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Differential impact of transfusion guidelines on blood transfusion practices within a health network

Whether clinical practice guidelines have a significant impact on practice is unclear. The effect of guideline recommendations on clinical practice often a lags behind the date of publication. We evaluated by means of a data-driven approach if and when the guidelines on red blood cell transfusions (...

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Autores principales: Balafas, Spyros, Gagliano, Vanessa, Di Serio, Clelia, Guidugli, Giuglia Andrea, Saporito, Andrea, Gabutti, Luca, Ferrari, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109235/
https://www.ncbi.nlm.nih.gov/pubmed/37069210
http://dx.doi.org/10.1038/s41598-023-33549-6
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author Balafas, Spyros
Gagliano, Vanessa
Di Serio, Clelia
Guidugli, Giuglia Andrea
Saporito, Andrea
Gabutti, Luca
Ferrari, Paolo
author_facet Balafas, Spyros
Gagliano, Vanessa
Di Serio, Clelia
Guidugli, Giuglia Andrea
Saporito, Andrea
Gabutti, Luca
Ferrari, Paolo
author_sort Balafas, Spyros
collection PubMed
description Whether clinical practice guidelines have a significant impact on practice is unclear. The effect of guideline recommendations on clinical practice often a lags behind the date of publication. We evaluated by means of a data-driven approach if and when the guidelines on red blood cell transfusions (RBCTs) issued by Swiss Smarter Medicine in 2016 had an impact on RBCTs practice within a hospital network, where awareness of guidelines was promoted mainly among internal medicine specialties. Data on RBCTs performed in a Swiss hospital network from January 2014 to April 2021 were analyzed by hospital site and specialty to assess whether guidelines led to a decrease in inappropriate RBCTs. RBCTs were defined as “inappropriate” if patients had a hemoglobin level ≥ 70 g/L without or ≥ 80 g/L with significant cardiovascular comorbidities. Changes in the rate of inappropriate transfusions were analyzed with an advanced statistical approach that included generalized additive models. Overall prior to March 2017 there were more inappropriate than appropriate RBCTs, but after October 2017 the opposite could be observed. A change-point in the time trend was estimated from transfusion data to occur in the time interval between March and October 2017. This change was mainly driven by practice changes in the medical wards, while no significant change was observed in the critical care, surgical and oncology wards. Change in practice varied by hospital site. In conclusion, our results show that a significant change in the RBCTs practice at the hospital level occurred approximately 18 months after national guidelines were issued.
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spelling pubmed-101092352023-04-18 Differential impact of transfusion guidelines on blood transfusion practices within a health network Balafas, Spyros Gagliano, Vanessa Di Serio, Clelia Guidugli, Giuglia Andrea Saporito, Andrea Gabutti, Luca Ferrari, Paolo Sci Rep Article Whether clinical practice guidelines have a significant impact on practice is unclear. The effect of guideline recommendations on clinical practice often a lags behind the date of publication. We evaluated by means of a data-driven approach if and when the guidelines on red blood cell transfusions (RBCTs) issued by Swiss Smarter Medicine in 2016 had an impact on RBCTs practice within a hospital network, where awareness of guidelines was promoted mainly among internal medicine specialties. Data on RBCTs performed in a Swiss hospital network from January 2014 to April 2021 were analyzed by hospital site and specialty to assess whether guidelines led to a decrease in inappropriate RBCTs. RBCTs were defined as “inappropriate” if patients had a hemoglobin level ≥ 70 g/L without or ≥ 80 g/L with significant cardiovascular comorbidities. Changes in the rate of inappropriate transfusions were analyzed with an advanced statistical approach that included generalized additive models. Overall prior to March 2017 there were more inappropriate than appropriate RBCTs, but after October 2017 the opposite could be observed. A change-point in the time trend was estimated from transfusion data to occur in the time interval between March and October 2017. This change was mainly driven by practice changes in the medical wards, while no significant change was observed in the critical care, surgical and oncology wards. Change in practice varied by hospital site. In conclusion, our results show that a significant change in the RBCTs practice at the hospital level occurred approximately 18 months after national guidelines were issued. Nature Publishing Group UK 2023-04-17 /pmc/articles/PMC10109235/ /pubmed/37069210 http://dx.doi.org/10.1038/s41598-023-33549-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Balafas, Spyros
Gagliano, Vanessa
Di Serio, Clelia
Guidugli, Giuglia Andrea
Saporito, Andrea
Gabutti, Luca
Ferrari, Paolo
Differential impact of transfusion guidelines on blood transfusion practices within a health network
title Differential impact of transfusion guidelines on blood transfusion practices within a health network
title_full Differential impact of transfusion guidelines on blood transfusion practices within a health network
title_fullStr Differential impact of transfusion guidelines on blood transfusion practices within a health network
title_full_unstemmed Differential impact of transfusion guidelines on blood transfusion practices within a health network
title_short Differential impact of transfusion guidelines on blood transfusion practices within a health network
title_sort differential impact of transfusion guidelines on blood transfusion practices within a health network
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109235/
https://www.ncbi.nlm.nih.gov/pubmed/37069210
http://dx.doi.org/10.1038/s41598-023-33549-6
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