Questionnaire constructs showed acceptable to strong internal consistency (α = 0.740 to 0.945)¶

Claim · All claims
Evidence · 1 study · associational r2 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Cronbach's alpha ranged from 0.740 for skill transfer to 0.945 for institutional collaboration, with all core learning-process constructs exceeding 0.70. → Shen 2026

Evidence¶

Shen 2026¶

Shen, N., Lee, L. S., and He, A. (2026). Generative AI in creative education: baseline-linked evidence on learning processes, artistic performance, and authorship. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1956939

q2 · i? · associational · r2

Internal-structure analysis of the study's questionnaire (Table 2) reports alphas for ten multi-item constructs; support was 0.814, creative experience 0.911, aesthetic judgment 0.902, skill transfer 0.740, and agency 0.781. The article states the values "supporttheuseofthequestionnairemeasures."

"Cronbach'sα values ranged from 0.740 for skill transfer to 0.945 for institutional collaboration."

Discussion¶

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