Performance analysis of brazilian public and philanthropic hospitals

Detalhes bibliográficos
Autor(a) principal: Souza, Antônio Artur de
Data de Publicação: 2014
Outros Autores: Avelar, Ewerton Alex, Marques, Alisson Maciel de Faria, Moreira, Douglas Rafael, Silva, Osmar Ferreira da, Xavier, Daniele Oliveira
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/12297
Resumo: This paper presents the results of a research that aimed at identifying optimal performance standards of Brazilian public and philanthropic hospitals. In order to carry out the analysis, a model based on Data Envelopment Analysis (DEA) was developed. We collected financial data from hospitals’ financial statements available on the internet, as well as operational data from the Information Technology Department of the Brazilian Public Health Care System – SUS (DATASUS). Data from 18 hospitals from 2007 to 2011 were analyzed. Our DEA model used both operational and financial indicators (variables). In order to develop this model, two indicators were considered inputs: Values (in Brazilian Reais) of Fixed Assets and Planned Capacity. On the other hand, the following indicators were considered outputs: Net Margin, Return on Assets and Institutional Mortality Rate. As regards the proposed model, there were five hospitals with optimal performance and four hospitals were considered inefficient, upon the analysis of the variables, considering the analyzed period. Analysis of the weights indicated the most relevant variables for determining efficiency and scale variable values, which is an important tool to aid the decision-making by hospital managers. Finally, the scale variables determined the returns on production, indicating that 14 hospitals work with scale diseconomies. This may indicate inefficiency in the resource management of the Brazilian public health-care system, by analyzing this set of proposed variables.
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spelling Performance analysis of brazilian public and philanthropic hospitalsAnálise do desempenho de hospitais públicos e filantrópicos brasileirosPublic and philanthropic hospitalsData Envelopment Analysis (DEA)Financial and operational indicatorsHospitais públicos e filantrópicosAnálise envoltória de dados (Data Envelopment Analysis – DEA)Indicadores operacionais e financeirosThis paper presents the results of a research that aimed at identifying optimal performance standards of Brazilian public and philanthropic hospitals. In order to carry out the analysis, a model based on Data Envelopment Analysis (DEA) was developed. We collected financial data from hospitals’ financial statements available on the internet, as well as operational data from the Information Technology Department of the Brazilian Public Health Care System – SUS (DATASUS). Data from 18 hospitals from 2007 to 2011 were analyzed. Our DEA model used both operational and financial indicators (variables). In order to develop this model, two indicators were considered inputs: Values (in Brazilian Reais) of Fixed Assets and Planned Capacity. On the other hand, the following indicators were considered outputs: Net Margin, Return on Assets and Institutional Mortality Rate. As regards the proposed model, there were five hospitals with optimal performance and four hospitals were considered inefficient, upon the analysis of the variables, considering the analyzed period. Analysis of the weights indicated the most relevant variables for determining efficiency and scale variable values, which is an important tool to aid the decision-making by hospital managers. Finally, the scale variables determined the returns on production, indicating that 14 hospitals work with scale diseconomies. This may indicate inefficiency in the resource management of the Brazilian public health-care system, by analyzing this set of proposed variables.Este artigo apresenta os resultados de uma pesquisa que visou identificar padrões ótimos de desempenho empregados por hospitais públicos e filantrópicos brasileiros. Para realizar tal análise, desenvolveu-se um modelo com base na análise envoltória de dados (Data Envelopment Analysis – DEA). Foram coletados dados financeiros a partir das demonstrações financeiras dos hospitais disponíveis na Internet, assim como dados operacionais coletados por meio do Departamento de Informática do Sistema Único de Saúde (DATASUS). No total, foram analisados dados de 18 hospitais entre os anos de 2007 e 2011. O modelo DEA desenvolvido considerou simultaneamente indicadores (variáveis) operacionais e financeiros. No desenvolvimento desse modelo, foram considerados como inputs (entradas) os seguintes indicadores: Valor (em R$) empregado no Imobilizado e Capacidade Planejada. Por sua vez, foram utilizados como outputs (saídas) os seguintes indicadores: Margem Líquida, Retorno Sobre o Ativo e Taxa de Mortalidade Institucional. No que tange ao modelo proposto, considerando o período analisado, cinco hospitais apresentaram um desempenho ótimo e quatro hospitais foram considerados ineficientes ao analisar o conjunto de variáveis utilizadas. Por meio da análise dos pesos foram identificadas as variáveis mais relevantes para a determinação da eficiência e dos valores da Variável de Escala, o que constitui uma importante ferramenta no auxílio da tomada de decisão por parte dos gestores hospitalares. Por fim, as variáveis de escala determinaram os retornos de produção, indicando que 14 hospitais trabalham com deseconomias de escala. Isto pode indicar uma ineficiência na gestão dos recursos na saúde pública brasileira, ao menos analisando o conjunto de variáveis propostas.ISEG - Departamento de GestãoRepositório da Universidade de LisboaSouza, Antônio Artur deAvelar, Ewerton AlexMarques, Alisson Maciel de FariaMoreira, Douglas RafaelSilva, Osmar Ferreira daXavier, Daniele Oliveira2016-10-14T12:56:18Z20142014-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/12297engSouza, Antônio Artur de ... [et al.] (2014). "Performance analysis of brazilian public and philanthropic hospitals". Portuguese Journal of Management Studies, XIX(2):75-93info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-06T14:42:29Zoai:www.repository.utl.pt:10400.5/12297Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:58:26.956925Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Performance analysis of brazilian public and philanthropic hospitals
Análise do desempenho de hospitais públicos e filantrópicos brasileiros
title Performance analysis of brazilian public and philanthropic hospitals
spellingShingle Performance analysis of brazilian public and philanthropic hospitals
Souza, Antônio Artur de
Public and philanthropic hospitals
Data Envelopment Analysis (DEA)
Financial and operational indicators
Hospitais públicos e filantrópicos
Análise envoltória de dados (Data Envelopment Analysis – DEA)
Indicadores operacionais e financeiros
title_short Performance analysis of brazilian public and philanthropic hospitals
title_full Performance analysis of brazilian public and philanthropic hospitals
title_fullStr Performance analysis of brazilian public and philanthropic hospitals
title_full_unstemmed Performance analysis of brazilian public and philanthropic hospitals
title_sort Performance analysis of brazilian public and philanthropic hospitals
author Souza, Antônio Artur de
author_facet Souza, Antônio Artur de
Avelar, Ewerton Alex
Marques, Alisson Maciel de Faria
Moreira, Douglas Rafael
Silva, Osmar Ferreira da
Xavier, Daniele Oliveira
author_role author
author2 Avelar, Ewerton Alex
Marques, Alisson Maciel de Faria
Moreira, Douglas Rafael
Silva, Osmar Ferreira da
Xavier, Daniele Oliveira
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Souza, Antônio Artur de
Avelar, Ewerton Alex
Marques, Alisson Maciel de Faria
Moreira, Douglas Rafael
Silva, Osmar Ferreira da
Xavier, Daniele Oliveira
dc.subject.por.fl_str_mv Public and philanthropic hospitals
Data Envelopment Analysis (DEA)
Financial and operational indicators
Hospitais públicos e filantrópicos
Análise envoltória de dados (Data Envelopment Analysis – DEA)
Indicadores operacionais e financeiros
topic Public and philanthropic hospitals
Data Envelopment Analysis (DEA)
Financial and operational indicators
Hospitais públicos e filantrópicos
Análise envoltória de dados (Data Envelopment Analysis – DEA)
Indicadores operacionais e financeiros
description This paper presents the results of a research that aimed at identifying optimal performance standards of Brazilian public and philanthropic hospitals. In order to carry out the analysis, a model based on Data Envelopment Analysis (DEA) was developed. We collected financial data from hospitals’ financial statements available on the internet, as well as operational data from the Information Technology Department of the Brazilian Public Health Care System – SUS (DATASUS). Data from 18 hospitals from 2007 to 2011 were analyzed. Our DEA model used both operational and financial indicators (variables). In order to develop this model, two indicators were considered inputs: Values (in Brazilian Reais) of Fixed Assets and Planned Capacity. On the other hand, the following indicators were considered outputs: Net Margin, Return on Assets and Institutional Mortality Rate. As regards the proposed model, there were five hospitals with optimal performance and four hospitals were considered inefficient, upon the analysis of the variables, considering the analyzed period. Analysis of the weights indicated the most relevant variables for determining efficiency and scale variable values, which is an important tool to aid the decision-making by hospital managers. Finally, the scale variables determined the returns on production, indicating that 14 hospitals work with scale diseconomies. This may indicate inefficiency in the resource management of the Brazilian public health-care system, by analyzing this set of proposed variables.
publishDate 2014
dc.date.none.fl_str_mv 2014
2014-01-01T00:00:00Z
2016-10-14T12:56:18Z
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.uri.fl_str_mv http://hdl.handle.net/10400.5/12297
url http://hdl.handle.net/10400.5/12297
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Souza, Antônio Artur de ... [et al.] (2014). "Performance analysis of brazilian public and philanthropic hospitals". Portuguese Journal of Management Studies, XIX(2):75-93
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv ISEG - Departamento de Gestão
publisher.none.fl_str_mv ISEG - Departamento de Gestão
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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