Performance analysis of brazilian public and philanthropic hospitals
Autor(a) principal: | |
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Data de Publicação: | 2014 |
Outros Autores: | , , , , |
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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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 instacron:RCAAP |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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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 |
repository.mail.fl_str_mv |
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1799131070508040192 |