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Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones
BACKGROUND: A clinical pathway (CP) is a standardized approach for disease management. However, big data-based evidence is rarely involved in CP for related common bile duct (CBD) stones, let alone outcome comparisons before and after CP implementation. AIM: To investigate the value of CP implementa...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Baishideng Publishing Group Inc
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6397721/ https://www.ncbi.nlm.nih.gov/pubmed/30833805 http://dx.doi.org/10.3748/wjg.v25.i8.1002 |
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author | Zhang, Wei Wang, Bing-Yi Du, Xiao-Yan Fang, Wei-Wei Wu, Han Wang, Lei Zhuge, Yu-Zheng Zou, Xiao-Ping |
author_facet | Zhang, Wei Wang, Bing-Yi Du, Xiao-Yan Fang, Wei-Wei Wu, Han Wang, Lei Zhuge, Yu-Zheng Zou, Xiao-Ping |
author_sort | Zhang, Wei |
collection | PubMed |
description | BACKGROUND: A clinical pathway (CP) is a standardized approach for disease management. However, big data-based evidence is rarely involved in CP for related common bile duct (CBD) stones, let alone outcome comparisons before and after CP implementation. AIM: To investigate the value of CP implementation in patients with CBD stones undergoing endoscopic retrograde cholangiopancreatography (ERCP). METHODS: This retrospective study was conducted at Nanjing Drum Tower Hospital in patients with CBD stones undergoing ERCP from January 2007 to December 2017. The data and outcomes were compared by using univariate and multivariable regression/linear models between the patients who received conventional care (non-pathway group, n = 467) and CP care (pathway group, n = 2196). RESULTS: At baseline, the main differences observed between the two groups were the percentage of patients with multiple stones (P < 0.001) and incidence of cholangitis complication (P < 0.05). The percentage of antibiotic use and complications in the CP group were significantly less than those in the non-pathway group [adjusted odds ratio (OR) = 0.72, 95% confidence interval (CI): 0.55-0.93, P = 0.012, adjusted OR = 0.44, 95%CI: 0.33-0.59, P < 0.001, respectively]. Patients spent lower costs on hospitalization, operation, nursing, medication, and medical consumable materials (P < 0.001 for all), and even experienced shorter length of hospital stay (LOHS) (P < 0.001) after the CP implementation. No significant differences in clinical outcomes, readmission rate, or secondary surgery rate were presented between the patients in the non-pathway and CP groups. CONCLUSION: Implementing a CP for patients with CBD stones is a safe mode to reduce the LOHS, hospital costs, antibiotic use, and complication rate. |
format | Online Article Text |
id | pubmed-6397721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Baishideng Publishing Group Inc |
record_format | MEDLINE/PubMed |
spelling | pubmed-63977212019-03-04 Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones Zhang, Wei Wang, Bing-Yi Du, Xiao-Yan Fang, Wei-Wei Wu, Han Wang, Lei Zhuge, Yu-Zheng Zou, Xiao-Ping World J Gastroenterol Retrospective Study BACKGROUND: A clinical pathway (CP) is a standardized approach for disease management. However, big data-based evidence is rarely involved in CP for related common bile duct (CBD) stones, let alone outcome comparisons before and after CP implementation. AIM: To investigate the value of CP implementation in patients with CBD stones undergoing endoscopic retrograde cholangiopancreatography (ERCP). METHODS: This retrospective study was conducted at Nanjing Drum Tower Hospital in patients with CBD stones undergoing ERCP from January 2007 to December 2017. The data and outcomes were compared by using univariate and multivariable regression/linear models between the patients who received conventional care (non-pathway group, n = 467) and CP care (pathway group, n = 2196). RESULTS: At baseline, the main differences observed between the two groups were the percentage of patients with multiple stones (P < 0.001) and incidence of cholangitis complication (P < 0.05). The percentage of antibiotic use and complications in the CP group were significantly less than those in the non-pathway group [adjusted odds ratio (OR) = 0.72, 95% confidence interval (CI): 0.55-0.93, P = 0.012, adjusted OR = 0.44, 95%CI: 0.33-0.59, P < 0.001, respectively]. Patients spent lower costs on hospitalization, operation, nursing, medication, and medical consumable materials (P < 0.001 for all), and even experienced shorter length of hospital stay (LOHS) (P < 0.001) after the CP implementation. No significant differences in clinical outcomes, readmission rate, or secondary surgery rate were presented between the patients in the non-pathway and CP groups. CONCLUSION: Implementing a CP for patients with CBD stones is a safe mode to reduce the LOHS, hospital costs, antibiotic use, and complication rate. Baishideng Publishing Group Inc 2019-02-28 2019-02-28 /pmc/articles/PMC6397721/ /pubmed/30833805 http://dx.doi.org/10.3748/wjg.v25.i8.1002 Text en ©The Author(s) 2019. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. |
spellingShingle | Retrospective Study Zhang, Wei Wang, Bing-Yi Du, Xiao-Yan Fang, Wei-Wei Wu, Han Wang, Lei Zhuge, Yu-Zheng Zou, Xiao-Ping Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
title | Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
title_full | Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
title_fullStr | Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
title_full_unstemmed | Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
title_short | Big-data analysis: A clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
title_sort | big-data analysis: a clinical pathway on endoscopic retrograde cholangiopancreatography for common bile duct stones |
topic | Retrospective Study |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6397721/ https://www.ncbi.nlm.nih.gov/pubmed/30833805 http://dx.doi.org/10.3748/wjg.v25.i8.1002 |
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