Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance
Upper secondary Across ages Adults / lifelong learning AI and learning
Links to claims
Supports (1)
| Claim | Basis |
|---|---|
| C2 | University lab RCT: ChatGPT raised essay scores but not knowledge gain or transfer; fewer metacognitive processes. |
Review state: first-pass draft, pending human review.
Source note (Swedish, verbatim from the Kunskapsbank)
Syntes: Fan m.fl. (2025) — Metacognitive laziness
Källa: Fan, Y., Tang, L., Le, H., Shen, K., Tan, S., Zhao, Y., Shen, Y., Li, X., & Gašević, D. (2025). Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance. British Journal of Educational Technology, 56(2), 489–530. https://doi.org/10.1111/bjet.13544
Metadata
- ID:
AI-008 - Tier: RCT
- N / design: RCT / labbexperiment (N=117 universitet)
- Population: vuxen / HE (mekanism → gymnasium)
- Subject: Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and p
Finding
- ChatGPT-gruppen förbättrade essäpoäng mest (även vs human expert) — men inte knowledge gain eller knowledge transfer.
- Ingen skillnad i post-task intrinsic motivation mellan stödagenterna.
- AI-gruppen: SRL-sekvenser centrerade kring ChatGPT; färre metakognitiva processer (orientation, evaluation) → “metacognitive laziness” = offloading av metakognitiv last till AI.
- Human expert triggade mer metakognitiva övergångar; checklist-verktyg behöll mer autonom bearbetning.
Mechanism
ChatGPT offloadar metakognitiv SRL (orientation/evaluation) så essäpoäng stiger medan knowledge gain/transfer uteblir — metacognitive laziness.
Limits
- Universitet, labb, engelsk uppsats (L2), ChatGPT-4.0, kort tid.
- Guardrails i prompten kunde kringgås (copy-paste).
- Mekanismstudie — generalisering till svensk K–9 kräver uppföljning.
This claim dies if …
Replikerad K–12/HE-studie med closed-book där typisk GenAI-användning inte skadar retention relativt kontroll, och outsourcing-mönstret saknar learning loss.
Swedish implication
Stop GenAI som ger färdiga svar under practice; measure closed-book efter AI-stöd.
Links
Metadata as recorded
- ID
- AI-008
- Tier
- RCT
- Titel
- Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance
- Författare
- Fan, Y.; Tang, L.; Le, H.; Shen, K.; Tan, S.; Zhao, Y.; Shen, Y.; Li, X.; Gašević, D.
- År
- 2025 (online Dec 2024)
- Källa/DOI
- https://doi.org/10.1111/bjet.13544
- Typ
- RCT / labbexperiment (N=117 universitet)
- Åldersgrupp
- vuxen / HE (mekanism → gymnasium)
- Teman
- ai-och-larande; uppmarksamhet-och-minne (cognitive offloading / SRL)
- Sparade fil
- Fan-etal-2025-metacognitive-laziness.pdf (författar-/spegel-PDF)
- Hämtad
- 2026-09-07
- Paywall
- Tidskriftsversion Wiley; spegel-PDF sparad (verifiera licens innan vidare spridning)
Original files held in the project (not published): Fan-etal-2025-metacognitive-laziness.pdf