Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro

Detalhes bibliográficos
Autor(a) principal: Goldwasser,Rosane Sonia
Data de Publicação: 2016
Outros Autores: Lobo,Maria Stella de Castro, Arruda,Edilson Fernandes de, Angelo,Simone Aldrey, Silva,José Roberto Lapa e, Salles,André Assis de, David,Cid Marcos
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Revista de Saúde Pública
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-89102016000100401
Resumo: ABSTRACT OBJECTIVE To estimate the required number of public beds for adults in intensive care units in the state of Rio de Janeiro to meet the existing demand and compare results with recommendations by the Brazilian Ministry of Health. METHODS The study uses a hybrid model combining time series and queuing theory to predict the demand and estimate the number of required beds. Four patient flow scenarios were considered according to bed requests, percentage of abandonments and average length of stay in intensive care unit beds. The results were plotted against Ministry of Health parameters. Data were obtained from the State Regulation Center from 2010 to 2011. RESULTS There were 33,101 medical requests for 268 regulated intensive care unit beds in Rio de Janeiro. With an average length of stay in regulated ICUs of 11.3 days, there would be a need for 595 active beds to ensure system stability and 628 beds to ensure a maximum waiting time of six hours. Deducting current abandonment rates due to clinical improvement (25.8%), these figures fall to 441 and 417. With an average length of stay of 6.5 days, the number of required beds would be 342 and 366, respectively; deducting abandonment rates, 254 and 275. The Brazilian Ministry of Health establishes a parameter of 118 to 353 beds. Although the number of regulated beds is within the recommended range, an increase in beds of 122.0% is required to guarantee system stability and of 134.0% for a maximum waiting time of six hours. CONCLUSIONS Adequate bed estimation must consider reasons for limited timely access and patient flow management in a scenario that associates prioritization of requests with the lowest average length of stay.
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spelling Difficulties in access and estimates of public beds in intensive care units in the state of Rio de JaneiroIntensive Care Units, supply & distributionHospital Bed CapacityLength of StayHealth Services AccessibilityEquity in AccessUnified Health SystemTime Series StudiesSystems TheoryABSTRACT OBJECTIVE To estimate the required number of public beds for adults in intensive care units in the state of Rio de Janeiro to meet the existing demand and compare results with recommendations by the Brazilian Ministry of Health. METHODS The study uses a hybrid model combining time series and queuing theory to predict the demand and estimate the number of required beds. Four patient flow scenarios were considered according to bed requests, percentage of abandonments and average length of stay in intensive care unit beds. The results were plotted against Ministry of Health parameters. Data were obtained from the State Regulation Center from 2010 to 2011. RESULTS There were 33,101 medical requests for 268 regulated intensive care unit beds in Rio de Janeiro. With an average length of stay in regulated ICUs of 11.3 days, there would be a need for 595 active beds to ensure system stability and 628 beds to ensure a maximum waiting time of six hours. Deducting current abandonment rates due to clinical improvement (25.8%), these figures fall to 441 and 417. With an average length of stay of 6.5 days, the number of required beds would be 342 and 366, respectively; deducting abandonment rates, 254 and 275. The Brazilian Ministry of Health establishes a parameter of 118 to 353 beds. Although the number of regulated beds is within the recommended range, an increase in beds of 122.0% is required to guarantee system stability and of 134.0% for a maximum waiting time of six hours. CONCLUSIONS Adequate bed estimation must consider reasons for limited timely access and patient flow management in a scenario that associates prioritization of requests with the lowest average length of stay.Faculdade de Saúde Pública da Universidade de São Paulo2016-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-89102016000100401Revista de Saúde Pública v.50 2016reponame:Revista de Saúde Públicainstname:Universidade de São Paulo (USP)instacron:USP10.1590/S1518-8787.2016050005997info:eu-repo/semantics/openAccessGoldwasser,Rosane SoniaLobo,Maria Stella de CastroArruda,Edilson Fernandes deAngelo,Simone AldreySilva,José Roberto Lapa eSalles,André Assis deDavid,Cid Marcoseng2016-05-09T00:00:00Zoai:scielo:S0034-89102016000100401Revistahttp://www.scielo.br/scielo.php?script=sci_serial&pid=0034-8910&lng=pt&nrm=isoONGhttps://old.scielo.br/oai/scielo-oai.phprevsp@org.usp.br||revsp1@usp.br1518-87870034-8910opendoar:2016-05-09T00:00Revista de Saúde Pública - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
title Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
spellingShingle Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
Goldwasser,Rosane Sonia
Intensive Care Units, supply & distribution
Hospital Bed Capacity
Length of Stay
Health Services Accessibility
Equity in Access
Unified Health System
Time Series Studies
Systems Theory
title_short Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
title_full Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
title_fullStr Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
title_full_unstemmed Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
title_sort Difficulties in access and estimates of public beds in intensive care units in the state of Rio de Janeiro
author Goldwasser,Rosane Sonia
author_facet Goldwasser,Rosane Sonia
Lobo,Maria Stella de Castro
Arruda,Edilson Fernandes de
Angelo,Simone Aldrey
Silva,José Roberto Lapa e
Salles,André Assis de
David,Cid Marcos
author_role author
author2 Lobo,Maria Stella de Castro
Arruda,Edilson Fernandes de
Angelo,Simone Aldrey
Silva,José Roberto Lapa e
Salles,André Assis de
David,Cid Marcos
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Goldwasser,Rosane Sonia
Lobo,Maria Stella de Castro
Arruda,Edilson Fernandes de
Angelo,Simone Aldrey
Silva,José Roberto Lapa e
Salles,André Assis de
David,Cid Marcos
dc.subject.por.fl_str_mv Intensive Care Units, supply & distribution
Hospital Bed Capacity
Length of Stay
Health Services Accessibility
Equity in Access
Unified Health System
Time Series Studies
Systems Theory
topic Intensive Care Units, supply & distribution
Hospital Bed Capacity
Length of Stay
Health Services Accessibility
Equity in Access
Unified Health System
Time Series Studies
Systems Theory
description ABSTRACT OBJECTIVE To estimate the required number of public beds for adults in intensive care units in the state of Rio de Janeiro to meet the existing demand and compare results with recommendations by the Brazilian Ministry of Health. METHODS The study uses a hybrid model combining time series and queuing theory to predict the demand and estimate the number of required beds. Four patient flow scenarios were considered according to bed requests, percentage of abandonments and average length of stay in intensive care unit beds. The results were plotted against Ministry of Health parameters. Data were obtained from the State Regulation Center from 2010 to 2011. RESULTS There were 33,101 medical requests for 268 regulated intensive care unit beds in Rio de Janeiro. With an average length of stay in regulated ICUs of 11.3 days, there would be a need for 595 active beds to ensure system stability and 628 beds to ensure a maximum waiting time of six hours. Deducting current abandonment rates due to clinical improvement (25.8%), these figures fall to 441 and 417. With an average length of stay of 6.5 days, the number of required beds would be 342 and 366, respectively; deducting abandonment rates, 254 and 275. The Brazilian Ministry of Health establishes a parameter of 118 to 353 beds. Although the number of regulated beds is within the recommended range, an increase in beds of 122.0% is required to guarantee system stability and of 134.0% for a maximum waiting time of six hours. CONCLUSIONS Adequate bed estimation must consider reasons for limited timely access and patient flow management in a scenario that associates prioritization of requests with the lowest average length of stay.
publishDate 2016
dc.date.none.fl_str_mv 2016-01-01
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=S0034-89102016000100401
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S0034-89102016000100401
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/S1518-8787.2016050005997
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 Faculdade de Saúde Pública da Universidade de São Paulo
publisher.none.fl_str_mv Faculdade de Saúde Pública da Universidade de São Paulo
dc.source.none.fl_str_mv Revista de Saúde Pública v.50 2016
reponame:Revista de Saúde Pública
instname:Universidade de São Paulo (USP)
instacron:USP
instname_str Universidade de São Paulo (USP)
instacron_str USP
institution USP
reponame_str Revista de Saúde Pública
collection Revista de Saúde Pública
repository.name.fl_str_mv Revista de Saúde Pública - Universidade de São Paulo (USP)
repository.mail.fl_str_mv revsp@org.usp.br||revsp1@usp.br
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