Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UFPA |
Texto Completo: | https://repositorio.ufpa.br/jspui/handle/2011/16045 |
Resumo: | Background The Family Health Strategy (FHS) became consolidated as a primary care model and gate keeper for the Unified Health System (Sistema U´ nico de Sau´de, SUS) in the Brazil and it is considered one of the largest primary health care programmes in the world. Its rapid expan sion allowed the SUS to meet the changing health care needs of the population remote localities of Brazilian municipalities. Methods In the present study, exploratory data analysis was performed using modelling to provide a general overview of the study and to delineate possible structural characteristics of the cross-sectional time-series data. Panel regression methods were used to assess the associ ation between FHS coverage and ambulatory care-sensitive hospitalizations (ACSH rates) in the municipalities of Para´, in the Brazilian Amazon, from 2008 to 2017. Results The results showed strong evidence for the association between FHS coverage and ACSH rates, including reductions of 22% in preventable hospitalizations and 15% in hospital expenses that were directly linked to the 40% increase in FHS population coverage during the evaluated period. This expansion of primary care has mainly benefitted areas that are difficult to access and populations that were previously deprived of health care in the vast Amazon territory. Conclusions The findings of this study show that the increase of the expansion of primary care reduces the preventable hospitalization and the hospital expenses. This reinforces the need for public protection of the health of populations at risk and the positive impacts of primary care in the Brazilian Amazon. |
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2023-11-01T12:31:07Z2023-11-01T12:31:07Z2021-04CARNEIRO, Vaˆnia Cristina Campelo Barroso et al. Evidence of the effect of primary care expansion on hospitalizations: panel analysis of 143 municipalities in the Brazilian Amazon. PLoS ONE, online, v. 16, n. 4, e0248823, 2021. DOI: https://doi.org/10.1371/journal.pone.0248823. Disponível em: https://repositorio.ufpa.br/jspui/handle/2011/16045. Acesso em:.1932-6203https://repositorio.ufpa.br/jspui/handle/2011/1604510.1371/journal.pone.0248823Background The Family Health Strategy (FHS) became consolidated as a primary care model and gate keeper for the Unified Health System (Sistema U´ nico de Sau´de, SUS) in the Brazil and it is considered one of the largest primary health care programmes in the world. Its rapid expan sion allowed the SUS to meet the changing health care needs of the population remote localities of Brazilian municipalities. Methods In the present study, exploratory data analysis was performed using modelling to provide a general overview of the study and to delineate possible structural characteristics of the cross-sectional time-series data. Panel regression methods were used to assess the associ ation between FHS coverage and ambulatory care-sensitive hospitalizations (ACSH rates) in the municipalities of Para´, in the Brazilian Amazon, from 2008 to 2017. Results The results showed strong evidence for the association between FHS coverage and ACSH rates, including reductions of 22% in preventable hospitalizations and 15% in hospital expenses that were directly linked to the 40% increase in FHS population coverage during the evaluated period. This expansion of primary care has mainly benefitted areas that are difficult to access and populations that were previously deprived of health care in the vast Amazon territory. Conclusions The findings of this study show that the increase of the expansion of primary care reduces the preventable hospitalization and the hospital expenses. This reinforces the need for public protection of the health of populations at risk and the positive impacts of primary care in the Brazilian Amazon.CNPq - Conselho Nacional de Desenvolvimento Científico e TecnológicoUFPA - Universidade Federal do ParáengPublic Library of SciencePLOSEstados unidosPLoS ONEhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccesshttps://journals.plos.org/plosone/article?id=10.1371/journal.pone.0248823reponame:Repositório Institucional da UFPAinstname:Universidade Federal do Pará (UFPA)instacron:UFPAFamily Health Strategy (FHS)Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazoninfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article164e0248823http://lattes.cnpq.br/6016827909320274http://lattes.cnpq.br/9266787581530443http://lattes.cnpq.br/9162153771863939http://lattes.cnpq.br/7097094334421162http://lattes.cnpq.br/4096274367867186CARNEIRO, Vânia Cristina Campelo BarrosoOLIVEIRA, Paulo de Tarso Ribeiro deCARNEIRO, Saul RassyMACIEL, Marinalva CardosoPEDROSO, Janari da Silvahttps://orcid.org/0000-0001-7277-4652https://orcid.org/0000-0002-1969-380Xhttps://orcid.org/0000-0002-6825-0239https://orcid.org/0000-0002-8670-8215http://orcid.org/0000-0001-7602-834XORIGINALArticle_EvidenceEffectPrimary.pdfArticle_EvidenceEffectPrimary.pdfapplication/pdf1691088https://repositorio.ufpa.br/oai/bitstream/2011/16045/1/Article_EvidenceEffectPrimary.pdf506be7a8de13b5d66a4edfb880bbe4e1MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811https://repositorio.ufpa.br/oai/bitstream/2011/16045/2/license_rdfe39d27027a6cc9cb039ad269a5db8e34MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81890https://repositorio.ufpa.br/oai/bitstream/2011/16045/3/license.txt2b55adef5313c442051bad36d3312b2bMD532011/160452023-11-01 09:36:08.084oai:repositorio.ufpa.br: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ório InstitucionalPUBhttp://repositorio.ufpa.br/oai/requestriufpabc@ufpa.bropendoar:21232023-11-01T12:36:08Repositório Institucional da UFPA - Universidade Federal do Pará (UFPA)false |
dc.title.en.fl_str_mv |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
title |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
spellingShingle |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon CARNEIRO, Vânia Cristina Campelo Barroso Family Health Strategy (FHS) |
title_short |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
title_full |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
title_fullStr |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
title_full_unstemmed |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
title_sort |
Evidence of the effect of primary care expansion on hospitalizations: Panel analysis of 143 municipalities in the Brazilian Amazon |
author |
CARNEIRO, Vânia Cristina Campelo Barroso |
author_facet |
CARNEIRO, Vânia Cristina Campelo Barroso OLIVEIRA, Paulo de Tarso Ribeiro de CARNEIRO, Saul Rassy MACIEL, Marinalva Cardoso PEDROSO, Janari da Silva https://orcid.org/0000-0001-7277-4652 https://orcid.org/0000-0002-1969-380X https://orcid.org/0000-0002-6825-0239 https://orcid.org/0000-0002-8670-8215 http://orcid.org/0000-0001-7602-834X |
author_role |
author |
author2 |
OLIVEIRA, Paulo de Tarso Ribeiro de CARNEIRO, Saul Rassy MACIEL, Marinalva Cardoso PEDROSO, Janari da Silva https://orcid.org/0000-0001-7277-4652 https://orcid.org/0000-0002-1969-380X https://orcid.org/0000-0002-6825-0239 https://orcid.org/0000-0002-8670-8215 http://orcid.org/0000-0001-7602-834X |
author2_role |
author author author author author author author author author |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/6016827909320274 http://lattes.cnpq.br/9266787581530443 http://lattes.cnpq.br/9162153771863939 http://lattes.cnpq.br/7097094334421162 http://lattes.cnpq.br/4096274367867186 |
dc.contributor.author.fl_str_mv |
CARNEIRO, Vânia Cristina Campelo Barroso OLIVEIRA, Paulo de Tarso Ribeiro de CARNEIRO, Saul Rassy MACIEL, Marinalva Cardoso PEDROSO, Janari da Silva https://orcid.org/0000-0001-7277-4652 https://orcid.org/0000-0002-1969-380X https://orcid.org/0000-0002-6825-0239 https://orcid.org/0000-0002-8670-8215 http://orcid.org/0000-0001-7602-834X |
dc.subject.eng.fl_str_mv |
Family Health Strategy (FHS) |
topic |
Family Health Strategy (FHS) |
description |
Background The Family Health Strategy (FHS) became consolidated as a primary care model and gate keeper for the Unified Health System (Sistema U´ nico de Sau´de, SUS) in the Brazil and it is considered one of the largest primary health care programmes in the world. Its rapid expan sion allowed the SUS to meet the changing health care needs of the population remote localities of Brazilian municipalities. Methods In the present study, exploratory data analysis was performed using modelling to provide a general overview of the study and to delineate possible structural characteristics of the cross-sectional time-series data. Panel regression methods were used to assess the associ ation between FHS coverage and ambulatory care-sensitive hospitalizations (ACSH rates) in the municipalities of Para´, in the Brazilian Amazon, from 2008 to 2017. Results The results showed strong evidence for the association between FHS coverage and ACSH rates, including reductions of 22% in preventable hospitalizations and 15% in hospital expenses that were directly linked to the 40% increase in FHS population coverage during the evaluated period. This expansion of primary care has mainly benefitted areas that are difficult to access and populations that were previously deprived of health care in the vast Amazon territory. Conclusions The findings of this study show that the increase of the expansion of primary care reduces the preventable hospitalization and the hospital expenses. This reinforces the need for public protection of the health of populations at risk and the positive impacts of primary care in the Brazilian Amazon. |
publishDate |
2021 |
dc.date.issued.fl_str_mv |
2021-04 |
dc.date.accessioned.fl_str_mv |
2023-11-01T12:31:07Z |
dc.date.available.fl_str_mv |
2023-11-01T12:31:07Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
CARNEIRO, Vaˆnia Cristina Campelo Barroso et al. Evidence of the effect of primary care expansion on hospitalizations: panel analysis of 143 municipalities in the Brazilian Amazon. PLoS ONE, online, v. 16, n. 4, e0248823, 2021. DOI: https://doi.org/10.1371/journal.pone.0248823. Disponível em: https://repositorio.ufpa.br/jspui/handle/2011/16045. Acesso em:. |
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https://repositorio.ufpa.br/jspui/handle/2011/16045 |
dc.identifier.issn.pt_BR.fl_str_mv |
1932-6203 |
dc.identifier.doi.pt_BR.fl_str_mv |
10.1371/journal.pone.0248823 |
identifier_str_mv |
CARNEIRO, Vaˆnia Cristina Campelo Barroso et al. Evidence of the effect of primary care expansion on hospitalizations: panel analysis of 143 municipalities in the Brazilian Amazon. PLoS ONE, online, v. 16, n. 4, e0248823, 2021. DOI: https://doi.org/10.1371/journal.pone.0248823. Disponível em: https://repositorio.ufpa.br/jspui/handle/2011/16045. Acesso em:. 1932-6203 10.1371/journal.pone.0248823 |
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https://repositorio.ufpa.br/jspui/handle/2011/16045 |
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eng |
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eng |
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PLoS ONE |
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