Good Learners Are Poor Monitors: A Negative Relation Between Learning Ability and Monitoring Accuracy

Effective learning involves not only the ability to quickly acquire knowledge and skills, but also the capacity to accurately monitor one's ongoing learning progress. The present research probed the relation between learning ability and monitoring accuracy. A meta-analysis (Study 1, <i>N</i> = 2,406) counterintuitively found that individuals with superior learning ability exhibited slightly poorer monitoring accuracy (measured as the resolution of judgments of learning). Study 2 reanalyzed the meta-analysis data and observed that expert learners remembered more items they erroneously believed they would not remember, and this underconfidence in expert learners led to a negative association between learning ability and monitoring accuracy. Studies 3 (<i>N</i> = 102, adults aged 18-23) and 4 (<i>N</i> = 481, adults aged 18-59) conceptually replicated the findings of Studies 1 and 2 in controlled experiments. These findings challenge the conventional wisdom that good learners are also good monitors, suggesting instead that expert learners are actually the ones with monitoring deficits.

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Publication Details

Journal
Psychological Science
Published
2025-08-22
DOI
https://doi.org/10.1177/09567976251358838
Primary Topic
Intelligent Tutoring Systems and Adaptive Learning
Type
article
Field-Weighted Citation Impact
0.00
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article

Good Learners Are Poor Monitors: A Negative Relation Between Learning Ability and Monitoring Accuracy

Anran Li, Liang Luo, Yadi Yu, Xiaofang Tian et al.
Psychological Science
Intelligent Tutoring Systems and Adaptive Learning
article

Good Learners Are Poor Monitors: A Negative Relation Between Learning Ability and Monitoring Accuracy

Anran Li, Liang Luo, Yadi Yu, Xiaofang Tian, David R. Shanks, Chunliang Yang, Mengqi Hu, Xiao Hu, Wenbo Zhao, Mengfen Liu
article en

Abstract

Effective learning involves not only the ability to quickly acquire knowledge and skills, but also the capacity to accurately monitor one's ongoing learning progress. The present research probed the relation between learning ability and monitoring accuracy. A meta-analysis (Study 1, <i>N</i> = 2,406) counterintuitively found that individuals with superior learning ability exhibited slightly poorer monitoring accuracy (measured as the resolution of judgments of learning). Study 2 reanalyzed the meta-analysis data and observed that expert learners remembered more items they erroneously believed they would not remember, and this underconfidence in expert learners led to a negative association between learning ability and monitoring accuracy. Studies 3 (<i>N</i> = 102, adults aged 18-23) and 4 (<i>N</i> = 481, adults aged 18-59) conceptually replicated the findings of Studies 1 and 2 in controlled experiments. These findings challenge the conventional wisdom that good learners are also good monitors, suggesting instead that expert learners are actually the ones with monitoring deficits.

Psychological ScienceVol. 36(9)
Beijing Normal University (CN), Tianjin Vocational Institute (CN), University College London (GB)
Openalex Percentile: Top 89%
Intelligent Tutoring Systems and Adaptive Learning
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Good Learners Are Poor Monitors: A Negative Relation Between Learning Ability and Monitoring Accuracy — Anran Li, Liang Luo, et al. · Psychological Science (2025) | TGRS Research Map | TGRS