Claims

Structural paths did not differ significantly across AI usage-frequency groups, though exploratory coefficients varied numerically

Claim · All claims
Evidence · 1 study (2 entries) · associational r1–r2 · 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? The multi-group analysis did not identify significant differences in structural paths across low-, moderate-, and high-frequency AI use groups. → Zhu K 2026 q2 i? Exploratory group-specific coefficients showed the trust-to-dependence coefficient rising numerically from low- to high-frequency users. → Zhu K 2026 (2)

Evidence

Zhu K 2026

Zhu K, Ma Y, Zhang J and Liu J (2026). Perceived AI empowerment and threat in relation to university students' dependence on GenAI: the indirect role of trust in AI. Front. Psychol. 17:1940317. https://doi.org/10.3389/fpsyg.2026.1940317

q2 · i? · associational · r1

Supplementary multigroup SEM comparing unconstrained and path-constrained models across three usage-frequency groups; no significant deterioration in fit was reported, so no moderation was established.

"Finally, the multi-group analysis did not identify significant differences in structural paths across AI usage-frequency groups."

Zhu K 2026 (2)

Zhu K, Ma Y, Zhang J and Liu J (2026). Perceived AI empowerment and threat in relation to university students' dependence on GenAI: the indirect role of trust in AI. Front. Psychol. 17:1940317. https://doi.org/10.3389/fpsyg.2026.1940317

q2 · i? · associational · r2

Descriptive group-specific coefficients from Table 9; the authors present these as "descriptive observations rather than evidence of confirmed group differences" because measurement invariance was not tested.

"The trust-to-dependence coefficient increased from 0.287 in the low-frequency group to 0.435 in the moderate-frequency group and 0.593 in the high-frequency group."

Discussion

Page metadata
Field Value
type claim
id no-significant-path-differences-across-usage-frequency-groups
title Structural paths did not differ significantly across AI usage-frequency groups, though exploratory coefficients varied numerically
description Structural paths did not differ significantly across AI usage-frequency groups, though exploratory coefficients varied numerically
status review
evidence_strength weak
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 2 — zhu-k-2026, zhu-k-2026-2

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