Table 3.
Model | Predictors | Internet Addiction (Wave 1) | Internet Addiction (Wave 2) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
β | t | Cohen’s f2 | R2 Change |
F Change | β | t | Cohen’s f2 | R2 Change |
F Change | ||
1 | Age | 0.07 | 3.77 *** | 0.005 | 0.040 | 35.54 *** | 0.05 | 2.47 * | 0.002 | 0.014 | 12.26 *** |
Gender a | −0.16 | −8.30 *** | 0.026 | −0.09 | −4.73 *** | 0.009 | |||||
Family intactness b | 0.08 | 4.22 *** | 0.007 | 0.05 | 2.5 * | 0.002 | |||||
2 | CBC | −0.25 | −13.33 *** | 0.066 | 0.062 | 178.20 *** | −0.27 | −14.06 *** | 0.076 | 0.070 | 197.64 *** |
PA | −0.21 | −10.98 *** | 0.045 | 0.043 | 120.51 *** | −0.21 | −11.09 *** | 0.047 | 0.045 | 123.06 *** | |
GPYD | −0.30 | −16.22 *** | 0.097 | 0.089 | 263.19 *** | −0.31 | −16.69 *** | 0.106 | 0.096 | 278.60 *** | |
PIT | −0.26 | −13.89 *** | 0.072 | 0.067 | 192.96 *** | −0.28 | −14.72 *** | 0.083 | 0.077 | 216.59 *** | |
TPYD | −0.30 | −16.10 *** | 0.096 | 0.088 | 259.10 *** | −0.31 | −16.66 *** | 0.106 | 0.096 | 277.43 *** | |
LS | −0.27 | −14.29 *** | 0.076 | 0.071 | 204.25 *** | −0.28 | −15.05 *** | 0.087 | 0.080 | 226.65 *** |
Note. In model 2, control variables were statistically controlled, and predictors were included in the model separately; measures of positive youth development at Wave 1 and Wave 2 were included as predictors to predict internet addiction at Wave 1 and Wave 2, respectively. a 1 = boy, 2 = girl; b 1 = intact, 2 = non-intact; CBC = cognitive-behavioral competence; PA = prosocial attribute; GPYD = general positive youth development; PIT = positive identity; TPYD = mean of total positive youth development; LS = life satisfaction. * p < 0.05; *** p < 0.001.