Table 8 Hypothesis testing result.

From: Bridging AI literacy and UTAUT constructs: structural equation modeling of AI adoption among Chinese university students

Path

β-values

STD

t-values

p-values

Results

Direct Effects

AI Lit→ PE

0.583

0.049

11.809

0.000

Supported

AI Lit→ EE

0.585

0.048

12.066

0.000

Supported

AI Lit → FC

0.328

0.053

6.149

0.000

Supported

AI Lit→ SI

0.507

0.055

9.188

0.000

Supported

PE → BI

0.243

0.067

3.640

0.000

Supported

EE → BI

0.154

0.058

2.656

0.008

Supported

FC → BI

0.047

0.053

0.898

0.369

Rejected

SI → BI

0.278

0.065

4.293

0.000

Supported

Mediation Effects

AI Lit → PE → BI

0.141

0.043

3.264

0.001

Supported

AI Lit→ EE → BI

0.090

0.035

2.544

0.011

Supported

AI Lit→ FC → BI

0.016

0.018

0.841

0.400

Rejected

AI Lit→ SI → BI

0.141

0.038

3.693

0.000

Supported