Technology acceptance conditions the virtual-real-imagination–behavioral-intention association, which is stronger at higher reported technology acceptance¶

Claim · All claims
Evidence · 1 study · associational r2 · q2 · i1 small
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? The mean-centered interaction term of virtual-real imagination and technology acceptance predicts behavioral intention (β = 0.15, t = 2.31, p < 0.05), with ΔR2 = 0.02. → Liu Yuanyuan 2026

Evidence¶

Liu Yuanyuan 2026¶

Liu Yuanyuan. (2026). Audience attitudes and aesthetic perception of digitally empowered contemporary lacquer painting: a survey-based technology-imagery-perception model. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1866076

q2 · i1 · associational · r2

Hierarchical regression on the 425-case formal sample: Model 1 (adjusted R2 = 0.35; F = 45.21, p < 0.001) plus the mean-centered interaction term raised adjusted R2 to 0.37 (ΔR2 = 0.02, p < 0.05).

"The interaction coefficient was β = 0.15 (t = 2.31, p < 0.05), indicating a stronger conditional association at higher reported technology acceptance."

Discussion¶

Related Claims¶

• Lacquer-painting imagery characteristics are positively associated with aesthetic responses: sensible scene with emotional resonance, imaginable atmosphere with cognitive evaluation, and virtual-real imagination with behavioral intention — related
• Sensible scene shows a statistically distinguishable serial indirect association with behavioral intention through emotional resonance and cognitive evaluation in a constrained bootstrap model — related
• Language must also be subjective, emotional, inspirational, and aesthetic, so teachers should employ both the method of fact and the method of imagination — related
• Risk perception is positively but more weakly associated with acceptance outcomes for AI-assisted English learning, with cautious interpretation warranted — related
• Perceived immersive, interactive, and distributed affordances are each positively associated with a distinct lacquer-painting imagery characteristic in cross-sectional survey data — related
• ARCS motivation did not significantly moderate any of the tested UTAUT3 acceptance pathways — related