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我们是否正面临医学领域的第四次范式转变——教育中的算法?

Do we face a fourth paradigm shift in medicine--algorithms in education?

作者信息

Eitel F, Kanz K G, Hortig E, Tesche A

机构信息

Chirurgische Klinik, Klinikum Innenstadt, Ludwig-Maximilians-Universitaet, München, Germany.

出版信息

J Eval Clin Pract. 2000 Aug;6(3):321-33. doi: 10.1046/j.1365-2753.2000.00229.x.

DOI:10.1046/j.1365-2753.2000.00229.x
PMID:11083042
Abstract

Medicine has evolved toward rationalization since the Enlightenment, favouring quantitative measures. Now, a paradigm shift toward control through formalization can be observed in health care whose structures and processes are subjected to increasing standardization. However, educational reforms and curricula do not yet adequately respond to this shift. The aim of this article is to describe innovative approaches in medical education for adapting to these changes. The study design is a descriptive case report relying on a literature review and on a reform project's evaluation. Concept mapping is used to graphically represent relationships among concepts, i.e. defined terms from educational literature. Definitions of 'concept map', 'guideline' and 'algorithm' are presented. A prototypical algorithm for organizational decision making in the project's instructional design is shown. Evaluation results of intrinsic learning motivation are demonstrated: intrinsic learning motivation depends upon students' perception of their competence exhibiting path coefficients varying from 0.42 to 0.51. Perception of competence varies with the type of learning environment. An innovative educational format, called 'evidence-based learning (EBL)' is deduced from these findings and described here. Effects of formalization consist of structuring decision making about implementation of different learning environments or about minimizing variance in teaching or learning. Unintended effects of formalization such as implementation problems and bureaucracy are discussed. Formalized tools for designing medical education are available. Specific instructional designs influence students' learning motivation. Concept maps are suitable for controlling educational quality, thus enabling the paradigm shift in medical education.

摘要

自启蒙运动以来,医学朝着合理化发展,倾向于定量测量。如今,在医疗保健领域可以观察到一种向通过形式化进行控制的范式转变,其结构和流程正日益标准化。然而,教育改革和课程设置尚未充分应对这一转变。本文旨在描述医学教育中适应这些变化的创新方法。研究设计是一份描述性案例报告,依赖于文献综述和一个改革项目的评估。概念图用于以图形方式表示概念之间的关系,即教育文献中定义的术语。给出了“概念图”“指南”和“算法”的定义。展示了该项目教学设计中用于组织决策的原型算法。展示了内在学习动机的评估结果:内在学习动机取决于学生对自身能力的感知,其路径系数在0.42至0.51之间变化。能力感知因学习环境类型而异。从这些发现中推导出一种名为“循证学习(EBL)”的创新教育形式并在此进行描述。形式化的作用包括构建关于不同学习环境实施的决策,或关于最小化教学或学习中的差异。讨论了形式化的意外影响,如实施问题和官僚作风。有用于设计医学教育的形式化工具。特定的教学设计会影响学生的学习动机。概念图适用于控制教育质量,从而推动医学教育的范式转变。

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引用本文的文献

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Occup Ther Int. 2018 Apr 24;2018:8967572. doi: 10.1155/2018/8967572. eCollection 2018.
2
'Toning' up hypotonia assessment: A proposal and critique.“增强”肌张力减退评估:一项提议与批评
Afr J Disabil. 2016 May 26;5(1):231. doi: 10.4102/ajod.v5i1.231. eCollection 2016.
3
Development of an evidence-based clinical algorithm for practice in hypotonia assessment: a proposal.基于证据的肌张力减退评估临床实践算法的开发:一项提议。
JMIR Res Protoc. 2014 Dec 5;3(4):e71. doi: 10.2196/resprot.3581.
4
The formal requirements of algorithms and their implications in clinical medicine and quality management.算法的形式要求及其在临床医学和质量管理中的意义。
Langenbecks Arch Surg. 2011 Jan;396(1):31-40. doi: 10.1007/s00423-010-0713-3. Epub 2010 Nov 2.
5
Complementary and conventional medicine: a concept map.补充医学与传统医学:概念图
BMC Complement Altern Med. 2004 Feb 3;4:2. doi: 10.1186/1472-6882-4-2.