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The impact of management practices on relative patient mortality: Evidence from public hospitals
A small, but growing, body of empirical evidence shows that the material and persistent variation in many aspects of the performance of healthcare organisations can be related to variation in their management practices. This study uses public data on hospital patient mortality outcomes, the Summary...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574893/ https://www.ncbi.nlm.nih.gov/pubmed/35175160 http://dx.doi.org/10.1177/09514848211068627 |
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author | Salehnejad, Reza Ali, Manhal Proudlove, Nathan C |
author_facet | Salehnejad, Reza Ali, Manhal Proudlove, Nathan C |
author_sort | Salehnejad, Reza |
collection | PubMed |
description | A small, but growing, body of empirical evidence shows that the material and persistent variation in many aspects of the performance of healthcare organisations can be related to variation in their management practices. This study uses public data on hospital patient mortality outcomes, the Summary Hospital-level Mortality Indicator (SHMI) to extend this programme of research. We assemble a five-year dataset combining SHMI with potential confounding variables for all English NHS non-specialist acute hospital trusts. The large number of providers working within a common system provides a powerful environment for such investigations. We find considerable variation in SHMI between trusts and a high degree of persistence of high- or low performance. This variation is associated with a composite metric for management practices based on the NHS National Staff Survey. We then use a machine learning technique to suggest potential clusters of individual management practices related to patient mortality performance and test some of these using traditional multivariate regression. The results support the hypothesis that such clusters do matter for patient mortality, and so we conclude that any systematic effort at improving patient mortality should consider adopting an optimal cluster of management practices. |
format | Online Article Text |
id | pubmed-9574893 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-95748932022-10-18 The impact of management practices on relative patient mortality: Evidence from public hospitals Salehnejad, Reza Ali, Manhal Proudlove, Nathan C Health Serv Manage Res Primary Research A small, but growing, body of empirical evidence shows that the material and persistent variation in many aspects of the performance of healthcare organisations can be related to variation in their management practices. This study uses public data on hospital patient mortality outcomes, the Summary Hospital-level Mortality Indicator (SHMI) to extend this programme of research. We assemble a five-year dataset combining SHMI with potential confounding variables for all English NHS non-specialist acute hospital trusts. The large number of providers working within a common system provides a powerful environment for such investigations. We find considerable variation in SHMI between trusts and a high degree of persistence of high- or low performance. This variation is associated with a composite metric for management practices based on the NHS National Staff Survey. We then use a machine learning technique to suggest potential clusters of individual management practices related to patient mortality performance and test some of these using traditional multivariate regression. The results support the hypothesis that such clusters do matter for patient mortality, and so we conclude that any systematic effort at improving patient mortality should consider adopting an optimal cluster of management practices. SAGE Publications 2022-02-17 2022-11 /pmc/articles/PMC9574893/ /pubmed/35175160 http://dx.doi.org/10.1177/09514848211068627 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Primary Research Salehnejad, Reza Ali, Manhal Proudlove, Nathan C The impact of management practices on relative patient mortality: Evidence from public hospitals |
title | The impact of management practices on relative patient mortality:
Evidence from public hospitals |
title_full | The impact of management practices on relative patient mortality:
Evidence from public hospitals |
title_fullStr | The impact of management practices on relative patient mortality:
Evidence from public hospitals |
title_full_unstemmed | The impact of management practices on relative patient mortality:
Evidence from public hospitals |
title_short | The impact of management practices on relative patient mortality:
Evidence from public hospitals |
title_sort | impact of management practices on relative patient mortality:
evidence from public hospitals |
topic | Primary Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9574893/ https://www.ncbi.nlm.nih.gov/pubmed/35175160 http://dx.doi.org/10.1177/09514848211068627 |
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