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. 2021 Sep 21;12:674641. doi: 10.3389/fpsyg.2021.674641

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