Self-Regulated Learning: Beliefs, Techniques, and Illusions
Across ages Foundations of optimal learning Attention and memory
Links to claims
Supports (1)
| Claim | Basis |
|---|---|
| C11 | Review: learners often hold a faulty mental model of how they learn, and their judgments of learning are swayed by current performance and fluency, so they misassess and mismanage their learning (abstract). Inference: a reason the candidate's techniques may need to be imposed rather than chosen. |
Review state: first-pass draft, pending human review.
Source note
Syntes: Bjork, Dunlosky & Kornell (2013) — learners hold faulty models of how they learn
Källa: Bjork, R. A.; Dunlosky, J.; Kornell, N. (2013 (Annual Review of Psychology 64, 417–444)). Self-Regulated Learning: Beliefs, Techniques, and Illusions. https://doi.org/10.1146/annurev-psych-113011-143823
What the abstract says (read 2026-10-11; full text not read)
- Learning on one's own outside formal classrooms has grown in need and opportunity, but research on learning, memory and metacognition shows "people often have a faulty mental model of how they learn and remember, making them prone to both misassessing and mismanaging their own learning".
- The review covers what learners believe about how they learn, and how ongoing assessments of their own learning are swayed by current performance and the subjective sense of fluency, and ends with societal assumptions that can be counterproductive.
Why it is in the library
Adjacent (metacognition). With AI tools that make practice feel fluent and successful, the gap between felt and actual learning is central to Q2: it explains why learners prefer the tool that helps least (Kreijkes et al. 2026; Karpicke & Roediger 2008 predictions) and why C2's practice-score gains mislead. Supports candidate K06 (promoted as C11 on 2026-10-14) (desirable difficulties feel worse but work).
Metadata as recorded
- ID
- MEM-007
- Tier
- position
- Closed-book follow-up
- n/a (review)
- Titel
- Self-Regulated Learning: Beliefs, Techniques, and Illusions
- Författare
- Bjork, R. A.; Dunlosky, J.; Kornell, N.
- År
- 2013 (Annual Review of Psychology 64, 417–444)
- Källa/DOI
- https://doi.org/10.1146/annurev-psych-113011-143823
- URL
- https://doi.org/10.1146/annurev-psych-113011-143823
- Typ
- narrative review of research on learners' beliefs about how they learn, their judgments of learning (influenced by current performance and fluency), and the study techniques they choose
- Åldersgrupp
- overgripande
- Teman
- optimalt-larande-grunder;uppmarksamhet-och-minne
- Hämtad
- 2026-10-11
- Paywall
- Annual Reviews (closed)
- Tillagd
- source sweep 2026-10-11 (kind: adjacent); links pending human review
The original files (PDF or abstract) are kept in the project archive and are not published here.