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. 2022 Sep 6;13:944238. doi: 10.3389/fpsyg.2022.944238

TABLE 4.

Stepwise multiple linear regression models regarding the prediction of mental health (n = 394).

Model Unstandardized coefficients Standardized coefficients t Sig. Collinearity statistics



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

R 2 Adjusted R2 R2 change F F-change P Durbin–Watson

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