Department of Education, Saarland University, Saarbrücken, Germany.
Institute for Medical Education, University Hospital of LMU Munich, Munich, Germany.
Adv Health Sci Educ Theory Pract. 2019 May;24(2):331-351. doi: 10.1007/s10459-018-09870-5. Epub 2019 Jan 9.
The present study aims at fostering undergraduate medical students' clinical reasoning by learning from errors. By fostering the acquisition of "negative knowledge" about typical cognitive errors in the medical reasoning process, we support learners in avoiding future erroneous decisions and actions in similar situations. Since learning from errors is based on self-explanation activities, we provided additional prompting procedures to foster the effectiveness of the error-based instructional approach. The extent of instructional support in a web-based learning environment with erroneous clinical case examples was varied in a one-factorial design with three groups by either presenting the cases as (a) unsupported worked examples or by providing the participants with (b) closed prompts in the form of multiple-choice tasks or (c) with open reflection prompts during the learning process. Despite significant learning progress in all conditions, neither prompting procedure improved the learning outcomes beyond the level of the unsupported worked example condition. In contrast to our hypotheses, the unsupported worked example condition was the most effective with respect to fostering clinical reasoning performance. The effects of the learning conditions on clinical reasoning performance was mediated by cognitive load, and moderated by the students' self-efficacy. Both prompting procedures increased extraneous cognitive load. For learners with low self-efficacy, the prompting procedures interfered with effective learning from errors. Although our error-based instructional approach substantially improved clinical reasoning, additional instructional measures intended to support error-based learning processes may overtax learners in an early phase of clinical expertise development and should therefore only be used in moderation.
本研究旨在通过从错误中学习来培养医学生的临床推理能力。通过学习医学推理过程中典型认知错误的“负面知识”,我们支持学习者避免在类似情况下做出未来错误的决策和行动。由于从错误中学习是基于自我解释活动的,我们提供了额外的提示程序来提高基于错误的教学方法的效果。在一个基于网络的学习环境中,通过单一因素设计,我们在错误的临床案例中以三种方式改变了教学支持的程度,即(a)提供无支持的工作示例,或(b)以多项选择任务的形式提供封闭提示,或(c)在学习过程中提供开放的反思提示。尽管所有条件下都有显著的学习进展,但提示程序都没有在无支持的工作示例条件之外提高学习效果。与我们的假设相反,无支持的工作示例条件在培养临床推理表现方面是最有效的。学习条件对临床推理表现的影响是由认知负荷介导的,并由学生的自我效能感调节。两种提示程序都增加了外在认知负荷。对于自我效能感低的学习者来说,提示程序干扰了有效的错误学习。虽然我们的基于错误的教学方法大大提高了临床推理能力,但旨在支持基于错误的学习过程的额外教学措施可能会在临床专业知识发展的早期阶段给学习者带来过重的负担,因此应该适度使用。