Perceived AI literacy moderates the direct path: the negative GenAI use–trust association is significant at low literacy and non-significant at high literacy¶
Claim · All claims
Evidence · 1 study (2 entries) · associationalr2·q2·i1–i2
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
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This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i1 The GenAI use × perceived AI literacy interaction positively predicts interpersonal trust (β = 0.13). → Zhang Zhen 2026
q2 i2 Simple slopes: the negative direct effect holds at low (β = −0.23) and average (β = −0.10) literacy but not at high literacy (β = 0.03, p = 0.57). → Zhang Zhen 2026 (2)
Evidence¶
Zhang Zhen 2026¶
Zhang Zhen, Geng Jiaying, Qi Chunhui. (2026). Observer Perceptions of GenAI Use and Interpersonal Trust: The Roles of Warmth, Competence, and AI Literacy. Behavioral Sciences. https://doi.org/10.3390/bs16071221
q2 · i1 · associational · r2
Moderated mediation analysis (PROCESS Model 8, 5000 bootstrap resamples, N = 406) testing the direct path; the interaction "significantly and positively predicted interpersonal trust (β = 0.13, t = 5.35, p < 0.001)".
"the interaction term between GenAI use and perceived AI literacy significantly and positively predicted interpersonal trust (β = 0.13, t = 5.35, p < 0.001, 95% CI [0.08, 0.18])"
Zhang Zhen 2026 (2)¶
Zhang Zhen, Geng Jiaying, Qi Chunhui. (2026). Observer Perceptions of GenAI Use and Interpersonal Trust: The Roles of Warmth, Competence, and AI Literacy. Behavioral Sciences. https://doi.org/10.3390/bs16071221
q2 · i2 · associational · r2
Simple slope analysis within the same Model 8 test: the negative direct effect was significant at low and average perceived AI literacy, with the low-literacy slope at "β = −0.23, t = −5.69, p < 0.001", and "no longer significant" at high literacy. Non-significance at high literacy was not an equivalence test.
"when perceived AI literacy was low, the direct effect of GenAI use on interpersonal trust was significantly negative (β = −0.23, t = −5.69, p < 0.001). When perceived AI literacy was at the average level, this effect remained significantly negative (β = −0.10, t = −3.00, p < 0.01). However, when perceived AI literacy was high, the effect was no longer significant (β = 0.03, t = 0.55, p = 0.57)."
Discussion¶
Related Claims¶
- Perceived AI literacy does not moderate the indirect warmth and competence pathways from GenAI use to trust — related
- Perceived AI literacy does not significantly moderate the direct association between AI dependence and self-reported creativity — related
- Observers' perceptions of a classmate's GenAI use are negatively associated with interpersonal trust among university students — related
- No significant GenAI-literacy-by-agent-condition interaction emerged, so the formal models did not support different literacy slopes across designs — related
- Perceived warmth and perceived competence partially mediate the negative association between GenAI use and interpersonal trust — related
- AI literacy moderates the pathways from perceived AI-adaptive environments to academic emotions, attenuating negative emotional effects among students with higher AI literacy — related
- AI-related professional learning does not clearly moderate the within-teacher demand–AI allocation association — related
- AI literacy negatively moderates the trust–appropriate reliance relationship, with the trust slope becoming more negative as AI literacy increases — related
- AI anxiety attenuates the positive association between AI literacy and trust in AI — related
- Negative emotional associations of AI-adaptive environments are pronounced among students with low AI literacy but substantially attenuated among those with high AI literacy — related
- The association between early reliance and negative impact strengthens as evaluation literacy increases — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
perceived-ai-literacy-buffers-direct-trust-association |
title |
Perceived AI literacy moderates the direct path: the negative GenAI use–trust association is significant at low literacy and non-significant at high literacy |
description |
Perceived AI literacy moderates the direct path: the negative GenAI use–trust association is significant at low literacy and non-significant at high literacy |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
2 — zhang-zhen-2026, zhang-zhen-2026-2 |
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