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Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand
PURPOSE: The impact of intensivist workload on intensive care unit (ICU) outcomes is incompletely described and assessed across healthcare systems and countries. We sought to examine the association of patient-to-intensivist ratio (PIR) with hospital mortality in Australia/New Zealand (ANZ) ICUs. ME...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8638228/ https://www.ncbi.nlm.nih.gov/pubmed/34854939 http://dx.doi.org/10.1007/s00134-021-06575-z |
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author | Gershengorn, Hayley B. Pilcher, David V. Litton, Edward Anstey, Matthew Garland, Allan Wunsch, Hannah |
author_facet | Gershengorn, Hayley B. Pilcher, David V. Litton, Edward Anstey, Matthew Garland, Allan Wunsch, Hannah |
author_sort | Gershengorn, Hayley B. |
collection | PubMed |
description | PURPOSE: The impact of intensivist workload on intensive care unit (ICU) outcomes is incompletely described and assessed across healthcare systems and countries. We sought to examine the association of patient-to-intensivist ratio (PIR) with hospital mortality in Australia/New Zealand (ANZ) ICUs. METHODS: We conducted a retrospective study of adult admissions to ANZ ICUs (August 2016–June 2018) using two cohorts: “narrow”, based on previously used criteria including restriction to ICUs with a single daytime intensivist; and “broad”, refined by individual ICU daytime staffing information. The exposure was average daily PIR and the outcome was hospital mortality. We used summary statistics to describe both cohorts and multilevel multivariable logistic regression models to assess the association of PIR with mortality. In each, PIR was modeled using restricted cubic splines to allow for non-linear associations. The broad cohort model included non-PIR physician and non-physician staffing covariables. RESULTS: The narrow cohort of 27,380 patients across 67 ICUs (predicted mortality: median 1.2% [IQR 0.4–1.4%]; mean 5.9% [sd 13.2%]) had a median PIR of 10.1 (IQR 7–14). The broad cohort of 91,206 patients across 73 ICUs (predicted mortality: 1.9% [0.6–6.5%]; 7.6% [14.9%]) had a median PIR of 7.8 (IQR 5.8–10.2). We found no association of PIR with mortality in either the narrow (PIR 1st spline term odds ratio [95% CI]: 1 [0.94, 1.06], Wald testing of spline terms p = 0.61) or the broad (1.02 [0.97, 1.07], p = 0.4) cohort. CONCLUSION: We found no association of PIR with hospital mortality across ANZ ICUs. The low cohort predicted mortality may limit external validity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00134-021-06575-z. |
format | Online Article Text |
id | pubmed-8638228 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-86382282021-12-03 Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand Gershengorn, Hayley B. Pilcher, David V. Litton, Edward Anstey, Matthew Garland, Allan Wunsch, Hannah Intensive Care Med Original PURPOSE: The impact of intensivist workload on intensive care unit (ICU) outcomes is incompletely described and assessed across healthcare systems and countries. We sought to examine the association of patient-to-intensivist ratio (PIR) with hospital mortality in Australia/New Zealand (ANZ) ICUs. METHODS: We conducted a retrospective study of adult admissions to ANZ ICUs (August 2016–June 2018) using two cohorts: “narrow”, based on previously used criteria including restriction to ICUs with a single daytime intensivist; and “broad”, refined by individual ICU daytime staffing information. The exposure was average daily PIR and the outcome was hospital mortality. We used summary statistics to describe both cohorts and multilevel multivariable logistic regression models to assess the association of PIR with mortality. In each, PIR was modeled using restricted cubic splines to allow for non-linear associations. The broad cohort model included non-PIR physician and non-physician staffing covariables. RESULTS: The narrow cohort of 27,380 patients across 67 ICUs (predicted mortality: median 1.2% [IQR 0.4–1.4%]; mean 5.9% [sd 13.2%]) had a median PIR of 10.1 (IQR 7–14). The broad cohort of 91,206 patients across 73 ICUs (predicted mortality: 1.9% [0.6–6.5%]; 7.6% [14.9%]) had a median PIR of 7.8 (IQR 5.8–10.2). We found no association of PIR with mortality in either the narrow (PIR 1st spline term odds ratio [95% CI]: 1 [0.94, 1.06], Wald testing of spline terms p = 0.61) or the broad (1.02 [0.97, 1.07], p = 0.4) cohort. CONCLUSION: We found no association of PIR with hospital mortality across ANZ ICUs. The low cohort predicted mortality may limit external validity. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00134-021-06575-z. Springer Berlin Heidelberg 2021-12-02 2022 /pmc/articles/PMC8638228/ /pubmed/34854939 http://dx.doi.org/10.1007/s00134-021-06575-z Text en © Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Gershengorn, Hayley B. Pilcher, David V. Litton, Edward Anstey, Matthew Garland, Allan Wunsch, Hannah Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand |
title | Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand |
title_full | Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand |
title_fullStr | Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand |
title_full_unstemmed | Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand |
title_short | Association of patient-to-intensivist ratio with hospital mortality in Australia and New Zealand |
title_sort | association of patient-to-intensivist ratio with hospital mortality in australia and new zealand |
topic | Original |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8638228/ https://www.ncbi.nlm.nih.gov/pubmed/34854939 http://dx.doi.org/10.1007/s00134-021-06575-z |
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