Twelve tips for educators supporting learner-centered AI integration in undergraduate medical education.

IF 4 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES
Diego F Niño, Ken Masters, Rakesh Patel, Sola Aoun Bahous, Davy Cheng, Alexis L Rossi
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引用次数: 0

Abstract

Artificial intelligence is reshaping medical education at a pace that outstrips most institutions' capacity to respond, yet practical, multi-domain guidance for educators remains limited. This article translates the first three levels of the International Advisory Committee for Artificial Intelligence (IACAI) Learner Matrix, the Intrapersonal, Micro, and Meso levels of a five-level socio-ecological framework, into 12 practical tips for educators and curriculum designers. The tips span foundational AI culture and literacy, ethical practice, critical tool evaluation, learning design, clinical skills integration, assessment, career preparation, curriculum co-design, research integrity, workforce readiness, and learner well-being. Each tip identifies a core challenge and offers concrete implementation strategies at the learner and institutional levels. Taken together, the tips provide a coherent, learner-centered scaffold to help educators worldwide prepare learners for AI-augmented practice.

教育工作者支持以学习者为中心的人工智能整合本科医学教育的12个建议。
人工智能正在以超过大多数机构应对能力的速度重塑医学教育,但对教育工作者的实用、多领域指导仍然有限。本文将国际人工智能咨询委员会(IACAI)学习者矩阵的前三个层次,即社会生态框架的五个层次中的内省、微观和中观层次,转化为教育工作者和课程设计师的12个实用技巧。这些技巧涵盖了基本的人工智能文化和素养、道德实践、关键工具评估、学习设计、临床技能整合、评估、职业准备、课程协同设计、研究诚信、劳动力准备和学习者福祉。每个技巧都确定了一个核心挑战,并在学习者和机构层面提供了具体的实施策略。综合起来,这些技巧提供了一个连贯的、以学习者为中心的框架,帮助世界各地的教育工作者为学习者做好人工智能增强实践的准备。
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
Medical Teacher
Medical Teacher 医学-卫生保健
CiteScore
7.80
自引率
8.50%
发文量
396
审稿时长
3-6 weeks
期刊介绍: Medical Teacher provides accounts of new teaching methods, guidance on structuring courses and assessing achievement, and serves as a forum for communication between medical teachers and those involved in general education. In particular, the journal recognizes the problems teachers have in keeping up-to-date with the developments in educational methods that lead to more effective teaching and learning at a time when the content of the curriculum—from medical procedures to policy changes in health care provision—is also changing. The journal features reports of innovation and research in medical education, case studies, survey articles, practical guidelines, reviews of current literature and book reviews. All articles are peer reviewed.
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