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变量检索在有效学习中的作用。

The role of variable retrieval in effective learning.

机构信息

Faculty of Psychology in Warsaw, SWPS University, Warszawa 03-815, Poland.

Faculty of Psychology and Cognitive Science, Adam Mickiewicz University, Poznań 60-568, Poland.

出版信息

Proc Natl Acad Sci U S A. 2024 Oct 29;121(44):e2413511121. doi: 10.1073/pnas.2413511121. Epub 2024 Oct 25.

Abstract

Current research on memory indicates that learning is most effective when it involves spaced retrieval practice of study materials. Here, we investigated whether the benefits of both retrieval practice and spacing can be further boosted when variability is introduced across practice sessions. Across six experiments, participants learned translations of foreign vocabulary, with foreign words embedded in contextual sentences hinting at the meaning of these words. These sentences were then either kept constant or varied from one learning cycle to another. Whenever repeated practice took the form of retrieval from long-term memory with contextual sentences serving as cues (with or without feedback after retrieval attempts), variable sentences led to better learning of the meanings of the embedded foreign words than constant sentences. The benefits of variable retrieval were observed both immediately after study and after a 24-h delay, and they were larger when retrieval practice was spaced rather than massed. However, these benefits were not appreciated by the learners who judged learning to be more effective with constant rather than variable cues. This metacognitive illusion, misaligning the effectiveness of learning and its appraisal by learners, was confirmed in the seventh experiment which focused on learning lecture content. Thus, while spaced retrieval practice employing variable cues clearly produces robust benefits for memory performance, such benefits may be severely underappreciated by the learners.

摘要

目前的记忆研究表明,当学习涉及到对学习材料的间隔检索练习时,学习效果最佳。在这里,我们研究了当在练习过程中引入变异性时,检索练习和间隔的好处是否可以进一步提高。在六个实验中,参与者学习了外语词汇的翻译,外语单词嵌入在暗示这些单词含义的语境句子中。然后,这些句子要么保持不变,要么从一个学习周期到另一个学习周期发生变化。每当重复练习采用从长期记忆中检索的形式,用语境句子作为提示(在检索尝试后是否有反馈)时,变化的句子比不变的句子更有助于学习嵌入的外语单词的含义。在学习后立即和 24 小时延迟后都观察到了可变检索的好处,并且当检索练习间隔而不是集中时,好处更大。然而,学习者并没有意识到这些好处,他们认为恒定而不是可变的提示更能有效地学习。在第七个实验中,重点关注讲座内容的学习,证实了这种元认知错觉,即学习者对学习的评估与学习的有效性不匹配。因此,虽然使用可变提示的间隔检索练习显然对记忆表现产生了强大的好处,但学习者可能严重低估了这些好处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6cea/11536137/e90997a21b13/pnas.2413511121fig01.jpg

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