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将测试增强学习的双重记忆模型扩展到分布和个体差异。

Extension of the dual-memory model of test-enhanced learning to distributions and individual differences.

机构信息

Department of Psychology, University of California, San Diego, 9500 Gilman Drive, San Diego, CA, 91093, USA.

出版信息

Psychon Bull Rev. 2020 Aug;27(4):783-790. doi: 10.3758/s13423-020-01734-7.

DOI:10.3758/s13423-020-01734-7
PMID:32409922
Abstract

The dual-memory model of test-enhanced learning (Rickard & Pan, 2018, Psychonomic Bulletin & Review, 25[3], 847-869) provides empirically supported quantitative predictions about multiple core phenomena for the case of cued recall. That model has been evaluated to date only for mean proportion correct. However, it also makes predictions about the distribution over subjects for both test-condition proportion correct and testing-effect magnitude. As a consequence, it makes predictions about aggregate individual difference effects on learning through testing. The current paper evaluates those and other predictions, focusing on a data set of 509 subjects aggregated over multiple experiments that were conducted in my laboratory. Results show that the distribution predictions hold to a close approximation for materials ranging from paired associates to history facts, and for retention intervals ranging from 1 to 7 days. The distribution analyses also allow for a novel assessment of whether accuracy on a training test with feedback is a determinant of testing-effect magnitude, and the results suggest constraints on alternative models. Limitations and prospects are discussed.

摘要

测试增强学习的双重记忆模型(Rickard & Pan,2018,《心理学报与评论》,25[3],847-869)为提示回忆的情况下的多个核心现象提供了经验支持的定量预测。迄今为止,该模型仅针对平均比例正确进行了评估。然而,它还对测试条件比例正确和测试效应幅度的受试者分布做出了预测。因此,它对通过测试进行的学习的总体个体差异效应做出了预测。本文评估了这些和其他预测,重点关注了我实验室进行的多个实验中汇总的 509 名受试者的数据集。结果表明,对于从配对联想到历史事实的材料以及从 1 天到 7 天的保留间隔,分布预测都非常接近。分布分析还可以对具有反馈的训练测试的准确性是否是测试效应幅度的决定因素进行新的评估,结果表明对替代模型的限制。讨论了局限性和前景。

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引用本文的文献

1
Prior episodic learning and the efficacy of retrieval practice.先前的情节学习和检索练习的效果。
Mem Cognit. 2022 May;50(4):722-735. doi: 10.3758/s13421-021-01236-4. Epub 2021 Sep 20.

本文引用的文献

1
Individual differences in long-term memory.个体的长期记忆差异。
Psychol Bull. 2019 Jan;145(1):79-139. doi: 10.1037/bul0000176.
2
The benefits of retrieval practice depend on item difficulty and intelligence.检索练习的益处取决于项目难度和智力水平。
J Exp Psychol Learn Mem Cogn. 2018 Sep;44(9):1474-1486. doi: 10.1037/xlm0000486. Epub 2018 Apr 12.
3
Retrieval attempts enhance learning, but retrieval success (versus failure) does not matter.检索尝试能增强学习效果,但检索成功(与失败相比)并无影响。
J Exp Psychol Learn Mem Cogn. 2015 Jan;41(1):283-294. doi: 10.1037/a0037850. Epub 2014 Oct 20.
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The effect of testing versus restudy on retention: a meta-analytic review of the testing effect.测试与重测对保持效果的影响:测试效应的元分析综述。
Psychol Bull. 2014 Nov;140(6):1432-63. doi: 10.1037/a0037559. Epub 2014 Aug 25.
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The critical role of retrieval practice in long-term retention.检索练习在长期保持中的关键作用。
Trends Cogn Sci. 2011 Jan;15(1):20-7. doi: 10.1016/j.tics.2010.09.003. Epub 2010 Oct 15.
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Why testing improves memory: mediator effectiveness hypothesis.为什么测试可以提高记忆力:中介有效性假设。
Science. 2010 Oct 15;330(6002):335. doi: 10.1126/science.1191465.
7
Cue strength as a moderator of the testing effect: the benefits of elaborative retrieval.线索强度作为测试效应的调节者:精细提取的益处。
J Exp Psychol Learn Mem Cogn. 2009 Nov;35(6):1563-9. doi: 10.1037/a0017021.