Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System

Detalhes bibliográficos
Autor(a) principal: Presa Raulino Schilling, Marla
Data de Publicação: 2024
Outros Autores: Crisóstomo Portela, Margareth, Martins, Mônica
Tipo de documento: Artigo
Idioma: por
Título da fonte: Cadernos de Saúde Pública
Texto Completo: https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8520
Resumo: Comparative analyses based on clinical performance indicators to monitor the quality of hospital care have been carried out for decades in several countries, most notably the hospital standardized mortality ratio (HSMR). In Brazil, studies and the adoption of methodological tools that allow regular analysis of the performance of institutions are still scarce. This study aimed to assess the use of HSMR to compare the performance of hospitals funded by the Brazilian Unified National Health System (SUS). The Hospital Information System was the source of data on adult hospitalizations in Brazil from 2017 to 2019. The methodological approach to estimate HSMR was adapted to the available data and included the causes of hospitalization (main diagnosis) responsible for 80% of deaths. The number of expected deaths was estimated using a logistic regression model that included predictor variables widely described in the literature. The analysis was conducted in two stages: (i) hospitalization level and (ii) hospital level. The final risk adjustment model showed a C-statistic of 0.774, which is considered adequate. The variation in HSMR was wide, especially among the worst-performing hospitals (1.54 to 6.77). Private hospitals performed better than public hospitals. Although the limits of the available data and the challenges still face its more refined use, HSMR is applicable and has the potential to become an important tool for assessing hospital performance in the SUS.
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spelling Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health SystemRazón de mortalidad hospitalaria estandarizada: límites y potencialidades del indicador para la evaluación del desempeño hospitalario en el Sistema Único de Salud, BrasilRazão de mortalidade hospitalar padronizada: limites e potencialidades do indicador para a avaliação do desempenho hospitalar no Sistema Único de Saúde, BrasilQualidade da Assistência à Saúde; Mortalidade Hospitalar; Avaliação de Resultados; Ajuste de RiscoCalidad de la Atención de Salud; Mortalidad Hospitalaria; Evaluación de Resultados; Ajuste de RiesgoQuality of Health Care; Hospital Mortality; Outcomes Assessment; Risk AdjustmentComparative analyses based on clinical performance indicators to monitor the quality of hospital care have been carried out for decades in several countries, most notably the hospital standardized mortality ratio (HSMR). In Brazil, studies and the adoption of methodological tools that allow regular analysis of the performance of institutions are still scarce. This study aimed to assess the use of HSMR to compare the performance of hospitals funded by the Brazilian Unified National Health System (SUS). The Hospital Information System was the source of data on adult hospitalizations in Brazil from 2017 to 2019. The methodological approach to estimate HSMR was adapted to the available data and included the causes of hospitalization (main diagnosis) responsible for 80% of deaths. The number of expected deaths was estimated using a logistic regression model that included predictor variables widely described in the literature. The analysis was conducted in two stages: (i) hospitalization level and (ii) hospital level. The final risk adjustment model showed a C-statistic of 0.774, which is considered adequate. The variation in HSMR was wide, especially among the worst-performing hospitals (1.54 to 6.77). Private hospitals performed better than public hospitals. Although the limits of the available data and the challenges still face its more refined use, HSMR is applicable and has the potential to become an important tool for assessing hospital performance in the SUS.Durante décadas se han realizado en varios países análisis comparativos basados en indicadores de desempeño clínico para monitorear la calidad de la atención hospitalaria, con énfasis en la razón de mortalidad hospitalaria estandarizada (RMHE). En Brasil, aún son escasos los estudios y la adopción de instrumentos metodológicos que permitan análisis regulares del desempeño de las instituciones. El objetivo fue explorar el uso de la RMHE para comparar el desempeño de los hospitales remunerados por el Sistema Único de Salud (SUS). El Sistema de Información Hospitalaria fue la fuente de datos sobre las hospitalizaciones de adultos realizadas en Brasil entre el 2017 y el 2019. El enfoque metodológico para estimar la RMHE se adaptó a los datos disponibles e incluyó las causas de hospitalización (diagnóstico principal) responsables del 80% de las muertes. El número de muertes esperadas se estimó mediante un modelo de regresión logística que incluyó variables predictoras ampliamente descritas en la literatura. El análisis se realizó en dos etapas: (i) nivel de la hospitalización y (ii) nivel del hospital. El modelo final de ajuste de riesgo presentó una estadística C de 0,774, valor considerado adecuado. Se observó una gran variación en la RMHE, especialmente entre los hospitales con peor desempeño (1,54 a 6,77). Hubo un mejor desempeño de los hospitales privados en comparación con los hospitales públicos. A pesar de las limitaciones de los datos disponibles y de los desafíos aún previstos para su uso más refinado, la RMHE es aplicable y tiene el potencial de convertirse en un elemento importante en la evaluación del desempeño hospitalario en el SUS.Análises comparativas, baseadas em indicadores de desempenho clínico, para monitorar a qualidade da assistência hospitalar vêm sendo realizadas há décadas em vários países, com destaque para a razão de mortalidade hospitalar padronizada (RMHP). No Brasil, ainda são escassos os estudos e a adoção de instrumentos metodológicos que permitam análises regulares do desempenho das instituições. O objetivo deste artigo foi explorar o uso da RMHP para a comparação do desempenho dos hospitais remunerados pelo Sistema Único de Saúde (SUS). O Sistema de Informações Hospitalares foi a fonte de dados sobre as internações de adultos realizadas no Brasil entre 2017 e 2019. A abordagem metodológica para estimar a RMHP foi adaptada aos dados disponíveis e incluiu as causas de internação (diagnóstico principal) responsáveis por 80% dos óbitos. O número de óbitos esperados foi estimado por um modelo de regressão logística que incluiu variáveis preditoras amplamente descritas na literatura. A análise foi realizada em duas etapas: (i) nível da internação e (ii) nível do hospital. O modelo final de ajuste de risco apresentou estatística C de 0,774, valor considerado adequado. Foi observada grande variação da RMHP, especialmente entre os hospitais com pior desempenho (1,54 a 6,77). Houve melhor desempenho dos hospitais privados em relação aos hospitais públicos. Apesar de limites nos dados disponíveis e desafios ainda vislumbrados para a sua utilização mais refinada, a RMHP é aplicável e tem potencial para se tornar um elemento importante na avaliação do desempenho hospitalar no SUS.Reports in Public HealthCadernos de Saúde Pública2024-02-23info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/xmlhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8520Reports in Public Health; Vol. 40 No. 2 (2024): FebruaryCadernos de Saúde Pública; v. 40 n. 2 (2024): Fevereiro1678-44640102-311Xreponame:Cadernos de Saúde Públicainstname:Fundação Oswaldo Cruz (FIOCRUZ)instacron:FIOCRUZporhttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8520/18998https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8520/18999Copyright (c) 2024 Cadernos de Saúde Públicainfo:eu-repo/semantics/openAccessPresa Raulino Schilling, MarlaCrisóstomo Portela, MargarethMartins, Mônica2024-02-23T13:43:33Zoai:ojs.teste-cadernos.ensp.fiocruz.br:article/8520Revistahttps://cadernos.ensp.fiocruz.br/ojs/index.php/csphttps://cadernos.ensp.fiocruz.br/ojs/index.php/csp/oaicadernos@ensp.fiocruz.br||cadernos@ensp.fiocruz.br1678-44640102-311Xopendoar:2024-03-06T13:09:42.428538Cadernos de Saúde Pública - Fundação Oswaldo Cruz (FIOCRUZ)true
dc.title.none.fl_str_mv Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
Razón de mortalidad hospitalaria estandarizada: límites y potencialidades del indicador para la evaluación del desempeño hospitalario en el Sistema Único de Salud, Brasil
Razão de mortalidade hospitalar padronizada: limites e potencialidades do indicador para a avaliação do desempenho hospitalar no Sistema Único de Saúde, Brasil
title Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
spellingShingle Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
Presa Raulino Schilling, Marla
Qualidade da Assistência à Saúde; Mortalidade Hospitalar; Avaliação de Resultados; Ajuste de Risco
Calidad de la Atención de Salud; Mortalidad Hospitalaria; Evaluación de Resultados; Ajuste de Riesgo
Quality of Health Care; Hospital Mortality; Outcomes Assessment; Risk Adjustment
title_short Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
title_full Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
title_fullStr Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
title_full_unstemmed Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
title_sort Hospital standardized mortality ratio: limits and potential of the indicator for assessing hospital performance in the Brazilian Unified National Health System
author Presa Raulino Schilling, Marla
author_facet Presa Raulino Schilling, Marla
Crisóstomo Portela, Margareth
Martins, Mônica
author_role author
author2 Crisóstomo Portela, Margareth
Martins, Mônica
author2_role author
author
dc.contributor.author.fl_str_mv Presa Raulino Schilling, Marla
Crisóstomo Portela, Margareth
Martins, Mônica
dc.subject.por.fl_str_mv Qualidade da Assistência à Saúde; Mortalidade Hospitalar; Avaliação de Resultados; Ajuste de Risco
Calidad de la Atención de Salud; Mortalidad Hospitalaria; Evaluación de Resultados; Ajuste de Riesgo
Quality of Health Care; Hospital Mortality; Outcomes Assessment; Risk Adjustment
topic Qualidade da Assistência à Saúde; Mortalidade Hospitalar; Avaliação de Resultados; Ajuste de Risco
Calidad de la Atención de Salud; Mortalidad Hospitalaria; Evaluación de Resultados; Ajuste de Riesgo
Quality of Health Care; Hospital Mortality; Outcomes Assessment; Risk Adjustment
description Comparative analyses based on clinical performance indicators to monitor the quality of hospital care have been carried out for decades in several countries, most notably the hospital standardized mortality ratio (HSMR). In Brazil, studies and the adoption of methodological tools that allow regular analysis of the performance of institutions are still scarce. This study aimed to assess the use of HSMR to compare the performance of hospitals funded by the Brazilian Unified National Health System (SUS). The Hospital Information System was the source of data on adult hospitalizations in Brazil from 2017 to 2019. The methodological approach to estimate HSMR was adapted to the available data and included the causes of hospitalization (main diagnosis) responsible for 80% of deaths. The number of expected deaths was estimated using a logistic regression model that included predictor variables widely described in the literature. The analysis was conducted in two stages: (i) hospitalization level and (ii) hospital level. The final risk adjustment model showed a C-statistic of 0.774, which is considered adequate. The variation in HSMR was wide, especially among the worst-performing hospitals (1.54 to 6.77). Private hospitals performed better than public hospitals. Although the limits of the available data and the challenges still face its more refined use, HSMR is applicable and has the potential to become an important tool for assessing hospital performance in the SUS.
publishDate 2024
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dc.relation.none.fl_str_mv https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8520/18998
https://cadernos.ensp.fiocruz.br/ojs/index.php/csp/article/view/8520/18999
dc.rights.driver.fl_str_mv Copyright (c) 2024 Cadernos de Saúde Pública
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2024 Cadernos de Saúde Pública
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
publisher.none.fl_str_mv Reports in Public Health
Cadernos de Saúde Pública
dc.source.none.fl_str_mv Reports in Public Health; Vol. 40 No. 2 (2024): February
Cadernos de Saúde Pública; v. 40 n. 2 (2024): Fevereiro
1678-4464
0102-311X
reponame:Cadernos de Saúde Pública
instname:Fundação Oswaldo Cruz (FIOCRUZ)
instacron:FIOCRUZ
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reponame_str Cadernos de Saúde Pública
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