良好的学习者是不好的监测者:学习能力和监测准确性之间的负面关系
Mengqi Hu1, Wenbo Zhao2, Anran Li1
1Institute of Developmental Psychology, Faculty of Psychology, Beijing Normal University.
Psychological science
|August 22, 2025
概括
有效的学习需要监控的准确性. 令人惊的是,优秀的学习能力与较差的监测准确性相关,
科学领域:
- 认知心理学
- 教育心理学
- 超级认知
背景情况:
- 有效的学习需要获得知识和精确的自我监测.
- 学习能力与监测学习的准确性 (元认知准确性) 之间的关系尚未完全理解.
研究的目的:
- 研究个体学习能力与监测学习进度的准确性之间的关系.
- 挑战优秀学习者在监控学习方面本质上的优势.
主要方法:
- 对现有数据进行了元分析 (N = 2,406).
- 重新分析元分析数据以检查专家学习者的缺乏信心.
- 进行了两项受控实验 (N=102和N=481),以概念上复制发现.
主要成果:
- 发现了一个反直觉的负相关性:具有较高学习能力的个体的监测准确度略低.
- 专家学习者表现出缺乏自信,
- 实验研究证实了元分析的结果,表明专家学习者存在监测缺陷.
结论:
- 现在人们普遍认为,好的学习者也是好的监督者.
- 专家学习者可能存在监测缺陷,特别是对记忆预测的信心不足.
- 这表明学习能力与元认知监测准确性之间存在潜在的分离.
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