Perceived GAI advocacy–practice inconsistency is positively associated with both hindrance and challenge appraisal in students' actual experiences¶
Claim · All claims
Evidence · 1 study · causalr2·q2
Currency · newest study 2026 · not yet checked against its sources · 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? GAI advocacy–practice inconsistency is positively associated with hindrance appraisal (β = 0.431, p < 0.001). → Chen Y 2026
q2 i? GAI advocacy–practice inconsistency is positively associated with challenge appraisal (β = 0.496, p < 0.001). → Chen Y 2026
Evidence¶
Chen Y 2026¶
Chen Y (2026) When universities advocate GAI but practice falls short: student appraisals and creative process engagement in art education. Front. Psychol. 17:1955192. https://doi.org/10.3389/fpsyg.2026.1955192
q2 · i? · causal · r2
Cross-sectional online survey of 425 art students with recent GAI-assisted art-learning experience, analyzed with PLS-SEM (SmartPLS 4.1, 5,000-resample bootstrapping). The model showed inconsistency "positively associated with hindrance appraisal" and with challenge appraisal.
"GAI advocacy–practice inconsistency was positively associated with hindrance appraisal (β = 0.431, p < 0.001) and challenge appraisal (β = 0.496, p < 0.001), supporting H1a and H2a."
Discussion¶
Related Claims¶
- Inconsistency relates to creative process engagement through opposing indirect pathways: negative via hindrance appraisal and positive via challenge appraisal — related
- Art students in a high-inconsistency scenario report stronger challenge and hindrance appraisals than those in a low-inconsistency scenario — related
- Pathways thinking strengthens the inconsistency–challenge appraisal link and the positive conditional indirect effect, but does not significantly weaken the hindrance pathway — related
- Structural paths did not differ significantly across AI usage-frequency groups, though exploratory coefficients varied numerically — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
inconsistency-positively-associated-both-appraisals |
title |
Perceived GAI advocacy–practice inconsistency is positively associated with both hindrance and challenge appraisal in students' actual experiences |
description |
Perceived GAI advocacy–practice inconsistency is positively associated with both hindrance and challenge appraisal in students' actual experiences |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — chen-y-2026 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.