Hypotheses test results
| Original sample (O) | Sample mean (M) | Standard deviation (STDEV) | T statistics (|O/STDEV|) | p values | Decision | ||
|---|---|---|---|---|---|---|---|
| H1 | AI_Exposure → Digital creativity | 0.382 | 0.383 | 0.081 | 4.716 | 0.000 | Supported** |
| H2 | AI_Exposure → Critical Thinking | 0.528 | 0.540 | 0.075 | 7.039 | 0.000 | Supported** |
| H3 | AI_Exposure → Problem Solving | −0.057 | −0.073 | 0.116 | 0.493 | 0.622 | Not supported |
| H4 | AI_Exposure → Absorptive capacity | 0.681 | 0.688 | 0.066 | 10.349 | 0.000 | Supported** |
| H5 | Digital creativity → Tourism Students' _Innovation Capabilities | 0.285 | 0.268 | 0.083 | 3.423 | 0.001 | Supported** |
| H6 | Critical Thinking → Tourism Students' _Innovation Capabilities | 0.086 | 0.098 | 0.088 | 0.973 | 0.330 | Not supported |
| H7 | Problem Solving → Tourism Students' _Innovation Capabilities | −0.187 | −0.176 | 0.082 | 2.287 | 0.022 | Not supported |
| H8 | Absorptive capacity → Tourism Students' _Innovation Capabilities | 0.587 | 0.586 | 0.093 | 6.280 | 0.000 | Supported** |
| Hypotheses (moderation effects) | |||||||
| H_a | Creative confidence × AI_Exposure → Digital creativity | 0.192 | 0.195 | 0.074 | 2.583 | 0.010 | Supported** |
| H_b | Experience × Digital creativity → Tourism Students' _Innovation Capabilities | 0.173 | 0.149 | 0.109 | 1.591 | 0.112 | Not supported |
| H_c | Experience × Critical Thinking → Tourism Students' _Innovation Capabilities | 0.069 | 0.064 | 0.103 | 0.668 | 0.504 | Not supported |
| H_d | Experience × Problem Solving → Tourism Students' _Innovation Capabilities | −0.012 | −0.008 | 0.073 | 0.170 | 0.865 | Not supported |
| H_e | Experience × Absorptive capacity → Tourism Students' _Innovation Capabilities | 0.152 | 0.115 | 0.054 | 2.303 | 0.000 | Supported** |
| Original sample (O) | Sample mean (M) | Standard deviation (STDEV) | T statistics (|O/STDEV|) | Decision | |||
|---|---|---|---|---|---|---|---|
| AI_Exposure → Digital creativity | 0.382 | 0.383 | 0.081 | 4.716 | 0.000 | Supported** | |
| AI_Exposure → Critical Thinking | 0.528 | 0.540 | 0.075 | 7.039 | 0.000 | Supported** | |
| AI_Exposure → Problem Solving | −0.057 | −0.073 | 0.116 | 0.493 | 0.622 | Not supported | |
| AI_Exposure → Absorptive capacity | 0.681 | 0.688 | 0.066 | 10.349 | 0.000 | Supported** | |
| Digital creativity → Tourism Students' _Innovation Capabilities | 0.285 | 0.268 | 0.083 | 3.423 | 0.001 | Supported** | |
| Critical Thinking → Tourism Students' _Innovation Capabilities | 0.086 | 0.098 | 0.088 | 0.973 | 0.330 | Not supported | |
| Problem Solving → Tourism Students' _Innovation Capabilities | −0.187 | −0.176 | 0.082 | 2.287 | 0.022 | Not supported | |
| Absorptive capacity → Tourism Students' _Innovation Capabilities | 0.587 | 0.586 | 0.093 | 6.280 | 0.000 | Supported** | |
| Creative confidence × AI_Exposure → Digital creativity | 0.192 | 0.195 | 0.074 | 2.583 | 0.010 | Supported** | |
| Experience × Digital creativity → Tourism Students' _Innovation Capabilities | 0.173 | 0.149 | 0.109 | 1.591 | 0.112 | Not supported | |
| Experience × Critical Thinking → Tourism Students' _Innovation Capabilities | 0.069 | 0.064 | 0.103 | 0.668 | 0.504 | Not supported | |
| Experience × Problem Solving → Tourism Students' _Innovation Capabilities | −0.012 | −0.008 | 0.073 | 0.170 | 0.865 | Not supported | |
| Experience × Absorptive capacity → Tourism Students' _Innovation Capabilities | 0.152 | 0.115 | 0.054 | 2.303 | 0.000 | Supported** | |
Note(s): **: highly significant if p-value ≤0.01 *: significant if p-value <0.05
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