The indirect effect of GenAI use on critical thinking via feedback literacy is conditional on reflective thinking, strengthening as reflectivity rises¶
Claim · All claims
Evidence · 1 study · associationalr2·q2·i0negligible
Currency · newest study 2026 · checked against its sources 2026-10-18 (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 i0 The index of moderated mediation was 0.030 and significantly positive; the conditional indirect effect was non-significant at low reflective thinking (β = 0.046) and strongest at high reflective thinking (β = 0.106). → Yan Z 2026
Evidence¶
Yan Z 2026¶
Yan Z, Fang Z and Zou W (2026). The association between generative AI use and university students' critical thinking: a moderated mediation model of GenAI feedback literacy and reflective thinking. Front. Psychol. 17:1939286. https://doi.org/10.3389/fpsyg.2026.1939286
q2 · i0 · associational · r2
Conditional indirect effects from 5,000 bootstrap resamples (N = 421). Index = a × b₃ = 0.030; at low reflective thinking the indirect effect was not significant (β = 0.046, CI [−0.007, 0.100]); at high reflective thinking it "was the strongest of the three levels (β = 0.106, 95% CI [0.047, 0.179])".
"The index is therefore signifi- cantly positive, supporting moderated mediation: as reflective think- ing rises, the indirect effect of GenAI use on critical thinking through GenAI feedback literacy strengthens. H6 is supported."
Discussion¶
Learner Variables¶
- Academic and Critical Literacy — outcome: instruction changes it
- Critical Thinking — outcome: instruction changes it
Related Claims¶
- GenAI use is positively associated with university students' self-reported critical analytical skills (total effect) — related
- GenAI feedback literacy mediates the association between GenAI use and critical thinking, with near-complete mediation — related
- Reflective thinking moderates the direct GenAI use–critical thinking path: positive at low reflectivity, non-significant at high reflectivity — related
- Self-regulated learning moderates the indirect effect of AI use on critical thinking through cognitive load — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
moderated-mediation-indirect-effect-conditional-reflective-thinking |
title |
The indirect effect of GenAI use on critical thinking via feedback literacy is conditional on reflective thinking, strengthening as reflectivity rises |
description |
The indirect effect of GenAI use on critical thinking via feedback literacy is conditional on reflective thinking, strengthening as reflectivity rises |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
source_checked |
2026-10-18 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — yan-z-2026 |
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