GenAI feedback literacy mediates the association between GenAI use and critical thinking, with near-complete mediation¶
Claim · All claims
Evidence · 1 study · associationalr2·q2·i1small
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 i1 The indirect effect of GenAI use on critical thinking via feedback literacy was significant (β = 0.185, 95% CI [0.134, 0.254]; VAF = 71.98%), and the direct effect became non-significant. → 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 · i1 · associational · r2
Bootstrap mediation test (5,000 bias-corrected resamples) in the PLS-SEM model of 421 undergraduates. The indirect effect was β = 0.185 (bootstrap SD = 0.031, p < 0.001), CI [0.134, 0.254]; the direct effect dropped to β = 0.072, p = 0.227, "a pattern consistent with near-complete mediation".
"The variance accounted for (V AF) was 71.98% (0.185/0.257), indicating that nearly three-quarters of the total association between GenAI use and critical thinking is statistically accounted for by feedback literacy, a pattern consistent with near-complete mediation (Hair et al., 2014)."
Discussion¶
Learner Variables¶
- Academic and Critical Literacy — predictor: learners who differ on it differ in outcomes
- Critical Thinking — outcome: instruction changes it
Related Claims¶
- Critical thinking and human–AI collaboration quality jointly form a significant serial indirect pathway from GenAI dependence to research creativity, larger for functional than existential dependence — related
- The indirect effect of AI literacy on engagement via psychological capital strengthens as professional commitment rises (moderated mediation) — related
- GenAI use is positively associated with university students' self-reported critical analytical skills (total effect) — related
- The indirect effect of GenAI use on critical thinking via feedback literacy is conditional on reflective thinking, strengthening as reflectivity rises — related
- Reflective thinking moderates the direct GenAI use–critical thinking path: positive at low reflectivity, non-significant at high reflectivity — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
genai-feedback-literacy-mediation-critical-thinking |
title |
GenAI feedback literacy mediates the association between GenAI use and critical thinking, with near-complete mediation |
description |
GenAI feedback literacy mediates the association between GenAI use and critical thinking, with near-complete mediation |
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 — yan-z-2026 |
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