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Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study
BACKGROUND: One in 6 patients with low back pain (LBP) presenting to emergency departments (EDs) are subsequently admitted to hospital each year, making LBP the ninth most common reason for hospital admission in Australia. No studies have investigated and quantified the extent of clinical variation...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275239/ https://www.ncbi.nlm.nih.gov/pubmed/35818074 http://dx.doi.org/10.1186/s12913-022-08134-8 |
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author | Ferreira, Giovanni Lobo, Marina Richards, Bethan Dinh, Michael Maher, Chris |
author_facet | Ferreira, Giovanni Lobo, Marina Richards, Bethan Dinh, Michael Maher, Chris |
author_sort | Ferreira, Giovanni |
collection | PubMed |
description | BACKGROUND: One in 6 patients with low back pain (LBP) presenting to emergency departments (EDs) are subsequently admitted to hospital each year, making LBP the ninth most common reason for hospital admission in Australia. No studies have investigated and quantified the extent of clinical variation in hospital admission following an ED presentation for LBP. METHODS: We used routinely collected ED data from public hospitals within the state of New South Wales, Australia, to identify presentations of patients aged between 18 and 111 with a discharge diagnosis of LBP. We fitted a series of random effects multilevel logistic regression models adjusted by case-mix and hospital variables. The main outcome was the hospital-adjusted admission rate (HAAR). Data were presented as funnel plots with 95% and 99.8% confidence limits. Hospitals with a HAAR outside the 95% confidence limit were considered to have a HAAR significantly different to the state average. RESULTS: We identified 176,729 LBP presentations across 177 public hospital EDs and 44,549 hospital admissions (25.2%). The mean (SD) age was 51.8 (19.5) and 52% were female. Hospital factors explained 10% of the variation (ICC = 0.10), and the median odds ratio (MOR) was 2.03. We identified marked variation across hospitals, with HAAR ranging from 6.9 to 65.9%. After adjusting for hospital variables, there was still marked variation between hospitals with similar characteristics. CONCLUSION: We found substantial variation in hospital admissions following a presentation to the ED due to LBP even after controlling by case-mix and hospital characteristics. Given the substantial costs associated with these admissions, our findings indicate the need to investigate sources of variation and to determine instances where the observed variation is warranted or unwarranted. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-08134-8. |
format | Online Article Text |
id | pubmed-9275239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92752392022-07-13 Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study Ferreira, Giovanni Lobo, Marina Richards, Bethan Dinh, Michael Maher, Chris BMC Health Serv Res Research BACKGROUND: One in 6 patients with low back pain (LBP) presenting to emergency departments (EDs) are subsequently admitted to hospital each year, making LBP the ninth most common reason for hospital admission in Australia. No studies have investigated and quantified the extent of clinical variation in hospital admission following an ED presentation for LBP. METHODS: We used routinely collected ED data from public hospitals within the state of New South Wales, Australia, to identify presentations of patients aged between 18 and 111 with a discharge diagnosis of LBP. We fitted a series of random effects multilevel logistic regression models adjusted by case-mix and hospital variables. The main outcome was the hospital-adjusted admission rate (HAAR). Data were presented as funnel plots with 95% and 99.8% confidence limits. Hospitals with a HAAR outside the 95% confidence limit were considered to have a HAAR significantly different to the state average. RESULTS: We identified 176,729 LBP presentations across 177 public hospital EDs and 44,549 hospital admissions (25.2%). The mean (SD) age was 51.8 (19.5) and 52% were female. Hospital factors explained 10% of the variation (ICC = 0.10), and the median odds ratio (MOR) was 2.03. We identified marked variation across hospitals, with HAAR ranging from 6.9 to 65.9%. After adjusting for hospital variables, there was still marked variation between hospitals with similar characteristics. CONCLUSION: We found substantial variation in hospital admissions following a presentation to the ED due to LBP even after controlling by case-mix and hospital characteristics. Given the substantial costs associated with these admissions, our findings indicate the need to investigate sources of variation and to determine instances where the observed variation is warranted or unwarranted. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-08134-8. BioMed Central 2022-07-12 /pmc/articles/PMC9275239/ /pubmed/35818074 http://dx.doi.org/10.1186/s12913-022-08134-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Ferreira, Giovanni Lobo, Marina Richards, Bethan Dinh, Michael Maher, Chris Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
title | Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
title_full | Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
title_fullStr | Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
title_full_unstemmed | Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
title_short | Hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
title_sort | hospital variation in admissions for low back pain following an emergency department presentation: a retrospective study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9275239/ https://www.ncbi.nlm.nih.gov/pubmed/35818074 http://dx.doi.org/10.1186/s12913-022-08134-8 |
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