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Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD)
BACKGROUND: Early identification of patients with a prolonged stay due to acute exacerbation of chronic obstructive pulmonary disease (COPD) may reduce risk of adverse event and treatment costs. This study aimed to identify predictors of prolonged stay after acute exacerbation of COPD based on varia...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3901775/ https://www.ncbi.nlm.nih.gov/pubmed/24477272 http://dx.doi.org/10.2147/COPD.S51467 |
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author | Wang, Ying Stavem, Knut Dahl, Fredrik A Humerfelt, Sjur Haugen, Torbjørn |
author_facet | Wang, Ying Stavem, Knut Dahl, Fredrik A Humerfelt, Sjur Haugen, Torbjørn |
author_sort | Wang, Ying |
collection | PubMed |
description | BACKGROUND: Early identification of patients with a prolonged stay due to acute exacerbation of chronic obstructive pulmonary disease (COPD) may reduce risk of adverse event and treatment costs. This study aimed to identify predictors of prolonged stay after acute exacerbation of COPD based on variables on admission; the study also looked to establish a prediction model for length of stay (LOS). METHODS: We extracted demographic and clinical data from the medical records of 599 patients discharged after an acute exacerbation of COPD between March 2006 and December 2008 at Oslo University Hospital, Aker. We used logistic regression analyses to assess predictors of a length of stay above the 75th percentile and assessed the area under the receiving operating characteristic curve to evaluate the model’s performance. RESULTS: We included 590 patients (54% women) aged 73.2±10.8 years (mean ± standard deviation) in the analyses. Median LOS was 6.0 days (interquartile range [IQR] 3.5–11.0). In multivariate analysis, admission between Thursday and Saturday (odds ratio [OR] 2.24 [95% CI 1.60–3.51], P<0.001), heart failure (OR 2.26, 95% CI 1.34–3.80), diabetes (OR 1.90, 95% CI 1.07–3.37), stroke (OR 1.83, 95% CI 1.04–3.21), high arterial PCO(2) (OR 1.26 [95% CI 1.13–1.41], P<0.001), and low serum albumin level (OR 0.92 [95% CI 0.87–0.97], P=0.001) were associated with a LOS >11 days. The statistical model had an area under the receiver operating characteristic curve of 0.73. CONCLUSION: Admission between Thursday and Saturday, heart failure, diabetes, stroke, high arterial PCO(2), and low serum albumin level were associated with a prolonged LOS. These findings may help physicians to identify patients that will need a prolonged LOS in the early stages of admission. However, the predictive model exhibited suboptimal performance and hence is not ready for clinical use. |
format | Online Article Text |
id | pubmed-3901775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-39017752014-01-27 Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) Wang, Ying Stavem, Knut Dahl, Fredrik A Humerfelt, Sjur Haugen, Torbjørn Int J Chron Obstruct Pulmon Dis Original Research BACKGROUND: Early identification of patients with a prolonged stay due to acute exacerbation of chronic obstructive pulmonary disease (COPD) may reduce risk of adverse event and treatment costs. This study aimed to identify predictors of prolonged stay after acute exacerbation of COPD based on variables on admission; the study also looked to establish a prediction model for length of stay (LOS). METHODS: We extracted demographic and clinical data from the medical records of 599 patients discharged after an acute exacerbation of COPD between March 2006 and December 2008 at Oslo University Hospital, Aker. We used logistic regression analyses to assess predictors of a length of stay above the 75th percentile and assessed the area under the receiving operating characteristic curve to evaluate the model’s performance. RESULTS: We included 590 patients (54% women) aged 73.2±10.8 years (mean ± standard deviation) in the analyses. Median LOS was 6.0 days (interquartile range [IQR] 3.5–11.0). In multivariate analysis, admission between Thursday and Saturday (odds ratio [OR] 2.24 [95% CI 1.60–3.51], P<0.001), heart failure (OR 2.26, 95% CI 1.34–3.80), diabetes (OR 1.90, 95% CI 1.07–3.37), stroke (OR 1.83, 95% CI 1.04–3.21), high arterial PCO(2) (OR 1.26 [95% CI 1.13–1.41], P<0.001), and low serum albumin level (OR 0.92 [95% CI 0.87–0.97], P=0.001) were associated with a LOS >11 days. The statistical model had an area under the receiver operating characteristic curve of 0.73. CONCLUSION: Admission between Thursday and Saturday, heart failure, diabetes, stroke, high arterial PCO(2), and low serum albumin level were associated with a prolonged LOS. These findings may help physicians to identify patients that will need a prolonged LOS in the early stages of admission. However, the predictive model exhibited suboptimal performance and hence is not ready for clinical use. Dove Medical Press 2014-01-20 /pmc/articles/PMC3901775/ /pubmed/24477272 http://dx.doi.org/10.2147/COPD.S51467 Text en © 2014 Wang et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Wang, Ying Stavem, Knut Dahl, Fredrik A Humerfelt, Sjur Haugen, Torbjørn Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) |
title | Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) |
title_full | Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) |
title_fullStr | Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) |
title_full_unstemmed | Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) |
title_short | Factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (AECOPD) |
title_sort | factors associated with a prolonged length of stay after acute exacerbation of chronic obstructive pulmonary disease (aecopd) |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3901775/ https://www.ncbi.nlm.nih.gov/pubmed/24477272 http://dx.doi.org/10.2147/COPD.S51467 |
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