Claims

AITAQS dimension reliabilities fall within 0.721–0.745 Cronbach's α, exceeding acceptability thresholds, with all CR values above 0.7 though some AVE values fall below 0.5.

Claim · All claims
Evidence · 1 study (2 entries) · design r2 · q3
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.

q3 i? Cronbach's α for the four dimensions ranges 0.721–0.745, above the recommended critical values. → Zhang 2026 q3 i? Convergent validity is acceptable because CR exceeds 0.7 despite AVE values below 0.5. → Zhang 2026 (2)

Evidence

Zhang 2026

Zhang, Z., Katayoun, M., Tan, L., & Wei, G. (2026). Development and Validation of a Multidimensional Scale for AI Tutoring Acceptance in Higher Education. npj Science of Learning. https://doi.org/10.1038/s41539-026-00431-9

q3 · i? · design · r2

Internal consistency analysis (Table 8) of the four AITAQS subscales. All α values "remain within the range of 0.721 to 0.745", indicating acceptable internal consistency per the 0.70 criterion cited.

"the α coefficients of the four dimensions of feedback quality, instructional effectiveness, interaction experience, and user trust all remain within the range of 0.721 to 0.745, and all are higher than the recommended critical values."

Zhang 2026 (2)

Zhang, Z., Katayoun, M., Tan, L., & Wei, G. (2026). Development and Validation of a Multidimensional Scale for AI Tutoring Acceptance in Higher Education. npj Science of Learning. https://doi.org/10.1038/s41539-026-00431-9

q3 · i? · design · r2

Convergent validity analysis (Table 9). All CR values "exceed 0.7"; AVE values below 0.5 are judged acceptable given the loadings, with the authors noting future item refinement may further improve AVE values.

"the CR values of all items exceed 0.7 and all factor loadings exceeded 0.5. Therefore, even if the AVE value is lower than 0.5, this item is still within the acceptable range"

Discussion

Page metadata
Field Value
type claim
id aitaqs-reliability-alpha-cr-ave
title AITAQS dimension reliabilities fall within 0.721–0.745 Cronbach's α, exceeding acceptability thresholds, with all CR values above 0.7 though some AVE values fall below 0.5.
description AITAQS dimension reliabilities fall within 0.721–0.745 Cronbach's α, exceeding acceptability thresholds, with all CR values above 0.7 though some AVE values fall below 0.5.
status review
evidence_strength moderate
newest_evidence 2026
generated by process:wiki-ingest on 2026-10-26
trust unverified — no one has confirmed this page's content
sources 2 — zhang-2026, zhang-2026-2

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