Safely learning Intensive Care Unit management by using a Management Flight Simulator

IF 1.5 Q3 HEALTH CARE SCIENCES & SERVICES
Daniel Garcia-Vicuña , Laida Esparza , Fermin Mallor
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引用次数: 3

Abstract

This paper presents the development of the first Management Flight Simulator of an Intensive Care Unit (ICU). It allows analyzing the physician decision-making related to the admission and discharge of patients and it can be used as a learning–training tool. The discrete event simulation model developed mimics real admission and discharge processes in ICUs, and it recreates the health status of the patients by using real clinical data (instead of using a single value for the length of stay). This flexible tool, which allows recreating ICUs with different characteristics (number of beds, type of patients that arrive, congestion level...), has been used and validated by ICU physicians and nurses of four hospitals. We show through preliminary results the variability among physicians in the decision-making concerning the dilemma of the last bed, which is dealt in a broad sense: it is not only about how the last available ICU bed is assigned but also about how the physician makes decisions about the admission and discharge of patients as the ICU is getting full. The simulator is freely available on the internet to be used by any interested user (https://emi-sstcdapp.unavarra.es/ICU-simulator).

使用管理飞行模拟器安全学习重症监护病房管理
本文介绍了重症监护病房(ICU)的第一个管理飞行模拟器的发展。它允许分析与病人入院和出院相关的医生决策,它可以用作学习培训工具。所开发的离散事件模拟模型模拟了icu的真实入院和出院过程,并通过使用真实的临床数据(而不是使用单一的住院时间值)重新创建了患者的健康状态。这个灵活的工具允许重新创建具有不同特征(床位数量、到达的患者类型、拥堵程度……)的ICU,已被四家医院的ICU医生和护士使用并验证。我们通过初步结果展示了医生在决策中关于最后一张床的困境的可变性,这是在广义上处理的:它不仅是关于如何分配最后一个可用的ICU床位,而且关于医生如何在ICU满员时做出关于患者入院和出院的决定。模拟器可以在互联网上免费获得,任何感兴趣的用户都可以使用(https://emi-sstcdapp.unavarra.es/ICU-simulator)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Operations Research for Health Care
Operations Research for Health Care HEALTH CARE SCIENCES & SERVICES-
CiteScore
3.90
自引率
0.00%
发文量
9
审稿时长
69 days
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