← What we believe Evidence library

Home · Sources · AI-008

Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance

Authors: Fan, Y.; Tang, L.; Le, H.; Shen, K.; Tan, S.; Zhao, Y.; Shen, Y.; Li, X.; Gašević, D. · Year: 2025 (online Dec 2024) · Tier: RCT · DOI/URL: https://doi.org/10.1111/bjet.13544

Upper secondary Across ages Adults / lifelong learning AI and learning

Links to claims

Supports (1)

ClaimBasis
C2University 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

Finding

  1. ChatGPT-gruppen förbättrade essäpoäng mest (även vs human expert) — men inte knowledge gain eller knowledge transfer.
  2. Ingen skillnad i post-task intrinsic motivation mellan stödagenterna.
  3. AI-gruppen: SRL-sekvenser centrerade kring ChatGPT; färre metakognitiva processer (orientation, evaluation) → “metacognitive laziness” = offloading av metakognitiv last till AI.
  4. 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

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