income, education and longevity) and the incidence, mortality and hospitalization rates in a health macro-region with 31 municipalities. Data were extracted from open online databases, made available by the Ministry of Health of Brazil and the State Health Department of Minas Gerais (SES-MG). After applying the normality test on rates and MHDI, Spearman's correlation test was performed, at a significance level of 5%. A positive, moderate and significant correlation was observed between HDI/HDI income with incidence rate and mortality rate, showing that the increase in HDI was associated with the incidence of COVID-19and also mortality. The main hypothesis formulated was that municipalities with higher HDI can favor a greater circulation of people, goods and services, which directly impact the dynamics of virus dissemination. It is expected that more work can be carried out to seek correlation between socioeconomic indicators, incidence and mortality of COVID-19, strengthening and directing surveillance processes at various levels of health. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-01-13 |
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://rsdjournal.org/index.php/rsd/article/view/25351 10.33448/rsd-v11i1.25351 |
url |
https://rsdjournal.org/index.php/rsd/article/view/25351 |
identifier_str_mv |
10.33448/rsd-v11i1.25351 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/25351/22113 |
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 |
dc.publisher.none.fl_str_mv |
Research, Society and Development |
publisher.none.fl_str_mv |
Research, Society and Development |
dc.source.none.fl_str_mv |
Research, Society and Development; Vol. 11 No. 1; e50111125351 Research, Society and Development; Vol. 11 Núm. 1; e50111125351 Research, Society and Development; v. 11 n. 1; e50111125351 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
instname_str |
Universidade Federal de Itajubá (UNIFEI) |
instacron_str |
UNIFEI |
institution |
UNIFEI |
reponame_str |
Research, Society and Development |
collection |
Research, Society and Development |
repository.name.fl_str_mv |
Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
repository.mail.fl_str_mv |
rsd.articles@gmail.com |
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1797052702421680128 |