Claims

The direct path from contextual support to perceived transfer gains was not statistically significant, whereas the chained indirect pathway through trust calibration and collaborative regulation was significant

Claim · All claims
Evidence · 1 study · associational 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 direct path from contextual support to perceived transfer gains was not statistically significant. → Fan Bu and Wei Li 2026 q2 i? The chained indirect pathway from contextual support through trust calibration and collaborative regulation to perceived transfer gains was significant. → Fan Bu and Wei Li 2026

Evidence

Fan Bu and Wei Li 2026

Fan Bu and Wei Li (2026). Trust calibration and perceived developmental gains in university students' collaboration with generative AI: an exploratory sequential mixed methods study. Front. Psychol. 17:1861072. https://doi.org/10.3389/fpsyg.2026.1861072

q2 · i? · associational · r2

Structural equation modeling with indirect effects estimated via bootstrap resamples and 95% bootstrap confidence intervals, controlling for gender, year of study, disciplinary area, and weekly GenAI use. The article reports the direct path as "not statistically significant" while the chained indirect pathway was significant; equivalence was not tested.

"The direct path from contextual support to perceived transfer gains was not statistically significant, whereas the chained indirect pathway through trust calibration and collaborative regulation was significant."

Discussion

Page metadata
Field Value
type claim
id chained-indirect-pathway-significant-direct-not
title The direct path from contextual support to perceived transfer gains was not statistically significant, whereas the chained indirect pathway through trust calibration and collaborative regulation was significant
description The direct path from contextual support to perceived transfer gains was not statistically significant, whereas the chained indirect pathway through trust calibration and collaborative regulation was significant
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-11
trust unverified — no one has confirmed this page's content
sources 1 — fan-bu-and-wei-li-2026

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