AI Readiness Scale (AIRS): Validated 12-item instrument. 7-phase psychometric validation (N=362): EFA→CFA→Invariance→SEM→Mediation→Moderation→Behavioral. Autonomy-centered UTAUT2 extension (R²=.819). Reproducible Jupyter analysis, intervention protocols, practitioner guidelines.
cfa reproducible-research dissertation mediation-analysis sem factor-analysis structural-equation-modeling psychometrics efa measurement-invariance academic-research technology-acceptance utaut2 scale-development moderation-analysis ai-adoption behavioral-validation ai-anxiety organizational-readiness intervention-design
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Updated
Dec 13, 2025 - Jupyter Notebook