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A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy
INTRODUCTION: The Center for Medicare and Medicaid Services established 30-day readmission rate as a key metric in measuring high-value, cost-conscious care; therefore, our aim is to develop a risk score for 30-day readmission in ulcerative colitis (UC) patients undergoing colectomy or proctectomy....
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6092348/ https://www.ncbi.nlm.nih.gov/pubmed/30108206 http://dx.doi.org/10.1038/s41424-018-0039-y |
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author | Sobotka, Lindsay A. Husain, Syed G. Krishna, Somashekar G. Hinton, Alice Pavurula, Ravi Conwell, Darwin L. Zhang, Cheng |
author_facet | Sobotka, Lindsay A. Husain, Syed G. Krishna, Somashekar G. Hinton, Alice Pavurula, Ravi Conwell, Darwin L. Zhang, Cheng |
author_sort | Sobotka, Lindsay A. |
collection | PubMed |
description | INTRODUCTION: The Center for Medicare and Medicaid Services established 30-day readmission rate as a key metric in measuring high-value, cost-conscious care; therefore, our aim is to develop a risk score for 30-day readmission in ulcerative colitis (UC) patients undergoing colectomy or proctectomy. METHODS: This study used data from the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) participant user file (2011–2015). Patients with UC undergoing colectomy or proctectomy were identified using ICD-9, 10, and CPT codes. Stepwise multivariate analyses were used to determine risk factors associated with readmission including pre-operative conditions, laboratory results, operative variables, and post-operative complications. For readmission risk score assessment, a weighted logistic regression model was built and validated using ACS NSQIP 2011–2014 and 2015 data, respectively. RESULTS: A total of 4797 patients were included with 963 (20%) patients readmitted within 30 days. Potentially modifiable risk factors included deep vein thrombosis, pulmonary embolism, renal insufficiency, wound infection, urinary tract infection, sepsis/septic shock, and pre-existing congestive heart failure. Ten percent of patients with a risk score between 0 and 9 were readmitted, 18.5% with a score between 10 and 19, 52.2% with a score between 20 and 29, and 59.6% in patients with a risk score >29. CONCLUSIONS: Multiple potentially preventable risk factors are associated with 30-day readmission following colectomy or proctectomy in UC patients. Higher risk scores are associated with increased risk of unplanned readmission. |
format | Online Article Text |
id | pubmed-6092348 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-60923482018-08-15 A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy Sobotka, Lindsay A. Husain, Syed G. Krishna, Somashekar G. Hinton, Alice Pavurula, Ravi Conwell, Darwin L. Zhang, Cheng Clin Transl Gastroenterol Article INTRODUCTION: The Center for Medicare and Medicaid Services established 30-day readmission rate as a key metric in measuring high-value, cost-conscious care; therefore, our aim is to develop a risk score for 30-day readmission in ulcerative colitis (UC) patients undergoing colectomy or proctectomy. METHODS: This study used data from the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) participant user file (2011–2015). Patients with UC undergoing colectomy or proctectomy were identified using ICD-9, 10, and CPT codes. Stepwise multivariate analyses were used to determine risk factors associated with readmission including pre-operative conditions, laboratory results, operative variables, and post-operative complications. For readmission risk score assessment, a weighted logistic regression model was built and validated using ACS NSQIP 2011–2014 and 2015 data, respectively. RESULTS: A total of 4797 patients were included with 963 (20%) patients readmitted within 30 days. Potentially modifiable risk factors included deep vein thrombosis, pulmonary embolism, renal insufficiency, wound infection, urinary tract infection, sepsis/septic shock, and pre-existing congestive heart failure. Ten percent of patients with a risk score between 0 and 9 were readmitted, 18.5% with a score between 10 and 19, 52.2% with a score between 20 and 29, and 59.6% in patients with a risk score >29. CONCLUSIONS: Multiple potentially preventable risk factors are associated with 30-day readmission following colectomy or proctectomy in UC patients. Higher risk scores are associated with increased risk of unplanned readmission. Nature Publishing Group US 2018-08-15 /pmc/articles/PMC6092348/ /pubmed/30108206 http://dx.doi.org/10.1038/s41424-018-0039-y Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sobotka, Lindsay A. Husain, Syed G. Krishna, Somashekar G. Hinton, Alice Pavurula, Ravi Conwell, Darwin L. Zhang, Cheng A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
title | A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
title_full | A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
title_fullStr | A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
title_full_unstemmed | A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
title_short | A risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
title_sort | risk score model of 30-day readmission in ulcerative colitis after colectomy or proctectomy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6092348/ https://www.ncbi.nlm.nih.gov/pubmed/30108206 http://dx.doi.org/10.1038/s41424-018-0039-y |
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