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. 2022 Nov 16;13:981881. doi: 10.3389/fpsyt.2022.981881

Table 3.

Hierarchical regression results with Mental health problems at T2 as outcome.

Model 1 Model 2 Model 3 Model 4
B (SE) Beta P-value B (SE) Beta P-value B SE Beta P-value B (SE) Beta P-value
(Constant) 1.505 0.120 0.000 0.866 0.128 < 0.001 0.806 0.127 < 0.001 0.865 0.122 < 0.001
Gender (1 = female) 0.359 0.052 0.263 < 0.001 0.246 0.050 0.180 < 0.001 0.264 0.050 0.193 < 0.001 0.226 0.047 0.163 < 0.001
Life events at T2 (n = 1) 0.262 0.064 0.168 < 0.001 0.199 0.060 0.127 < 0.001 0.216 0.059 0.138 < 0.001 0.226 0.056 0.145 < 0.001
Life events at T2 (n ≥ 2) 0.453 0.063 0.304 < 0.001 0.337 0.059 0.226 < 0.001 0.343 0.059 0.230 < 0.001 0.309 0.056 0.204 < 0.001
Subjective SES at T2 (1 = not wealthy) 0.018 0.054 0.013 0.738 0.016 0.050 0.011 0.751 0.016 0.050 0.011 0.748 −0.018 0.047 −0.013 0.694
At-home living situation at T2 (1 = with 3 or more other people) 0.092 0.056 0.064 0.097 0.102 0.051 0.071 0.046 0.099 0.051 0.069 0.051 0.069 0.049 0.046 0.163
Use of screens for home schooling at T2 0.111 0.035 0.119 0.002 0.105 0.033 0.113 0.001 0.095 0.033 0.102 0.004 0.094 0.031 0.100 0.003
Overall mental health problems at T1 0.372 0.037 0.371 < 0.001 0.390 0.037 0.389 < 0.001 0.401 0.036 0.394 < 0.001
Internet useΔT2−T1 −0.006 0.016 −0.017 0.715
Smartphone useΔT2−T1 0.007 0.018 0.019 0.699
MessagingΔT2−T1 0.015 0.016 0.041 0.364
Video gamingΔT2−T1 −0.020 0.015 −0.050 0.171
Social media useΔT2−T1 0.041 0.017 0.112 0.016
Television viewingΔT2−T1 −0.023 0.012 −0.069 0.053
Overall social screen timeΔT2−T1 0.036 0.015 0.083 0.014
R 2 0.188** 0.311** 0.326** 0.301**

**p < 0.01. ΔT2−T1 = difference index between T2 and T1 (SE) = standard error.