Cognitive offloading tendency is negatively associated with critical thinking, technical problem-solving, and metacognitive self-regulation¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2026 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · 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? Cognitive offloading tendency has significant negative direct effects on critical thinking (β = −.240), technical problem-solving (β = −.312), and metacognitive self-regulation (β = −.294), all p < .001. → Davor I 2026
Evidence¶
Davor I 2026¶
Davor I, Larbi E and Boateng FO (2026). Artificial intelligence-supported learning and higher-order cognitive outcomes: the mediating role of metacognitive self-regulation. Front. Educ. 11:1855869. https://doi.org/10.3389/feduc.2026.1855869
q2 · i? · associational · r2
SEM path analysis in the same 533-student sample showed cognitive offloading tendency "negatively influenced critical thinking (β = −.240, p < .001)" and the other two endogenous variables, supporting hypotheses H3a–H3c.
"cognitive offloading negatively influenced critical thinking (β = −.240, p < .001), technical problem-solving (β = -.312, p < .001), and metacognitive self-regulation (β = −.294, p < .001)."
Discussion¶
Learner Variables¶
- Self-Regulation — outcome: instruction changes it
- Metacognition — predictor: learners who differ on it differ in outcomes
Related Claims¶
- Evidence suggests over-reliance on generative AI may negatively affect students' self-regulated learning behaviors, potentially harming retention and transfer to novel contexts — the general claim this finding bears on, with the studies behind it
- AI task scaffolding is positively associated with critical thinking and technical problem-solving among AI-using university students — related
- AI verification literacy does not directly predict critical thinking or technical problem-solving — related
- Metacognitive self-regulation mediates the relationships between all three AI interaction mechanisms and both higher-order outcomes — related
- A moderate negative correlation exists between cognitive offloading tendency and critical thinking while the constructs remain empirically distinct — related
- The structural model explains about half the variance in critical thinking and technical problem-solving and about a third in metacognitive self-regulation — related
- Higher reliance on AI tools is correlated with lower critical-thinking performance, mediated by cognitive offloading — related
- AI literacy is strongly associated with students' critical AI evaluation in generative-AI-supported learning — reports the opposite
- Cognitive offloading to generative AI is associated with reduced learner engagement, lower critical thinking, and lower-quality reasoning — related
- Effective AI use increases AI over-reliance, which negatively affects sustainable learning performance — related
- High-achieving students less often endorse AI-supported autonomy, effective learning, and active engagement, and more often agree that reliance on AI hinders critical thinking and independent problem solving — a narrower finding that bears on this claim
- Among AI-exposed students, open collaboration predicted higher aggregate offloading, which was associated with lower Week 8 higher-order thinking (indirect estimate −0.34) — related
- Cognitive offloading is positively, not negatively, associated with transformative learning experience, contrary to the hypothesized negative effect — related
- Polychronicity moderates the relationships between effective AI use, AI over-reliance, and learning outcomes — related
- Effective AI use positively influences sustainable learning performance — related
- Student-agent interaction featured a significant Query-Evaluation-Query verification loop (RM-QR-EA), distinct from the linear QR-UN path of student-instructor interaction — related
- Open collaboration involved more prompts, greater text incorporation, less self-generated text, and deeper idea and reasoning offloading than bounded support — related
- All metacognitive strategy factors and critical thinking subfactors were significantly and positively correlated with each other and with academic writing — related
- Cognitive load is negatively associated with critical thinking and with self-regulated learning — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
cognitive-offloading-negative-higher-order-outcomes |
title |
Cognitive offloading tendency is negatively associated with critical thinking, technical problem-solving, and metacognitive self-regulation |
description |
Cognitive offloading tendency is negatively associated with critical thinking, technical problem-solving, and metacognitive self-regulation |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — davor-i-2026 |
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