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. 2022 Dec 22;13:1058944. doi: 10.3389/fpsyg.2022.1058944

Table 2.

Regression analysis on the relationships between variables.

Regression equation Overall fit index Regression coefficient Significance
Result variables Predictive variables R R 2 F β t
Loneliness Internet use preference 0.094 0.009 4.666 0. 104 3.297**
Online social support Internet use preference 0.265 0.071 39.790 0.202 6.785***
Self-esteem Internet use preference 0.197 0.039 14.111 0.179 5.801***
Online social support −0.098 −3.109**
Loneliness Internet use preference 0.177 0.031 8.436 0.067 2.184*
Online social support −0.071 −2.231*
Self-esteem −0.142 −4.579***

*p < 0.05, **p < 0.01, ***p < 0.001.