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学习判断会损害基于规则的发现。

Judgments of learning impair rule-based discovery.

作者信息

Double Kit S, Tran Dominic, Goldwater Micah B

机构信息

School of Psychology, The University of Sydney, Sydney, NSW, Australia.

出版信息

Mem Cognit. 2025 Jun 4. doi: 10.3758/s13421-025-01737-6.

DOI:10.3758/s13421-025-01737-6
PMID:40464843
Abstract

Eliciting judgments of learning (JOLs) from participants has been shown to enhance memory recall on paired-associates tasks in some contexts, a reactivity effect. However, little is known about the effect of JOLs on forms of learning where the task requires generalizing beyond the training set, such as in category learning. Here, we explore the effect of JOLs on relational rule discovery using a categorization paradigm. In Experiments 1 and 2, where both a relational rule and visual stimulus features can be effectively used for categorization, we show that JOLs impair rule discovery but do not affect memorization of visual features. In Experiment 3, we modified the task such that only a relational rule could be used to categorize stimuli and observed no evidence of reactivity. We explain these findings using a conservative strategy-shift account of reactivity, which proposes that eliciting JOLs causes participants to shift strategies to utilize the more obviously rewarded strategy. Specifically, when participants have multiple viable strategies, JOLs shift participants' categorization strategy away from rule discovery and instead encourage a more obvious strategy based on memorization of visual features.

摘要

研究表明,在某些情况下,让参与者做出学习判断(JOLs)能增强其在配对联想任务中的记忆回忆,这是一种反应效应。然而,对于JOLs对任务需要在训练集之外进行泛化的学习形式(如类别学习)的影响,我们却知之甚少。在此,我们使用分类范式来探究JOLs对关系规则发现的影响。在实验1和实验2中,关系规则和视觉刺激特征都能有效地用于分类,我们发现JOLs会损害规则发现,但不会影响视觉特征的记忆。在实验3中,我们修改了任务,使得只有关系规则可用于刺激分类,并未观察到反应效应的证据。我们使用反应性的保守策略转变解释来阐述这些发现,该解释认为引出JOLs会使参与者转变策略,以采用更明显有回报的策略。具体而言,当参与者有多种可行策略时,JOLs会使参与者的分类策略从规则发现转变,转而鼓励基于视觉特征记忆的更明显策略。

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1
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本文引用的文献

1
Do Judgments of Learning Impair Recall When Uninformative Cues Are Salient?当无信息线索显著时,学习判断会影响回忆吗?
J Intell. 2023 Oct 23;11(10):203. doi: 10.3390/jintelligence11100203.
2
Judgments of Learning Following Retrieval Practice Produce Minimal Reactivity Effect on Learning of Education-Related Materials.检索练习后学习判断对教育相关材料学习产生的反应性影响极小。
J Intell. 2023 Sep 29;11(10):190. doi: 10.3390/jintelligence11100190.
3
The Forward Effect of Delayed Judgments of Learning Is Influenced by Difficulty in Memory and Category Learning.
学习判断延迟的前向效应受记忆难度和类别学习的影响。
J Intell. 2023 May 25;11(6):101. doi: 10.3390/jintelligence11060101.
4
Metamemory judgments have dissociable reactivity effects on item and interitem relational memory.元记忆判断对项目及项目间关系记忆具有可分离的反应性效应。
J Exp Psychol Learn Mem Cogn. 2023 Apr;49(4):557-574. doi: 10.1037/xlm0001160. Epub 2023 Feb 27.
5
Why do judgments of learning modify memory? Evidence from identical pairs and relatedness judgments.为什么学习判断会改变记忆?来自相同对和关联性判断的证据。
J Exp Psychol Learn Mem Cogn. 2023 Apr;49(4):547-556. doi: 10.1037/xlm0001174. Epub 2022 Aug 25.
6
Reactivity from judgments of learning is not only due to memory forecasting: evidence from associative memory and frequency judgments.学习判断中的反应性不仅源于记忆预测:来自联想记忆和频率判断的证据。
Metacogn Learn. 2022;17(2):589-625. doi: 10.1007/s11409-022-09301-2. Epub 2022 Apr 29.
7
When judging what you know changes what you really know: Soliciting metamemory judgments reactively enhances children's learning.当判断什么是你知道的会改变你真正知道的东西时:主动征求元记忆判断会增强儿童的学习。
Child Dev. 2022 Mar;93(2):405-417. doi: 10.1111/cdev.13689. Epub 2021 Oct 16.
8
Investigating memory reactivity with a within-participant manipulation of judgments of learning: support for the cue-strengthening hypothesis.通过对学习判断进行被试内操纵来探究记忆反应性:对线索强化假说的支持。
Memory. 2021 Nov;29(10):1342-1353. doi: 10.1080/09658211.2021.1985143. Epub 2021 Oct 11.
9
Subjective confidence acts as an internal cost-benefit factor when choosing between tasks.主观信心在任务选择中充当内部成本效益因素。
J Exp Psychol Hum Percept Perform. 2020 Jul;46(7):729-748. doi: 10.1037/xhp0000747. Epub 2020 Apr 9.
10
Do judgments of learning modify older adults' actual learning?学习判断是否会改变老年人的实际学习情况?
Psychol Aging. 2019 Sep;34(6):836-847. doi: 10.1037/pag0000376. Epub 2019 Jul 1.