TABLE 4.
Stepwise multiple linear regression models regarding the prediction of mental health (n = 394).
| Model | Unstandardized coefficients | Standardized coefficients | t | Sig. | Collinearity statistics | |||
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| B | SE | Beta | Tolerance | Variance Inflation Factor | ||||
| 1 | Positive identity | 0.95 | 0.07 | 0.54 | 12.79 | < 0.001 | 1.000 | 1.000 |
| 2 | Positive identity | 0.73 | 0.08 | 0.41 | 8.98 | < 0.001 | 0.777 | 1.287 |
| Creativity | 0.34 | 0.06 | 0.27 | 5.87 | < 0.001 | 0.777 | 1.287 | |
| 3 | Positive identity | 0.72 | 0.08 | 0.34 | 6.65 | < 0.001 | 0.613 | 1.631 |
| Creativity | 0.33 | 0.06 | 0.26 | 5.72 | < 0.001 | 0.774 | 1.292 | |
| Support | 0.28 | 0.02 | 0.15 | 3.07 | 0.002 | 0.718 | 1.392 | |
| 4 | Positive identity | 0.60 | 0.09 | 0.34 | 6.64 | < 0.001 | 0.613 | 1.632 |
| Creativity | 0.31 | 0.06 | 0.25 | 5.38 | < 0.001 | 0.762 | 1.312 | |
| Support | 0.26 | 0.09 | 0.14 | 2.88 | 0.004 | 0.714 | 1.400 | |
| Thriving | 0.04 | 0.02 | 0.12 | 2.84 | 0.005 | 0.961 | 1.041 | |
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| R 2 | Adjusted R2 | R2 change | F | F-change | P | Durbin–Watson | ||
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| Model 1 | 0.29 | 0.29 | 0.29 | 163.66 | 163.66 | < 0.001 | 1.89 | |
| Model 2 | 0.35 | 0.35 | 0.06 | 106.09 | 34.52 | < 0.001 | ||
| Model 3 | 0.37 | 0.36 | 0.02 | 75.38 | 9.41 | 0.002 | ||
| Model 4 | 0.38 | 0.37 | 0.01 | 59.51 | 8.05 | 0.005 | ||