Claims

Exploratory factor analysis in the pilot stage supported a four-factor solution, with three items removed (a weak loading, a cross-loading, and a low item–total correlation with duplicated content)

Claim · All claims
Evidence · 1 study · associational r2 · q2
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 i? Pilot EFA supported a four-factor solution and three items were removed: one for a weak primary loading (0.43), one for a cross-loading (0.52 and 0.39), and one for a low corrected item–total correlation (0.34) and content duplicating another item. → 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

Pilot EFA (principal axis factoring with oblimin rotation) with an independent sample of 94 undergraduates from two universities outside the formal survey sample. The article reports the solution "supported a four-factor solution" and that removals left retained item loadings ranging from 0.58 to 0.83. Table 6 summarises the three removals as "for weak or ambiguous loadings", but the text gives a low item–total correlation and duplicated content, not a loading, as the reason for the third.

"The analyses supported a four-factor solution. Three items were removed. One contextual-support item had a weak primary loading of 0.43 and a communality of 0.36."

Discussion

Page metadata
Field Value
type claim
id pilot-efa-four-factor-solution
title Exploratory factor analysis in the pilot stage supported a four-factor solution, with three items removed (a weak loading, a cross-loading, and a low item–total correlation with duplicated content)
description Exploratory factor analysis in the pilot stage supported a four-factor solution, with three items removed (a weak loading, a cross-loading, and a low item–total correlation with duplicated content)
status review
evidence_strength moderate
newest_evidence 2026
source_checked 2026-10-20
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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