Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil
Autor(a) principal: | |
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Data de Publicação: | 2016 |
Outros Autores: | , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Cadernos de Saúde Pública |
Texto Completo: | https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030 |
Resumo: | Diarrhea by rotavirus is one of the main causes of mortality in children in developing countries, although the hospitalization rates (HR) for acute diarrhea have been found to have fallen since the introduction of the rotavirus vaccine. However, the patterns of the rotavirus are still not well understood and seasonal peaks occur throughout the year, with variations between countries and over time. The main objective of this study was to analyze the temporal behavior of HR caused by acute diarrhea in children under the age of one in the south of Brazil, between 2000 and 2011, and to explore changes in seasonality patters after the introduction of the vaccine against the rotavirus in 2006. Harmonic and multiscale wavelet analyses were used to detect seasonality and the points of change in the temporal scale. The statistical significance of each seasonality that was identified was tested using Fisher's test. The harmonic and wavelet analyses show annual seasonal and six-monthly patterns for HR, as well as a clear change after the introduction of the vaccine in 2006. |
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Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern BrazilRotavirusDysenteryTime Series StudiesDiarrhea by rotavirus is one of the main causes of mortality in children in developing countries, although the hospitalization rates (HR) for acute diarrhea have been found to have fallen since the introduction of the rotavirus vaccine. However, the patterns of the rotavirus are still not well understood and seasonal peaks occur throughout the year, with variations between countries and over time. The main objective of this study was to analyze the temporal behavior of HR caused by acute diarrhea in children under the age of one in the south of Brazil, between 2000 and 2011, and to explore changes in seasonality patters after the introduction of the vaccine against the rotavirus in 2006. Harmonic and multiscale wavelet analyses were used to detect seasonality and the points of change in the temporal scale. The statistical significance of each seasonality that was identified was tested using Fisher's test. The harmonic and wavelet analyses show annual seasonal and six-monthly patterns for HR, as well as a clear change after the introduction of the vaccine in 2006.La diarrea por rotavirus es una de las principales causas de mortalidad en niños en los países en desarrollo, aunque se haya observado una reducción en las tasas de hospitalización (HR) por diarreas agudas, desde que se introdujo la vacuna del rotavirus. La dinámica del rotavirus, no obstante, aunque está mal comprendida -y se producen picos estacionales- tiene lugar durante todo el año, con variaciones entre países y a lo largo del tiempo. El principal objetivo fue analizar el comportamiento temporal de las HR, debido a la diarrea aguda en niños menores de un año de edad en el sur de Brasil, de 2000 a 2011, e investigar cambios en el patrón de estacionalidad tras la introducción de la vacuna contra el rotavirus en 2006. Los análisis harmónico y multiescala wavelet se utilizaron para detectar la estacionalidad y puntos de cambio en la serie temporal. La significancia estadística de cada estacionalidad identificada fue testada por el test de Fisher. Los análisis harmónico y wavelet mostraron patrones estacionales anual y semestral de los HR, así como un nítido cambio tras la introducción de la vacuna en 2006.A diarreia por rotavírus é uma das principais causas de mortalidade em crianças nos países em desenvolvimento, embora tenha sido observada a redução nas taxas de hospitalização (HR) por diarreias aguda desde que a vacina do rotavírus foi introduzida. A dinâmica do rotavírus, no entanto, ainda é mal compreendida e picos sazonais ocorrem durante todo o ano, com variações entre países e ao longo do tempo. O principal objetivo foi analisar o comportamento temporal das HR devido a diarreia aguda em crianças menores de um ano de idade no sul do Brasil, de 2000 a 2011, e investigar mudanças no padrão de sazonalidade após a introdução da vacina contra o rotavírus em 2006. Análises harmônica e multiescala wavelet foram utilizadas para detectar a sazonalidade e pontos de mudança na série temporal. A significância estatística de cada sazonalidade identificada foi testada pelo teste de Fisher. As análises harmônica e wavelet mostraram padrões sazonais anual e semestral das HR, bem como a nítida mudança após a introdução da vacina em 2006.Reports in Public HealthCadernos de Saúde Pública2016-10-20info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030Reports in Public Health; Vol. 32 No. 10 (2016): OctoberCadernos de Saúde Pública; v. 32 n. 10 (2016): Outubro1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030/12688https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030/12689Maria de Lourdes Teixeira MasukawaEniuce Menezes de SouzaEdilson GimenesNelson Shozo UchimuraAdriana Mayumi MoriwakiTaqueco Teruya Uchimurainfo:eu-repo/semantics/openAccess2024-03-06T15:29:05Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/6030Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:06:53.708384Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true |
dc.title.none.fl_str_mv |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
title |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
spellingShingle |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil Maria de Lourdes Teixeira Masukawa Rotavirus Dysentery Time Series Studies |
title_short |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
title_full |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
title_fullStr |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
title_full_unstemmed |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
title_sort |
Time series investigation of changes in seasonality of acute diarrhea hospitalizations before and after rotavirus vaccine in Southern Brazil |
author |
Maria de Lourdes Teixeira Masukawa |
author_facet |
Maria de Lourdes Teixeira Masukawa Eniuce Menezes de Souza Edilson Gimenes Nelson Shozo Uchimura Adriana Mayumi Moriwaki Taqueco Teruya Uchimura |
author_role |
author |
author2 |
Eniuce Menezes de Souza Edilson Gimenes Nelson Shozo Uchimura Adriana Mayumi Moriwaki Taqueco Teruya Uchimura |
author2_role |
author author author author author |
dc.contributor.author.fl_str_mv |
Maria de Lourdes Teixeira Masukawa Eniuce Menezes de Souza Edilson Gimenes Nelson Shozo Uchimura Adriana Mayumi Moriwaki Taqueco Teruya Uchimura |
dc.subject.por.fl_str_mv |
Rotavirus Dysentery Time Series Studies |
topic |
Rotavirus Dysentery Time Series Studies |
description |
Diarrhea by rotavirus is one of the main causes of mortality in children in developing countries, although the hospitalization rates (HR) for acute diarrhea have been found to have fallen since the introduction of the rotavirus vaccine. However, the patterns of the rotavirus are still not well understood and seasonal peaks occur throughout the year, with variations between countries and over time. The main objective of this study was to analyze the temporal behavior of HR caused by acute diarrhea in children under the age of one in the south of Brazil, between 2000 and 2011, and to explore changes in seasonality patters after the introduction of the vaccine against the rotavirus in 2006. Harmonic and multiscale wavelet analyses were used to detect seasonality and the points of change in the temporal scale. The statistical significance of each seasonality that was identified was tested using Fisher's test. The harmonic and wavelet analyses show annual seasonal and six-monthly patterns for HR, as well as a clear change after the introduction of the vaccine in 2006. |
publishDate |
2016 |
dc.date.none.fl_str_mv |
2016-10-20 |
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://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030 |
url |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030/12688 https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/6030/12689 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
text/html application/pdf |
dc.publisher.none.fl_str_mv |
Reports in Public Health Cadernos de Saúde Pública |
publisher.none.fl_str_mv |
Reports in Public Health Cadernos de Saúde Pública |
dc.source.none.fl_str_mv |
Reports in Public Health; Vol. 32 No. 10 (2016): October Cadernos de Saúde Pública; v. 32 n. 10 (2016): Outubro 1678-4464 0102-311X reponame:Cadernos de Saúde Pública instname:Fundação Oswaldo Cruz (FIOCRUZ) instacron:FIOCRUZ |
instname_str |
Fundação Oswaldo Cruz (FIOCRUZ) |
instacron_str |
FIOCRUZ |
institution |
FIOCRUZ |
reponame_str |
Cadernos de Saúde Pública |
collection |
Cadernos de Saúde Pública |
repository.name.fl_str_mv |
Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ) |
repository.mail.fl_str_mv |
cadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br |
_version_ |
1798943381008678912 |