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首页> 外文期刊>Advances in health sciences education: theory and practice >Factors affecting feeling-of-knowing in a medical intelligent tutoring system: the role of immediate feedback as a metacognitive scaffold.
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Factors affecting feeling-of-knowing in a medical intelligent tutoring system: the role of immediate feedback as a metacognitive scaffold.

机译:影响医疗智能辅导系统中知觉的因素:即时反馈作为元认知支架的作用。

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Previous studies in our laboratory have shown the benefits of immediate feedback on cognitive performance for pathology residents using an intelligent tutoring system (ITS) in pathology. In this study, we examined the effect of immediate feedback on metacognitive performance, and investigated whether other metacognitive scaffolds will support metacognitive gains when immediate feedback is faded. Twenty-three participants were randomized into intervention and control groups. For both groups, periods working with the ITS under varying conditions were alternated with independent computer-based assessments. On day 1, a within-subjects design was used to evaluate the effect of immediate feedback on cognitive and metacognitive performance. On day 2, a between-subjects design was used to compare the use of other metacognitive scaffolds (intervention group) against no metacognitive scaffolds (control group) on cognitive and metacognitive performance, as immediate feedback was faded. Measurements included learning gains (a measure of cognitive performance), as well as several measures of metacognitive performance, including Goodman-Kruskal gamma correlation (G), bias, and discrimination. For the intervention group, we also computed metacognitive measures during tutoring sessions. Results showed that immediate feedback in an intelligent tutoring system had a statistically significant positive effect on learning gains, G and discrimination. Removal of immediate feedback was associated with decreasing metacognitive performance, and this decline was not prevented when students used a version of the tutoring system that provided other metacognitive scaffolds. Results obtained directly from the ITS suggest that other metacognitive scaffolds do have a positive effect on G and discrimination, as immediate feedback is faded. We conclude that immediate feedback had a positive effect on both metacognitive and cognitive gains in a medical tutoring system. Other metacognitive scaffolds were not sufficient to replace immediate feedback in this study. However, results obtained directly from the tutoring system are not consistent with results obtained from assessments. In order to facilitate transfer to real-world tasks, further research will be needed to determine the optimum methods for supporting metacognition as immediate feedback is faded.
机译:我们实验室中的先前研究表明,使用病理学智能辅导系统(ITS)对病理学居民的认知表现进行即时反馈的好处。在这项研究中,我们检查了即时反馈对元认知表现的影响,并调查了当即时反馈消失时其他元认知支架是否会支持元认知收益。 23名参与者被随机分为干预组和对照组。对于两组,在不同条件下与ITS合作的时期都与基于计算机的独立评估交替进行。在第1天,采用受试者内部设计来评估即时反馈对认知和元认知表现的影响。在第2天,受试者之间的设计用于比较其他元认知支架(干预组)与无元认知支架(对照组)在认知和元认知表现上的使用,因为即时反馈逐渐消失。衡量标准包括学习成绩(衡量认知能力的指标)以及一些元认知表现的指标,包括Goodman-Kruskal伽玛相关性(G),偏倚和歧视。对于干预组,我们还在补习期间计算了元认知测度。结果表明,智能补习系统中的即时反馈对学习增益,G和歧视具有统计上显着的积极影响。立即反馈的删除与元认知能力的下降有关,当学生使用提供其他元认知支架的辅导系统时,这种下降是无法避免的。从ITS直接获得的结果表明,其他即时认知支架的确对G和歧视产生积极影响,因为即时反馈逐渐消失。我们得出的结论是,即时反馈对医学辅导系统中的元认知和认知获得都有积极影响。其他元认知支架不足以取代本研究中的即时反馈。但是,直接从补习系统获得的结果与从评估中获得的结果不一致。为了促进转移到现实世界的任务,将需要进一步的研究,以确定立即反馈消失时支持元认知的最佳方法。

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