The student GenAI-RP readiness scale shows a validated three-factor structure: GenAI Comprehension, Ethical Awareness, and GenAI Utilization and Proficiency¶
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Evidence · 1 study · designr3·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
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q2 i? CFA confirmed a three-factor solution for the student readiness scale with satisfactory fit and all standardized factor loadings exceeding 0.40. → Stella Y. Kim 2026
Evidence¶
Stella Y. Kim 2026¶
Stella Y. Kim, Ji Yae Bong, Daniel Maxwell, Beth Oyarzun. (2026). Development and validation of Generative Artificial Intelligence Readiness and Perception (GenAI-RP) Scale for faculty and students in higher education. Education Tech Research Dev. https://doi.org/10.1007/s11423-026-10713-z
q2 · i? · design · r3
CFA of the student readiness scale (N=460) using robust maximum likelihood estimation confirmed the three-factor solution; Table 4 reports CFI of 0.98, TLI of 0.98, RMSEA of 0.032, and SRMR of 0.035 for Model.a. The article reports that 'all standardized factor loadings exceeded 0.40'.
"Results from CFA analyses confirmed the three-factor solution for the student data. Table 4 shows the model fit statistics for the three-factor solution. Additionally, all standardized factor loadings exceeded 0.40, supporting the hypothesized three-factor solution"
Discussion¶
Related Claims¶
- The faculty readiness scale required two model modifications (a cross-loading item and two residual correlations) to reach adequate fit — related
- A confirmatory factor analysis on a new sample confirms the three-factor structure with acceptable model fit and moderate convergent validity — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
genai-rp-student-readiness-three-factors |
title |
The student GenAI-RP readiness scale shows a validated three-factor structure: GenAI Comprehension, Ethical Awareness, and GenAI Utilization and Proficiency |
description |
The student GenAI-RP readiness scale shows a validated three-factor structure: GenAI Comprehension, Ethical Awareness, and GenAI Utilization and Proficiency |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-29 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — stella-y-kim-2026 |
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