Table 5.
Estimated parameters for mediation multilevel models, as schematized in Fig. 1c, assessing the effect of screen time on impulsivity through neuropsychological functions.
| Predictors | Mediators | |||||||
|---|---|---|---|---|---|---|---|---|
| Response inhibition | Working memory | |||||||
| Estimate | Std. Er | Pr( >|t|) | 95% CI | Estimate | Std. Er | Pr( >|t|) | 95% CI | |
| Social media use predicting impulsivity through the mediator | ||||||||
| Between-person | 0.041 | 0.014 | 0.000 | 0.016, 0.070 | 0.040 | 0.011 | 0.000 | 0.020, 0.066 |
| Within-person | 0.002 | 0.001 | 0.005 | 0.000, 0.005* | 0.001 | 0.001 | 0.025 | 0.000, 0.002 |
| Lagged-within-person | 0.000 | 0.001 | 0.420 | − 0.002, 0.001 | 0.001 | 0.001 | 0.090 | 0.000, 0.002 |
| Television viewing predicting impulsivity through the mediator | ||||||||
| Between-person | 0.028 | 0.011 | 0.000 | 0.011, 0.053 | 0.026 | 0.010 | 0.000 | 0.009, 0.046 |
| Within-person | 0.000 | 0.001 | 0.473 | − 0.002, 0.002 | 0.001 | 0.001 | 0.045 | 0.000, 0.002 |
| Lagged-within-person | 0.000 | 0.001 | 0.423 | − 0.001, 0.001 | 0.000 | 0.001 | 0.385 | − 0.002, 0.001 |
| Video gaming predicting impulsivity through the mediator | ||||||||
| Between-person | 0.017 | 0.009 | 0.003 | 0.002, 0.036 | 0.037 | 0.010 | 0.000 | 0.017, 0.056 |
| Within-person | 0.001 | 0.001 | 0.073 | 0.000, 0.003 | 0.000 | 0.000 | 0.260 | − 0.001, 0.001 |
| Lagged-within-person | 0.000 | 0.000 | 0.473 | − 0.001, 0.001 | 0.000 | 0.001 | 0.130 | − 0.002, 0.000 |
The significant between- and within-person associations are highlighted in boldface (p < 0.050, one-tailed p-value). *CI does not include/cross zero.