Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil

Detalhes bibliográficos
Autor(a) principal: Renato Barros da Guarda, Flávio
Data de Publicação: 2023
Outros Autores: Letícia Silvestre Rodrigues, Bárbara, Niels da Silva, Rafaela, Jackllanny Martins de Faria, Shirlley, Beatriz Costa Silva, Paloma, Elias da Silva Júnior, Redmilson, Kelly da Silva Feitosa, Daíze, Kwame Anokye, Nana, C. Coyte, Peter
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/8295
Resumo: This study aimed to evaluate the impact of the Health Gym Program (HGP) on hospital admissions for stroke in the state of Pernambuco, Brazil. This policy impact evaluation used a quasi-experimental approach consisting of a difference-in-differences estimator, weighted by propensity score matching to deal with potential confounding variables. The study comprised socioeconomic, demographic, and epidemiological data from official Brazilian databases from 2010 to 2019. The treatment group was composed of the 134 municipalities that implemented the HGP since 2011. The 51 municipalities that did not were allocated to the comparison group. The nearest neighbor algorithm (N5) was used to pair treatment and comparison group municipalities and create the weights to evaluate the average treatment effect on the treated (ATT) in the difference-in-differences estimator. In 2010, 2,771 people were hospitalized for stroke (0.51% of all hospitalizations) and in 2019, 11,542 (2%). Municipalities that implemented the HGP had 18.37% fewer hospitalizations than their counterparts in the comparison group. The program’s impact in reducing hospitalization rates was incrementally greater among men (ATT: -0.1932) and those aged 71 to 80 years (ATT: -0.1911). All results were statistically significant at the 5% level. The HGP reduced hospitalization for stroke in several population groups, but primarily in those whose underlying prevalence of stroke is highest, reinforcing the importance of public investments in health promotion policies designed to encourage lifestyle changes.
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spelling Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, BrazilImpacto del Programa Academia de la Salud en los ingresos hospitalarios por accidente cerebrovascular en el estado de Pernambuco, BrasilImpacto do Programa Academia da Saúde nas internações hospitalares por acidente vascular cerebral no Estado de Pernambuco, BrasilAvaliação de Programas e Projetos de SaúdeDoença CrônicaPromoção da SaúdePontuação de PropensãoAcidente Vascular CerebralEvaluación de Programas y Proyectos de SaludEnfermedad CrónicaPromoción de la SaludPuntaje de PropensiónAccidente CerebrovascularProgram EvaluationChronic DiseaseHealth PromotionPropensity ScoreStrokeThis study aimed to evaluate the impact of the Health Gym Program (HGP) on hospital admissions for stroke in the state of Pernambuco, Brazil. This policy impact evaluation used a quasi-experimental approach consisting of a difference-in-differences estimator, weighted by propensity score matching to deal with potential confounding variables. The study comprised socioeconomic, demographic, and epidemiological data from official Brazilian databases from 2010 to 2019. The treatment group was composed of the 134 municipalities that implemented the HGP since 2011. The 51 municipalities that did not were allocated to the comparison group. The nearest neighbor algorithm (N5) was used to pair treatment and comparison group municipalities and create the weights to evaluate the average treatment effect on the treated (ATT) in the difference-in-differences estimator. In 2010, 2,771 people were hospitalized for stroke (0.51% of all hospitalizations) and in 2019, 11,542 (2%). Municipalities that implemented the HGP had 18.37% fewer hospitalizations than their counterparts in the comparison group. The program’s impact in reducing hospitalization rates was incrementally greater among men (ATT: -0.1932) and those aged 71 to 80 years (ATT: -0.1911). All results were statistically significant at the 5% level. The HGP reduced hospitalization for stroke in several population groups, but primarily in those whose underlying prevalence of stroke is highest, reinforcing the importance of public investments in health promotion policies designed to encourage lifestyle changes.El objetivo de este trabajo es evaluar el impacto del Programa Academia de la Salud (PAS) en los ingresos hospitalarios por accidente cerebrovascular (ACV) en el estado de Pernambuco, Brasil. Esta evaluación del impacto de la política utilizó un enfoque cuasi-experimental que consiste en un estimador de diferencias en diferencias, ponderado por el emparejamiento de puntuación de propensión para hacer frente a posibles factores de confusión. El estudio incluyó datos socioeconómicos, demográficos y epidemiológicos de bases de datos oficiales brasileñas de 2010 a 2019. El grupo de tratamiento se compuso de los 134 municipios que implementaron el PAS a partir de 2011 y los 51 municipios que no lo hicieron se asignaron al grupo de comparación. Se utilizó el algoritmo del vecino más próximo (N5) para emparejar los municipios tratados y los del grupo de comparación y crear las ponderaciones que se emplearon para evaluar el efecto medio del tratamiento sobre los tratados (ATT) en el estimador de diferencias en diferencias. Hubo 2.771 hospitalizaciones por ACV en 2010 (0,51% de todas las hospitalizaciones) y 11.542 (2%) en 2019. Los municipios que aplicaron el PAS tuvieron un 18,37% menos de hospitalizaciones en comparación con sus homólogos del grupo de comparación. El impacto del programa en la reducción de las tasas de hospitalización fue gradualmente mayor entre los hombres (ATT: -0,1932) y entre las personas de 71 a 80 años (ATT: -0,1911). Todos los resultados fueron estadísticamente significativos al nivel del 5%. El PAS redujo la hospitalización por ACV en varios grupos de población, pero principalmente en aquellos en los que la prevalencia subyacente de ACV es mayor, lo que refuerza la importancia de las inversiones públicas en políticas de promoción de la salud diseñadas para impulsar cambios en los estilos de vida.O estudo teve como objetivo avaliar o impacto do Programa Academia da Saúde (PAS) nas internações hospitalares por acidente vascular cerebral (AVC) no Estado de Pernambuco, Brasil. Esta avaliação de impacto das políticas utilizou uma abordagem quase-experimental que consiste em um estimador de diferença-em-diferenças, ponderado pelo pareamento por escore de propensão para lidar com possíveis fatores de confusão. O estudo foi composto por dados socioeconômicos, demográficos e epidemiológicos de bases de dados oficiais brasileiras entre os anos de 2010 e 2019. O grupo de tratamento foi composto pelos 134 municípios que implantaram o PAS a partir de 2011, e os 51 municípios que não implantaram foram alocados no grupo de comparação. O algoritmo do vizinho mais próximo (N5) foi utilizado para emparelhar os municípios tratados e comparar aos municípios do grupo controle, criando os pesos que foram utilizados para avaliar o efeito médio do tratamento sobre o tratado (ATT) no estimador de diferença-em-diferenças. Houve 2.771 internações por AVC em 2010 (0,51% de todas as internações) e 11.542 (2%) em 2019. Os municípios que implementaram o PAS tiveram 18,37% menos internações em comparação com seus homólogos no grupo de comparação. O impacto do programa na redução das taxas de internação foi maior entre os homens (ATT: -0,1932) e naqueles com idade entre 71 e 80 anos (ATT: -0,1911). Todos os resultados foram estatisticamente significativos em um nível de 5%. O PAS reduziu a hospitalização por AVC em vários grupos populacionais, mas principalmente naqueles em que a prevalência subjacente de AVC é mais alta, reforçando a importância dos investimentos públicos em políticas de promoção da saúde destinadas a estimular mudanças nos estilos de vida.Reports in Public HealthCadernos de Saúde Pública2023-07-02info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/xmlapplication/pdfhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8295Reports in Public Health; Vol. 39 No. 1 (2023): JanuaryCadernos de Saúde Pública; v. 39 n. 1 (2023): Janeiro1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZenghttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8295/18528https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8295/18529Copyright (c) 2023 Cadernos de Saúde Públicainfo:eu-repo/semantics/openAccessRenato Barros da Guarda, FlávioLetícia Silvestre Rodrigues, BárbaraNiels da Silva, RafaelaJackllanny Martins de Faria, ShirlleyBeatriz Costa Silva, PalomaElias da Silva Júnior, RedmilsonKelly da Silva Feitosa, DaízeKwame Anokye, NanaC. Coyte, Peter2023-07-02T21:40:28Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/8295Revistahttps://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:2024-03-06T13:09:28.313642Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
Impacto del Programa Academia de la Salud en los ingresos hospitalarios por accidente cerebrovascular en el estado de Pernambuco, Brasil
Impacto do Programa Academia da Saúde nas internações hospitalares por acidente vascular cerebral no Estado de Pernambuco, Brasil
title Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
spellingShingle Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
Renato Barros da Guarda, Flávio
Avaliação de Programas e Projetos de Saúde
Doença Crônica
Promoção da Saúde
Pontuação de Propensão
Acidente Vascular Cerebral
Evaluación de Programas y Proyectos de Salud
Enfermedad Crónica
Promoción de la Salud
Puntaje de Propensión
Accidente Cerebrovascular
Program Evaluation
Chronic Disease
Health Promotion
Propensity Score
Stroke
title_short Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
title_full Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
title_fullStr Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
title_full_unstemmed Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
title_sort Impact of the Health Gym Program on hospital admissions for stroke in the state of Pernambuco, Brazil
author Renato Barros da Guarda, Flávio
author_facet Renato Barros da Guarda, Flávio
Letícia Silvestre Rodrigues, Bárbara
Niels da Silva, Rafaela
Jackllanny Martins de Faria, Shirlley
Beatriz Costa Silva, Paloma
Elias da Silva Júnior, Redmilson
Kelly da Silva Feitosa, Daíze
Kwame Anokye, Nana
C. Coyte, Peter
author_role author
author2 Letícia Silvestre Rodrigues, Bárbara
Niels da Silva, Rafaela
Jackllanny Martins de Faria, Shirlley
Beatriz Costa Silva, Paloma
Elias da Silva Júnior, Redmilson
Kelly da Silva Feitosa, Daíze
Kwame Anokye, Nana
C. Coyte, Peter
author2_role author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Renato Barros da Guarda, Flávio
Letícia Silvestre Rodrigues, Bárbara
Niels da Silva, Rafaela
Jackllanny Martins de Faria, Shirlley
Beatriz Costa Silva, Paloma
Elias da Silva Júnior, Redmilson
Kelly da Silva Feitosa, Daíze
Kwame Anokye, Nana
C. Coyte, Peter
dc.subject.por.fl_str_mv Avaliação de Programas e Projetos de Saúde
Doença Crônica
Promoção da Saúde
Pontuação de Propensão
Acidente Vascular Cerebral
Evaluación de Programas y Proyectos de Salud
Enfermedad Crónica
Promoción de la Salud
Puntaje de Propensión
Accidente Cerebrovascular
Program Evaluation
Chronic Disease
Health Promotion
Propensity Score
Stroke
topic Avaliação de Programas e Projetos de Saúde
Doença Crônica
Promoção da Saúde
Pontuação de Propensão
Acidente Vascular Cerebral
Evaluación de Programas y Proyectos de Salud
Enfermedad Crónica
Promoción de la Salud
Puntaje de Propensión
Accidente Cerebrovascular
Program Evaluation
Chronic Disease
Health Promotion
Propensity Score
Stroke
description This study aimed to evaluate the impact of the Health Gym Program (HGP) on hospital admissions for stroke in the state of Pernambuco, Brazil. This policy impact evaluation used a quasi-experimental approach consisting of a difference-in-differences estimator, weighted by propensity score matching to deal with potential confounding variables. The study comprised socioeconomic, demographic, and epidemiological data from official Brazilian databases from 2010 to 2019. The treatment group was composed of the 134 municipalities that implemented the HGP since 2011. The 51 municipalities that did not were allocated to the comparison group. The nearest neighbor algorithm (N5) was used to pair treatment and comparison group municipalities and create the weights to evaluate the average treatment effect on the treated (ATT) in the difference-in-differences estimator. In 2010, 2,771 people were hospitalized for stroke (0.51% of all hospitalizations) and in 2019, 11,542 (2%). Municipalities that implemented the HGP had 18.37% fewer hospitalizations than their counterparts in the comparison group. The program’s impact in reducing hospitalization rates was incrementally greater among men (ATT: -0.1932) and those aged 71 to 80 years (ATT: -0.1911). All results were statistically significant at the 5% level. The HGP reduced hospitalization for stroke in several population groups, but primarily in those whose underlying prevalence of stroke is highest, reinforcing the importance of public investments in health promotion policies designed to encourage lifestyle changes.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-02
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8295
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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/8295/18528
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dc.rights.driver.fl_str_mv Copyright (c) 2023 Cadernos de Saúde Pública
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Cadernos de Saúde Pública
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/xml
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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. 39 No. 1 (2023): January
Cadernos de Saúde Pública; v. 39 n. 1 (2023): Janeiro
1678-4464
0102-311X
reponame:Cadernos de Saúde Pública
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
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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
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