Feedback interventions show phase-specific effects: advice feedback reduces reminder bias, but ranking feedback alters beliefs without increasing offloading¶
Claim · All claims
Evidence · 1 study (2 entries) · reviewr2·q2
Currency · newest study 2026 · checked against its sources 2026-10-15 (automated, 2 of 2 entries) · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Metacognitive advice feedback reduced learners' reminder bias in memory tasks, producing more accurate metacognitive evaluations and wiser offloading strategies. → Yufei Guo & Qun Ye 2026
q2 i? Comparative ranking feedback shifted metacognitive beliefs about working memory capacity, yet individuals with lower metacognitive beliefs did not exhibit increased offloading. → Yufei Guo & Qun Ye 2026 (2)
Evidence¶
Yufei Guo & Qun Ye 2026¶
Yufei Guo & Qun Ye. (2026). Meta-cognitive insights into cognitive offloading: mechanisms, interventions, and educational implications. Humanities and Social Sciences Communications. https://doi.org/10.1057/s41599-026-06621-5
q2 · i? · review · r2
The review reports, citing Gilbert et al. (2020), that without feedback learners overused reminders, while advice feedback reduced reminder bias; feedback valence also shifted offloading preferences in alignment with its valence.
"However, when participants received metacognitive advice feedback (e.g., “Based on your performance, of floading is a good choice now”), they reduced reminder bias in memory tasks, demon- strating more accurate metacognitive evaluations and wiser off- loading strategies."
Yufei Guo & Qun Ye 2026 (2)¶
Yufei Guo & Qun Ye. (2026). Meta-cognitive insights into cognitive offloading: mechanisms, interventions, and educational implications. Humanities and Social Sciences Communications. https://doi.org/10.1057/s41599-026-06621-5
q2 · i? · review · r2
The review reports, citing Grinschgl et al. (2020), a pattern-copy task in which fabricated ranking feedback altered metacognitive beliefs — low-ranking feedback reduced self-efficacy and confidence — but did not increase offloading, a phenomenon the review calls not previously observed.
"Comparative ranking feedback significantly shifted participants' metacognitive beliefs about working memory capacity. Contrary to expectations, however, individuals with lower metacognitive beliefs did not exhibit increased of floading behaviors"
Studies bearing on this claim¶
Does feedback on their own performance make learners' decisions to offload better calibrated? This table gathers the studies behind this claim and the 4 narrower claims that bear on it: 3 distinct studies (2 causal, 1 review), q2–q3, 1 of 3 with an effect size coded. One row per study, codes as each entry records them; no effect is averaged and no verdict is drawn. Built by scripts/synthesize_claim.py from eval/synthesis/; a row that looks wrong is fixed on the claim it comes from.
| Study | Design | Effect as recorded | Bears on this claim through |
|---|---|---|---|
| Yufei Guo & Qun Ye 2026 | q2 · review · r2 | i? | this claim |
| Ceri Ngai and Sam J. Gilbert 2026 | q3 · causal · r3 | i1 | In Experiment 1, a five-trial metacognitive prediction-plus-feedback intervention signific (supports) |
| Sebastian Maier 2026 | q2 / q3 · causal · r3 | i? | In one preregistered experiment, metacognitive feedback on learners' own LLM use lowered t (supports); Metacognitive feedback disrupted the tendency to repeat answer offloading across consecuti (supports); An effort-based reward did not significantly reduce answer offloading or improve unaided p (qualifies) |
Discussion¶
Related Claims¶
- Individuals systematically overuse reminders relative to the optimal offloading level, and reminder bias correlates with confidence and metacognitive bias — related
- Fluent Illusions Mislead Self Assessment — related
- Learners misjudge which learning strategies are effective — related
- Metacognitive evaluations of effort and performance, rather than objective performance, drive spontaneous offloading — related
- In Experiment 1, lower confidence predicted greater offloading beyond objective performance in the no-feedback group, but not in the feedback group — related
- In Experiment 1, a five-trial metacognitive prediction-plus-feedback intervention significantly reduced reminder bias, producing more optimal reminder-setting behaviour — related
- Older adults show reduced reminder bias relative to objective need despite setting more reminders — related
- Effort avoidance contributes to reminder overuse beyond metacognitive error — related
- External reminders dramatically reduce forgetting of delayed intentions — related
- Metacognitive confidence triggers intention offloading independently of objective memory need — related
- Within-person reminders of implementation intentions improve students' short-term study behaviour — related
- Metacognitive feedback disrupted the tendency to repeat answer offloading across consecutive items without changing whether participants engaged with the assistant — related
- Individuals show a systematic positive reminder bias, setting more reminders than optimal — related
- In the model, interventions that alter the feedback channel (verification visibility, social-proof damping) reduce overreliance and regret, while lowering verification cost alone does not lower regret — related
- Offloading information to external stores is associated with lower memory performance, moderated by awareness of a later test — related
- Shifting information to external aids enhances task performance with greater gains under high cognitive load — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
feedback-effects-on-offloading-mixed |
title |
Feedback interventions show phase-specific effects: advice feedback reduces reminder bias, but ranking feedback alters beliefs without increasing offloading |
description |
Feedback interventions show phase-specific effects: advice feedback reduces reminder bias, but ranking feedback alters beliefs without increasing offloading |
status |
review |
evidence_strength |
mixed |
newest_evidence |
2026 |
source_checked |
2026-10-15 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — yufei-guo-qun-ye-2026, yufei-guo-qun-ye-2026-2 |
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