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Validated 12-item AI Readiness Scale (AIRS). 7-phase psychometric validation (N=362): EFA→CFA→Invariance→SEM→Mediation→Moderation→Behavioral. Extends UTAUT2, R²=0.819. Key findings: autonomy primacy, ChatGPT gateway, multi-tool advantage. Includes intervention framework. Dissertation + implementation guide.

  • Updated Nov 29, 2025
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