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输血指南对医疗网络内输血实践的差异影响。

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

机构信息

University Centre of Statistics in the Biomedical Sciences CUSSB, UniSR, Milan, Italy.

Vita-Salute San Raffaele University, UniSR, Milan, Italy.

出版信息

Sci Rep. 2023 Apr 17;13(1):6264. doi: 10.1038/s41598-023-33549-6.

Abstract

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.

摘要

临床实践指南是否对实践有重大影响尚不清楚。指南建议对临床实践的影响通常滞后于发布日期。我们通过数据驱动的方法评估了 2016 年瑞士 Smarter Medicine 发布的红细胞输血 (RBCT) 指南在医院网络内对 RBCT 实践的影响,该网络主要在内科专业中推广指南意识。我们分析了瑞士医院网络中 2014 年 1 月至 2021 年 4 月期间的 RBCT 数据,按医院地点和专业评估指南是否导致不适当的 RBCT 减少。如果患者的血红蛋白水平≥70 g/L 且无明显心血管合并症,或≥80 g/L 且有明显心血管合并症,则 RBCT 被定义为“不适当”。不适当输血率的变化采用包括广义加性模型在内的先进统计方法进行分析。总体而言,在 2017 年 3 月之前,不适当的 RBCT 多于适当的 RBCT,但在 2017 年 10 月之后,情况则相反。从输血数据中估计出时间趋势的变化点发生在 2017 年 3 月至 10 月之间的时间间隔内。这种变化主要是由内科病房的实践变化驱动的,而在重症监护、外科和肿瘤病房中没有观察到显著变化。实践的变化因医院地点而异。总之,我们的结果表明,在国家指南发布大约 18 个月后,医院层面的 RBCT 实践发生了显著变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8f92/10110520/d9fd631a78d2/41598_2023_33549_Fig1_HTML.jpg

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