Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil

Detalhes bibliográficos
Autor(a) principal: Wink Junior,Marcos Vinicio
Data de Publicação: 2022
Outros Autores: Santos,Fernanda Linhares dos, Hoffmann,Micheline Gaia, Garcia,Leandro Pereira
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Ciência & Saúde Coletiva (Online)
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-81232022000903627
Resumo: Abstract Emergency Care Units (UPAs) are part of a national health policy implemented by the Brazilian Government. UPAs are fixed prehospital components of the Brazilian Unified Health System (SUS), whose purpose is to provide resolutive emergency care to patients suffering from acute clinical conditions, and to perform the first care in cases of surgical nature. According to the Ministry of Economy, 750 units are operational throughout the country since 2008, and 332 are under construction. Being a public policy in expansion, it is imperative to assess the impact of such units as part of SUS. However, we found few studies that assessed UPAs’ impact, which have examined their specific impact on mortality rates. In our research, we aimed to evaluate the impact of UPAs on hospitalization rates for diseases of the respiratory system. To measure the impact, we used a strategy of Machine Learning through the Bayesian Additive Regression Trees (BART) algorithm. The results point to a decrease in the hospitalization rates by respiratory diseases due to Emergency Care Units. Therefore, these units generate a benefit for the Brazilian health system, being an important element for the care of patients with respiratory diseases.
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spelling Impact assessment of emergency care units on hospitalizations for respiratory system diseases in BrazilEmergency Medical ServicesHealth Impact AssessmentUnified Health SystemHealth Public PoliciesPublic Health AdministrationAbstract Emergency Care Units (UPAs) are part of a national health policy implemented by the Brazilian Government. UPAs are fixed prehospital components of the Brazilian Unified Health System (SUS), whose purpose is to provide resolutive emergency care to patients suffering from acute clinical conditions, and to perform the first care in cases of surgical nature. According to the Ministry of Economy, 750 units are operational throughout the country since 2008, and 332 are under construction. Being a public policy in expansion, it is imperative to assess the impact of such units as part of SUS. However, we found few studies that assessed UPAs’ impact, which have examined their specific impact on mortality rates. In our research, we aimed to evaluate the impact of UPAs on hospitalization rates for diseases of the respiratory system. To measure the impact, we used a strategy of Machine Learning through the Bayesian Additive Regression Trees (BART) algorithm. The results point to a decrease in the hospitalization rates by respiratory diseases due to Emergency Care Units. Therefore, these units generate a benefit for the Brazilian health system, being an important element for the care of patients with respiratory diseases.ABRASCO - Associação Brasileira de Saúde Coletiva2022-09-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-81232022000903627Ciência & Saúde Coletiva v.27 n.9 2022reponame:Ciência & Saúde Coletiva (Online)instname:Associação Brasileira de Saúde Coletiva (ABRASCO)instacron:ABRASCO10.1590/1413-81232022279.06302022info:eu-repo/semantics/openAccessWink Junior,Marcos VinicioSantos,Fernanda Linhares dosHoffmann,Micheline GaiaGarcia,Leandro Pereiraeng2022-08-11T00:00:00Zoai:scielo:S1413-81232022000903627Revistahttp://www.cienciaesaudecoletiva.com.brhttps://old.scielo.br/oai/scielo-oai.php||cienciasaudecoletiva@fiocruz.br1678-45611413-8123opendoar:2022-08-11T00:00Ciência & Saúde Coletiva (Online) - Associação Brasileira de Saúde Coletiva (ABRASCO)false
dc.title.none.fl_str_mv Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
title Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
spellingShingle Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
Wink Junior,Marcos Vinicio
Emergency Medical Services
Health Impact Assessment
Unified Health System
Health Public Policies
Public Health Administration
title_short Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
title_full Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
title_fullStr Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
title_full_unstemmed Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
title_sort Impact assessment of emergency care units on hospitalizations for respiratory system diseases in Brazil
author Wink Junior,Marcos Vinicio
author_facet Wink Junior,Marcos Vinicio
Santos,Fernanda Linhares dos
Hoffmann,Micheline Gaia
Garcia,Leandro Pereira
author_role author
author2 Santos,Fernanda Linhares dos
Hoffmann,Micheline Gaia
Garcia,Leandro Pereira
author2_role author
author
author
dc.contributor.author.fl_str_mv Wink Junior,Marcos Vinicio
Santos,Fernanda Linhares dos
Hoffmann,Micheline Gaia
Garcia,Leandro Pereira
dc.subject.por.fl_str_mv Emergency Medical Services
Health Impact Assessment
Unified Health System
Health Public Policies
Public Health Administration
topic Emergency Medical Services
Health Impact Assessment
Unified Health System
Health Public Policies
Public Health Administration
description Abstract Emergency Care Units (UPAs) are part of a national health policy implemented by the Brazilian Government. UPAs are fixed prehospital components of the Brazilian Unified Health System (SUS), whose purpose is to provide resolutive emergency care to patients suffering from acute clinical conditions, and to perform the first care in cases of surgical nature. According to the Ministry of Economy, 750 units are operational throughout the country since 2008, and 332 are under construction. Being a public policy in expansion, it is imperative to assess the impact of such units as part of SUS. However, we found few studies that assessed UPAs’ impact, which have examined their specific impact on mortality rates. In our research, we aimed to evaluate the impact of UPAs on hospitalization rates for diseases of the respiratory system. To measure the impact, we used a strategy of Machine Learning through the Bayesian Additive Regression Trees (BART) algorithm. The results point to a decrease in the hospitalization rates by respiratory diseases due to Emergency Care Units. Therefore, these units generate a benefit for the Brazilian health system, being an important element for the care of patients with respiratory diseases.
publishDate 2022
dc.date.none.fl_str_mv 2022-09-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-81232022000903627
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1413-81232022000903627
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1413-81232022279.06302022
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv ABRASCO - Associação Brasileira de Saúde Coletiva
publisher.none.fl_str_mv ABRASCO - Associação Brasileira de Saúde Coletiva
dc.source.none.fl_str_mv Ciência & Saúde Coletiva v.27 n.9 2022
reponame:Ciência & Saúde Coletiva (Online)
instname:Associação Brasileira de Saúde Coletiva (ABRASCO)
instacron:ABRASCO
instname_str Associação Brasileira de Saúde Coletiva (ABRASCO)
instacron_str ABRASCO
institution ABRASCO
reponame_str Ciência & Saúde Coletiva (Online)
collection Ciência & Saúde Coletiva (Online)
repository.name.fl_str_mv Ciência & Saúde Coletiva (Online) - Associação Brasileira de Saúde Coletiva (ABRASCO)
repository.mail.fl_str_mv ||cienciasaudecoletiva@fiocruz.br
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