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Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis

BACKGROUND AND OBJECTIVES: Many studies have attempted cost analysis of laparoscopic cholecystectomy as compared to open cholecystectomy. However, these analyses have included costs, charges, expenses, etc., and at times they have been used interchangeably. This paper demonstrates how DRG diagrams c...

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Autores principales: Weiland, Dennis Edward, Caruso, Daniel Martin, Kassir, Andrew, Bay, Ralph Curtis, Malone, James M.
Formato: Texto
Lenguaje:English
Publicado: Society of Laparoendoscopic Surgeons 1997
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3021267/
https://www.ncbi.nlm.nih.gov/pubmed/9876669
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author Weiland, Dennis Edward
Caruso, Daniel Martin
Kassir, Andrew
Bay, Ralph Curtis
Malone, James M.
author_facet Weiland, Dennis Edward
Caruso, Daniel Martin
Kassir, Andrew
Bay, Ralph Curtis
Malone, James M.
author_sort Weiland, Dennis Edward
collection PubMed
description BACKGROUND AND OBJECTIVES: Many studies have attempted cost analysis of laparoscopic cholecystectomy as compared to open cholecystectomy. However, these analyses have included costs, charges, expenses, etc., and at times they have been used interchangeably. This paper demonstrates how DRG diagrams containing charges and length-of-stay, preoperative prediction of conversion rates, decision-tree construction and sensitivity analysis can be used to select the most cost-efficient operation for a given patient with cholecystitis. METHODS: A Delta DRG analysis for complicated cholecystectomy (DRG 195) showed the hospital to be an extreme outlier in both charges and length of stay. Record review indicated that 55% of the cases were converted laparoscopic cholecystectomies and the remainder were aged or younger patients with advanced disease. Chart and literature review determined the causes and the probability of conversion. Data were then placed into decision-tree and sensitivity analyses. The most cost-effective operation for a given probability of conversion was demonstrated. RESULTS: Three preoperative findings and combinations of each predicted conversion rates and analysis showed that the charge of laparoscopic cholecystectomy must be held below the range of $5,36l - $13,084 to make routine laparoscopic cholecystectomy cost-effective. CONCLUSIONS: This method demonstrated that using Delta/DRG, decision-tree and sensitivity analysis offers physicians, hospitals and other health-care providers a method of evaluating the treatment of DRG categories to determine the most cost-effective management.
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spelling pubmed-30212672011-02-17 Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis Weiland, Dennis Edward Caruso, Daniel Martin Kassir, Andrew Bay, Ralph Curtis Malone, James M. JSLS Commentary BACKGROUND AND OBJECTIVES: Many studies have attempted cost analysis of laparoscopic cholecystectomy as compared to open cholecystectomy. However, these analyses have included costs, charges, expenses, etc., and at times they have been used interchangeably. This paper demonstrates how DRG diagrams containing charges and length-of-stay, preoperative prediction of conversion rates, decision-tree construction and sensitivity analysis can be used to select the most cost-efficient operation for a given patient with cholecystitis. METHODS: A Delta DRG analysis for complicated cholecystectomy (DRG 195) showed the hospital to be an extreme outlier in both charges and length of stay. Record review indicated that 55% of the cases were converted laparoscopic cholecystectomies and the remainder were aged or younger patients with advanced disease. Chart and literature review determined the causes and the probability of conversion. Data were then placed into decision-tree and sensitivity analyses. The most cost-effective operation for a given probability of conversion was demonstrated. RESULTS: Three preoperative findings and combinations of each predicted conversion rates and analysis showed that the charge of laparoscopic cholecystectomy must be held below the range of $5,36l - $13,084 to make routine laparoscopic cholecystectomy cost-effective. CONCLUSIONS: This method demonstrated that using Delta/DRG, decision-tree and sensitivity analysis offers physicians, hospitals and other health-care providers a method of evaluating the treatment of DRG categories to determine the most cost-effective management. Society of Laparoendoscopic Surgeons 1997 /pmc/articles/PMC3021267/ /pubmed/9876669 Text en © 1997 by JSLS, Journal of the Society of Laparoendoscopic Surgeons. This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial No Derivatives License (http://creativecommons.org/licenses/by-nc-nd/3.0/), which permits for noncommercial use, distribution, and reproduction in any medium, provided the original work is properly cited and is not altered in any way.
spellingShingle Commentary
Weiland, Dennis Edward
Caruso, Daniel Martin
Kassir, Andrew
Bay, Ralph Curtis
Malone, James M.
Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis
title Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis
title_full Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis
title_fullStr Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis
title_full_unstemmed Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis
title_short Using Delta/DRG Diagrams and Decision Tree Analysis to Select a Cost-Effective Surgery for Cholecystitis
title_sort using delta/drg diagrams and decision tree analysis to select a cost-effective surgery for cholecystitis
topic Commentary
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3021267/
https://www.ncbi.nlm.nih.gov/pubmed/9876669
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