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Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting

BACKGROUND: The introduction of minimal invasive principles in colorectal surgery was a major breakthrough, resulting in multiple clinical benefits, at the cost, though, of a notably steep learning process. The development of structured nation-wide training programs led to the easier completion of t...

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Autores principales: Perivoliotis, Konstantinos, Baloyiannis, Ioannis, Mamaloudis, Ioannis, Volakakis, Georgios, Valaroutsos, Alex, Tzovaras, George
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265254/
https://www.ncbi.nlm.nih.gov/pubmed/35978712
http://dx.doi.org/10.4253/wjge.v14.i6.387
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author Perivoliotis, Konstantinos
Baloyiannis, Ioannis
Mamaloudis, Ioannis
Volakakis, Georgios
Valaroutsos, Alex
Tzovaras, George
author_facet Perivoliotis, Konstantinos
Baloyiannis, Ioannis
Mamaloudis, Ioannis
Volakakis, Georgios
Valaroutsos, Alex
Tzovaras, George
author_sort Perivoliotis, Konstantinos
collection PubMed
description BACKGROUND: The introduction of minimal invasive principles in colorectal surgery was a major breakthrough, resulting in multiple clinical benefits, at the cost, though, of a notably steep learning process. The development of structured nation-wide training programs led to the easier completion of the learning curve; however, these programs are not yet universally available, thus prohibiting the wider adoption of laparoscopic colorectal surgery. AIM: To display our experience in the learning curve status of laparoscopic colorectal surgery under a non-structured training setting. METHODS: We analyzed all laparoscopic colorectal procedures performed in the 2012-2019 period under a non-structured training setting. Cumulative sum analysis and change-point analysis (CPA) were introduced. RESULTS: Overall, 214 patients were included. In terms of operative time, CPA identified the 110(th) case as the first turning point. A plateau was reached after the 145(th) case. Subgroup analysis estimated the 58(th )for colon and 52(nd) case for rectum operations as the respective turning points. A learning curve pattern was confirmed for pathology outcomes, but not in the conversion to open surgery and morbidity endpoints. CONCLUSION: The learning curves in our setting validate the comparability of the results, despite the absence of National or Surgical Society driven training programs.
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spelling pubmed-92652542022-08-16 Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting Perivoliotis, Konstantinos Baloyiannis, Ioannis Mamaloudis, Ioannis Volakakis, Georgios Valaroutsos, Alex Tzovaras, George World J Gastrointest Endosc Retrospective Study BACKGROUND: The introduction of minimal invasive principles in colorectal surgery was a major breakthrough, resulting in multiple clinical benefits, at the cost, though, of a notably steep learning process. The development of structured nation-wide training programs led to the easier completion of the learning curve; however, these programs are not yet universally available, thus prohibiting the wider adoption of laparoscopic colorectal surgery. AIM: To display our experience in the learning curve status of laparoscopic colorectal surgery under a non-structured training setting. METHODS: We analyzed all laparoscopic colorectal procedures performed in the 2012-2019 period under a non-structured training setting. Cumulative sum analysis and change-point analysis (CPA) were introduced. RESULTS: Overall, 214 patients were included. In terms of operative time, CPA identified the 110(th) case as the first turning point. A plateau was reached after the 145(th) case. Subgroup analysis estimated the 58(th )for colon and 52(nd) case for rectum operations as the respective turning points. A learning curve pattern was confirmed for pathology outcomes, but not in the conversion to open surgery and morbidity endpoints. CONCLUSION: The learning curves in our setting validate the comparability of the results, despite the absence of National or Surgical Society driven training programs. Baishideng Publishing Group Inc 2022-06-16 2022-06-16 /pmc/articles/PMC9265254/ /pubmed/35978712 http://dx.doi.org/10.4253/wjge.v14.i6.387 Text en ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (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
Perivoliotis, Konstantinos
Baloyiannis, Ioannis
Mamaloudis, Ioannis
Volakakis, Georgios
Valaroutsos, Alex
Tzovaras, George
Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting
title Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting
title_full Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting
title_fullStr Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting
title_full_unstemmed Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting
title_short Change point analysis validation of the learning curve in laparoscopic colorectal surgery: Experience from a non-structured training setting
title_sort change point analysis validation of the learning curve in laparoscopic colorectal surgery: experience from a non-structured training setting
topic Retrospective Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9265254/
https://www.ncbi.nlm.nih.gov/pubmed/35978712
http://dx.doi.org/10.4253/wjge.v14.i6.387
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