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Tips for Teachers of Evidence-based Medicine: Making Sense of Decision Analysis Using a Decision Tree

机译:给循证医学老师的提示:使用决策树理解决策分析

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摘要

Decision analysis is a tool that clinicians can use to choose an option that maximizes the overall net benefit to a patient. It is an explicit, quantitative, and systematic approach to decision making under conditions of uncertainty. In this article, we present two teaching tips aimed at helping clinical learners understand the use and relevance of decision analysis. The first tip demonstrates the structure of a decision tree. With this tree, a clinician may identify the optimal choice among complicated options by calculating probabilities of events and incorporating patient valuations of possible outcomes. The second tip demonstrates how to address uncertainty regarding the estimates used in a decision tree. We field tested the tips twice with interns and senior residents. Teacher preparatory time was approximately 90 minutes. The field test utilized a board and a calculator. Two handouts were prepared. Learners identified the importance of incorporating values into the decision-making process as well as the role of uncertainty. The educational objectives appeared to be reached. These teaching tips introduce clinical learners to decision analysis in a fashion aimed to illustrate principles of clinical reasoning and how patient values can be actively incorporated into complex decision making.
机译:决策分析是临床医生可以用来选择使患者的总体净收益最大化的选项的工具。这是在不确定条件下进行决策的一种明确,定量和系统的方法。在本文中,我们提出了两个教学技巧,旨在帮助临床学习者了解决策分析的用途和相关性。第一个技巧演示了决策树的结构。有了这棵树,临床医生可以通过计算事件的概率并结合患者对可能结果的评估来确定复杂选择中的最佳选择。第二个技巧演示了如何解决决策树中使用的估计的不确定性。我们与实习生和资深居民进行了两次实地测试。老师的准备时间约为90分钟。现场测试使用了一块板子和一个计算器。准备了两份讲义。学习者认识到将价值纳入决策过程的重要性以及不确定性的作用。教育目标似乎已经达到。这些教学技巧将临床学习者介绍给决策分析,其方式旨在说明临床推理的原理以及如何将患者的价值观积极地纳入复杂的决策中。

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