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On students’ (mis)judgments of learning and teaching effectiveness.
Abstract
Students’ judgments of their own learning are often misled by intuitive yet false ideas about how people learn. In educational settings, learning experiences that minimize effort and increase the appearance of fluency, engagement, and enthusiasm often inflate students’ estimates of their own learning, but do not always enhance their actual learning. We review the research on these “illusions of learning,” how they can mislead students’ evaluations of the effectiveness of their instructors, and how students’ evaluations of teaching effectiveness can be biased by factors unrelated to teaching. We argue that the heavy reliance on student evaluations of teaching in decisions about faculty hiring and promotion might encourage teaching practices that boost students’ subjective ratings of teaching effectiveness, but do not enhance—and may even undermine—students’ learning and their development of metacognitive skills.
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The scaffolded, conversational nature of the AI tool may have created a strong subjective sense of mastery that did not fully translate to improved performance under traditional assessment conditions.
“the scaffolded, conversational nature of the AI tool may have created a strong subjective sense of mastery that did not fully translate to improved performance under traditional assessment conditions”
From Socratic Mind: Impact of a Novel GenAI-Powered Formative Assessment Tool on Student Learning and Higher-Order Thinking (2026) · cites this paper as Carpenter et al., 2020
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Bjork, R. A., Dunlosky, J., & Kornell, N. (2013) · Annual Review of Psychology · doi:10.1146/annurev-psych-113011-143823 · Cited by 1,468
Marsh, H. W. (1987) · International Journal of Educational Research · doi:10.1016/0883-0355(87)90001-2 · Cited by 1,333
Pictorial Illustrations Still Improve Students' Learning from Text
Carney, R. N., & Levin, J. R. (2002) · Educational Psychology Review · doi:10.1023/a:1013176309260 · Cited by 873
Learning Versus Performance: An Integrative Review
Soderstrom, N. C., & Bjork, R. A. (2015) · Perspectives on Psychological Science · doi:10.1177/1745691615569000 · Cited by 651
Test prediction and performance in a classroom context.
Hacker, D. J., Bol, L., Horgan, D. D., & Rakow, E. A. (2000) · Journal of Educational Psychology · doi:10.1037/0022-0663.92.1.160 · Cited by 464
Finn, B., & Tauber, S. K. (2015) · Educational Psychology Review · doi:10.1007/s10648-015-9313-7 · Cited by 102
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Metadata
- Authors
- Carpenter, S. K., Witherby, A. E., & Tauber, S. K.
- Affiliations
- Iowa State University (US)
- Texas Christian University (US)
- Corresponding author
- Carpenter, Shana K.
- Venue
- Journal of Applied Research in Memory and Cognition
- Published
- 2020-06
- Volume
- 9
- Issue
- 2
- Pages
- 137-151
- ISSN
- 2211-3681 (ISSN-L)
- 2211-369X
- OpenAlex
- W3006632020
- Cited by
- 183
- References
- 7
- Citations by year
- 2026: 17 · 2025: 29 · 2024: 34 · 2023: 36 · 2022: 29 · 2021: 22 · 2020: 15
- FWCI
- 32.80
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Applied Research in Memory and Cognition (publishedVersion)
- Funders
- James S. McDonnell Foundation (220020483)
- Topics
- Social Sciences › Education › Evaluation of Teaching Practices
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
- Social Sciences › Education › Student Assessment and Feedback
- Keywords
- student evaluations of teaching, perceived learning, metacognition, teaching effectiveness, faculty hiring and promotion, metacognitive skills
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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