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The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD
BACKGROUND: One in three patients hospitalised due to acute exacerbation of COPD (AECOPD) is readmitted within 90 days. No tool has been developed specifically in this population to predict readmission or death. Clinicians are unable to identify patients at particular risk, yet resources to prevent...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5537524/ https://www.ncbi.nlm.nih.gov/pubmed/28235886 http://dx.doi.org/10.1136/thoraxjnl-2016-209298 |
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author | Echevarria, C Steer, J Heslop-Marshall, K Stenton, S C Hickey, P M Hughes, R Wijesinghe, M Harrison, R N Steen, N Simpson, A J Gibson, G J Bourke, S C |
author_facet | Echevarria, C Steer, J Heslop-Marshall, K Stenton, S C Hickey, P M Hughes, R Wijesinghe, M Harrison, R N Steen, N Simpson, A J Gibson, G J Bourke, S C |
author_sort | Echevarria, C |
collection | PubMed |
description | BACKGROUND: One in three patients hospitalised due to acute exacerbation of COPD (AECOPD) is readmitted within 90 days. No tool has been developed specifically in this population to predict readmission or death. Clinicians are unable to identify patients at particular risk, yet resources to prevent readmission are allocated based on clinical judgement. METHODS: In participating hospitals, consecutive admissions of patients with AECOPD were identified by screening wards and reviewing coding records. A tool to predict 90-day readmission or death without readmission was developed in two hospitals (the derivation cohort) and validated in: (a) the same hospitals at a later timeframe (internal validation cohort) and (b) four further UK hospitals (external validation cohort). Performance was compared with ADO, BODEX, CODEX, DOSE and LACE scores. RESULTS: Of 2417 patients, 936 were readmitted or died within 90 days of discharge. The five independent variables in the final model were: Previous admissions, eMRCD score, Age, Right-sided heart failure and Left-sided heart failure (PEARL). The PEARL score was consistently discriminative and accurate with a c-statistic of 0.73, 0.68 and 0.70 in the derivation, internal validation and external validation cohorts. Higher PEARL scores were associated with a shorter time to readmission. CONCLUSIONS: The PEARL score is a simple tool that can effectively stratify patients' risk of 90-day readmission or death, which could help guide readmission avoidance strategies within the clinical and research setting. It is superior to other scores that have been used in this population. TRIAL REGISTRATION NUMBER: UKCRN ID 14214. |
format | Online Article Text |
id | pubmed-5537524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-55375242017-08-03 The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD Echevarria, C Steer, J Heslop-Marshall, K Stenton, S C Hickey, P M Hughes, R Wijesinghe, M Harrison, R N Steen, N Simpson, A J Gibson, G J Bourke, S C Thorax Chronic Obstructive Pulmonary Disease BACKGROUND: One in three patients hospitalised due to acute exacerbation of COPD (AECOPD) is readmitted within 90 days. No tool has been developed specifically in this population to predict readmission or death. Clinicians are unable to identify patients at particular risk, yet resources to prevent readmission are allocated based on clinical judgement. METHODS: In participating hospitals, consecutive admissions of patients with AECOPD were identified by screening wards and reviewing coding records. A tool to predict 90-day readmission or death without readmission was developed in two hospitals (the derivation cohort) and validated in: (a) the same hospitals at a later timeframe (internal validation cohort) and (b) four further UK hospitals (external validation cohort). Performance was compared with ADO, BODEX, CODEX, DOSE and LACE scores. RESULTS: Of 2417 patients, 936 were readmitted or died within 90 days of discharge. The five independent variables in the final model were: Previous admissions, eMRCD score, Age, Right-sided heart failure and Left-sided heart failure (PEARL). The PEARL score was consistently discriminative and accurate with a c-statistic of 0.73, 0.68 and 0.70 in the derivation, internal validation and external validation cohorts. Higher PEARL scores were associated with a shorter time to readmission. CONCLUSIONS: The PEARL score is a simple tool that can effectively stratify patients' risk of 90-day readmission or death, which could help guide readmission avoidance strategies within the clinical and research setting. It is superior to other scores that have been used in this population. TRIAL REGISTRATION NUMBER: UKCRN ID 14214. BMJ Publishing Group 2017-08 2017-02-24 /pmc/articles/PMC5537524/ /pubmed/28235886 http://dx.doi.org/10.1136/thoraxjnl-2016-209298 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/ This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Chronic Obstructive Pulmonary Disease Echevarria, C Steer, J Heslop-Marshall, K Stenton, S C Hickey, P M Hughes, R Wijesinghe, M Harrison, R N Steen, N Simpson, A J Gibson, G J Bourke, S C The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD |
title | The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD |
title_full | The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD |
title_fullStr | The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD |
title_full_unstemmed | The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD |
title_short | The PEARL score predicts 90-day readmission or death after hospitalisation for acute exacerbation of COPD |
title_sort | pearl score predicts 90-day readmission or death after hospitalisation for acute exacerbation of copd |
topic | Chronic Obstructive Pulmonary Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5537524/ https://www.ncbi.nlm.nih.gov/pubmed/28235886 http://dx.doi.org/10.1136/thoraxjnl-2016-209298 |
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