Table 4.
Regression analysis table.
| Dependent variable | Social media fatigue behavior | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Predictive variables | Model one | Model two | Model three | ||||||
| Control variable | β | t | P | β | t | P | β | t | P |
| Gender | 0.541 | 0.677 | 0.459 | 0.016 | 0.514 | 0.251 | 0.415 | 0.656 | 0.536 |
| Age | 0.134 | 4.322 | 0.115 | 0.324 | 4.601 | 0.191 | 0.540 | 2.842 | 0.317 |
| Education level | 0.131 | 5.305 | 0.158 | 0.238 | 2.452 | 0.638 | 0.157 | 6.375 | 0.045 |
| income | 0.351 | 4.654 | 0.621 | 0.523 | 3.145 | 0.728 | 0.524 | 5.093 | 0.551 |
| Independent variable | |||||||||
| Negative comparison | 0.351 | 3.141 | 0.004 | 0.345 | 5.211 | 0.002 | 0.227 | 3.014 | 0.000 |
| Interaction dysregulation | 0.237 | 3.542 | 0.007 | 0.394 | 6.125 | 0.006 | 0.374 | 4.204 | 0.004 |
| Information overload | 0.417 | 2.943 | 0.003 | 0.562 | 4.410 | 0.002 | 0.349 | 2.036 | 0.003 |
| Social overload | 0.794 | 3.908 | 0.005 | 0.443 | 5.153 | 0.006 | 0.196 | 1.502 | 0.004 |
| Self-efficacy | 0.408 | 2.954 | 0.005 | 0.511 | 3.451 | 0.004 | 0.283 | 1.135 | 0.002 |
| Privacy anxiety | 0.572 | 3.245 | 0.182 | 0.603 | 8.505 | 0.304 | 0.237 | 3.156 | 0.426 |
| impression management | 0.205 | 2.852 | 0.008 | 0.431 | 6.236 | 0.102 | 0.303 | 2.632 | 0.002 |
| Intergenerational Communication | 0.391 | 4.923 | 0.005 | 0.259 | 5.445 | 0.002 | 0.212 | 5.320 | 0.000 |
| R 2 | 0.251 | 0.277 | 0.362 | ||||||
| Adjusted R2 | 0.207 | 0.219 | 0.327 | ||||||
| F-value | 20.644 | 18.019 | 10.241 | ||||||
| Significant F | 0.002 | 0.001 | 0.003 | ||||||