Hypothesis | Coefficient constant | Coefficient independent variable | P-value | Test result |
---|---|---|---|---|
H1a: Information and data literacy ➔ PEOU | 1.847 | 0.491 | 0.000 | Confirmed |
H1b: Communication and collaboration ➔ PEOU | 2.593 | 0.241 | 0.000 | Confirmed |
H1c: Digital content creation ➔ PEOU | 2.894 | 0.259 | 0.000 | Confirmed |
H1d: Safety and security ➔ PEOU | 2.694 | 0.297 | 0.000 | Confirmed |
H1e: Problem-solving I ➔ PEOU | 1.528 | 0.563 | 0.000 | Confirmed |
H1f: Problem-solving II ➔ PEOU | 3.564 | 0.099 | 0.025 | Confirmed |
H1g: Analyzing and reflecting ➔ PEOU | 2.741 | 0.305 | 0.000 | Confirmed |
H2a: General self-organization abilities ➔ PU | 2.723 | 0.188 | 0.002 | Confirmed |
H2b: Self-organization abilities during digital learning ➔ PU | 2.103 | 0.447 | 0.000 | Confirmed |
H3a: General self-organization abilities ➔ ATT | 2.395 | 0.074 | 0.252 | Not confirmed |
H3b: Self-organization abilities during digital learning ➔ ATT | 1.300 | 0.468 | 0.000 | Confirmed |
H4: Independent learning abilities ➔ PU | 2.053 | 0.325 | 0.002 | Confirmed |
H5: Independent learning abilities ➔ ATT | 1.937 | 0.175 | 0.116 | Not confirmed |
H6: ATT ➔ User resistance | 3.990 | − 0.539 | 0.000 | Confirmed |
H7: PEOU ➔ PU | 1.817 | 0.408 | 0.000 | Confirmed |
H8: PEOU ➔ ATT | 1.389 | 0.327 | 0.000 | Confirmed |
H9: PU ➔ ATT | 0.507 | 0.633 | 0.000 | Confirmed |
H10: PU ➔ BI | 2.372 | 0.438 | 0.000 | Confirmed |
H11: ATT ➔ BI | 2.856 | 0.379 | 0.000 | Confirmed |