Impact of health services delivery on hospital admission utilization in Brazil

Bibliographic Details
Main Author: Castro, Mônica Silva Monteiro
Publication Date: 2005
Other Authors: Travassos, Cláudia, Carvalho, Marilia Sá
Format: Article
Language: por
Source: Revista de Saúde Pública
Download full: https://www.revistas.usp.br/rsp/article/view/31864
Summary: OBJECTIVE: To assess hospital services utilization in Brazil incorporating information about health services delivery. METHODS: Data from the National Household Survey carried out by Brazilian Institute of Statistics and Geography (IBGE) in 1998 and from other sources were collected. Hierarchical models having the individual in the first level and the state of residence in the second level were used. Two models were separately adjusted for adults and children: logistic regression was used when to have been or not admitted was the response variable, and Poisson's regression was used when the number of admissions was the response variable. This last model was adjusted only for those individuals who had been admitted at least once. RESULTS: The main determinant of hospital admissions was health need. Poor people were more likely to be admitted when controlling for health needs and enabling factors (health insurance coverage and regular health service). Only 1 to 3% of the variability in hospital admission utilization could be attributed to differences in services delivery at the state level. In the logistic models, the number of beds was positively associated and the number of doctors was negatively associated with the likelihood of admission. Poisson's models did not show any delivery variables associated with the likelihood of admission. CONCLUSIONS: These results suggest a delivery-induced demand impact concerning hospital beds. The inverse association of the number of doctors and hospital admissions suggests the impact of outpatient care on hospital utilization.
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spelling Impact of health services delivery on hospital admission utilization in Brazil Efeito da oferta de serviços de saúde no uso de internações hospitalares no Brasil Serviços de saúde^i1^sutilizaServiços de saúde^i1^sprovisão & distribuiHierarquia socialNecessidades e demanda de serviços de saúdePacientes internados^i1^sestatísticas & dados numériHospitais^i1^sutilizaHealth services^i2^sutilizatHealth services^i2^sdelivery & distributHierarchy^i2^ssocHealth services needs and demandInpatients^i2^sstatistics & numerical dHospitalsutilization OBJECTIVE: To assess hospital services utilization in Brazil incorporating information about health services delivery. METHODS: Data from the National Household Survey carried out by Brazilian Institute of Statistics and Geography (IBGE) in 1998 and from other sources were collected. Hierarchical models having the individual in the first level and the state of residence in the second level were used. Two models were separately adjusted for adults and children: logistic regression was used when to have been or not admitted was the response variable, and Poisson's regression was used when the number of admissions was the response variable. This last model was adjusted only for those individuals who had been admitted at least once. RESULTS: The main determinant of hospital admissions was health need. Poor people were more likely to be admitted when controlling for health needs and enabling factors (health insurance coverage and regular health service). Only 1 to 3% of the variability in hospital admission utilization could be attributed to differences in services delivery at the state level. In the logistic models, the number of beds was positively associated and the number of doctors was negatively associated with the likelihood of admission. Poisson's models did not show any delivery variables associated with the likelihood of admission. CONCLUSIONS: These results suggest a delivery-induced demand impact concerning hospital beds. The inverse association of the number of doctors and hospital admissions suggests the impact of outpatient care on hospital utilization. OBJETIVO: Analisar o uso de serviços hospitalares no Brasil, incorporando informações sobre a oferta de serviços de saúde. MÉTODOS: Foram analisados dados da Pesquisa Nacional por Amostra de Domicílios, realizada pelo Instituto Brasileiro de Geografia e Estatística (IBGE) em 1998, e também de outras fontes. Foram utilizados modelos hierárquicos, sendo a pessoa o primeiro nível e a unidade da federação de residência, o segundo. Dois modelos foram ajustados separadamente para adultos e crianças: regressão logística, para modelar ter ou não ter tido uma admissão, e regressão de Poisson, para modelar o número das admissões, sendo que o último modelo considerou apenas pessoas que tiveram pelo menos uma admissão. RESULTADOS: O principal fator associado às admissões hospitalares foi necessidade da saúde. As pessoas de menor renda tiveram maior chance de serem internadas, quando controlado por necessidade de saúde e fatores capacitantes (cobertura por seguro da saúde e existência de serviço de saúde de uso regular). Somente de 1 a 3% da variação da utilização das admissões hospitalares foi atribuído às diferenças na oferta de serviços de saúde no nível da unidade da federação. Nos modelos logísticos, o número de leitos hospitalares foi positivamente associado e o de médicos per capita negativamente associado à chance de admissão. Nos modelos de Poisson, nenhuma das variáveis de oferta foi associada à chance de admissão. CONCLUSÃO: Os resultados sugerem a existência de efeito de demanda induzida pela oferta no caso dos leitos hospitalares. A associação inversa das admissões hospitalares com o número de médicos indica a influência do cuidado ambulatorial no uso do hospital. Universidade de São Paulo. Faculdade de Saúde Pública2005-04-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.revistas.usp.br/rsp/article/view/3186410.1590/S0034-89102005000200020Revista de Saúde Pública; Vol. 39 No. 2 (2005); 277-284 Revista de Saúde Pública; Vol. 39 Núm. 2 (2005); 277-284 Revista de Saúde Pública; v. 39 n. 2 (2005); 277-284 1518-87870034-8910reponame:Revista de Saúde Públicainstname:Universidade de São Paulo (USP)instacron:USPporhttps://www.revistas.usp.br/rsp/article/view/31864/33825Copyright (c) 2017 Revista de Saúde Públicainfo:eu-repo/semantics/openAccessCastro, Mônica Silva MonteiroTravassos, CláudiaCarvalho, Marilia Sá2012-07-08T22:35:53Zoai:revistas.usp.br:article/31864Revistahttps://www.revistas.usp.br/rsp/indexONGhttps://www.revistas.usp.br/rsp/oairevsp@org.usp.br||revsp1@usp.br1518-87870034-8910opendoar:2012-07-08T22:35:53Revista de Saúde Pública - Universidade de São Paulo (USP)false
dc.title.none.fl_str_mv Impact of health services delivery on hospital admission utilization in Brazil
Efeito da oferta de serviços de saúde no uso de internações hospitalares no Brasil
title Impact of health services delivery on hospital admission utilization in Brazil
spellingShingle Impact of health services delivery on hospital admission utilization in Brazil
Castro, Mônica Silva Monteiro
Serviços de saúde^i1^sutiliza
Serviços de saúde^i1^sprovisão & distribui
Hierarquia social
Necessidades e demanda de serviços de saúde
Pacientes internados^i1^sestatísticas & dados numéri
Hospitais^i1^sutiliza
Health services^i2^sutilizat
Health services^i2^sdelivery & distribut
Hierarchy^i2^ssoc
Health services needs and demand
Inpatients^i2^sstatistics & numerical d
Hospitals
utilization
title_short Impact of health services delivery on hospital admission utilization in Brazil
title_full Impact of health services delivery on hospital admission utilization in Brazil
title_fullStr Impact of health services delivery on hospital admission utilization in Brazil
title_full_unstemmed Impact of health services delivery on hospital admission utilization in Brazil
title_sort Impact of health services delivery on hospital admission utilization in Brazil
author Castro, Mônica Silva Monteiro
author_facet Castro, Mônica Silva Monteiro
Travassos, Cláudia
Carvalho, Marilia Sá
author_role author
author2 Travassos, Cláudia
Carvalho, Marilia Sá
author2_role author
author
dc.contributor.author.fl_str_mv Castro, Mônica Silva Monteiro
Travassos, Cláudia
Carvalho, Marilia Sá
dc.subject.por.fl_str_mv Serviços de saúde^i1^sutiliza
Serviços de saúde^i1^sprovisão & distribui
Hierarquia social
Necessidades e demanda de serviços de saúde
Pacientes internados^i1^sestatísticas & dados numéri
Hospitais^i1^sutiliza
Health services^i2^sutilizat
Health services^i2^sdelivery & distribut
Hierarchy^i2^ssoc
Health services needs and demand
Inpatients^i2^sstatistics & numerical d
Hospitals
utilization
topic Serviços de saúde^i1^sutiliza
Serviços de saúde^i1^sprovisão & distribui
Hierarquia social
Necessidades e demanda de serviços de saúde
Pacientes internados^i1^sestatísticas & dados numéri
Hospitais^i1^sutiliza
Health services^i2^sutilizat
Health services^i2^sdelivery & distribut
Hierarchy^i2^ssoc
Health services needs and demand
Inpatients^i2^sstatistics & numerical d
Hospitals
utilization
description OBJECTIVE: To assess hospital services utilization in Brazil incorporating information about health services delivery. METHODS: Data from the National Household Survey carried out by Brazilian Institute of Statistics and Geography (IBGE) in 1998 and from other sources were collected. Hierarchical models having the individual in the first level and the state of residence in the second level were used. Two models were separately adjusted for adults and children: logistic regression was used when to have been or not admitted was the response variable, and Poisson's regression was used when the number of admissions was the response variable. This last model was adjusted only for those individuals who had been admitted at least once. RESULTS: The main determinant of hospital admissions was health need. Poor people were more likely to be admitted when controlling for health needs and enabling factors (health insurance coverage and regular health service). Only 1 to 3% of the variability in hospital admission utilization could be attributed to differences in services delivery at the state level. In the logistic models, the number of beds was positively associated and the number of doctors was negatively associated with the likelihood of admission. Poisson's models did not show any delivery variables associated with the likelihood of admission. CONCLUSIONS: These results suggest a delivery-induced demand impact concerning hospital beds. The inverse association of the number of doctors and hospital admissions suggests the impact of outpatient care on hospital utilization.
publishDate 2005
dc.date.none.fl_str_mv 2005-04-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.revistas.usp.br/rsp/article/view/31864
10.1590/S0034-89102005000200020
url https://www.revistas.usp.br/rsp/article/view/31864
identifier_str_mv 10.1590/S0034-89102005000200020
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.revistas.usp.br/rsp/article/view/31864/33825
dc.rights.driver.fl_str_mv Copyright (c) 2017 Revista de Saúde Pública
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2017 Revista de Saúde Pública
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Saúde Pública
publisher.none.fl_str_mv Universidade de São Paulo. Faculdade de Saúde Pública
dc.source.none.fl_str_mv Revista de Saúde Pública; Vol. 39 No. 2 (2005); 277-284
Revista de Saúde Pública; Vol. 39 Núm. 2 (2005); 277-284
Revista de Saúde Pública; v. 39 n. 2 (2005); 277-284
1518-8787
0034-8910
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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