Table 2.
Entered in model no | Predictor variable | Model noa | Standardized Beta | 95% CI | t | P | Tolerance |
1 | (Constant) | 1 |
|
|
1.07 | .29 |
|
|
2 |
|
|
0.41 | .68 |
|
|
|
3 |
|
|
0.03 | .97 |
|
|
|
4 |
|
|
−0.30 | .77 |
|
|
1 | Exp. Conditionb | 1 | .00 | −0.05 to 0.04 | −0.12 | .90 | 1.00 |
|
2 | −.01 | −0.05 to 0.04 | −0.28 | .78 | 1.00 | |
|
3 | .00 | −0.05 to 0.05 | 0.02 | .98 | 0.99 | |
|
4 | .02 | −.03 to 0.06 | 0.80 | .42 | 0.98 | |
1 | Genderc | 1 | −.21 | −0.26 to −0.16 | −8.80 | <.001 | 1.00 |
|
2 | −.22 | -0.26 to −0.17 | −9.10 | <.001 | 1.00 | |
|
3 | −.26 | −0.32 to −0.20 | −8.03 | <.001 | 0.52 | |
|
4 | −.22 | −0.28 to −0.16 | −7.10 | <.001 | 0.51 | |
1 | Age | 1 | −.03 | −0.07 to 0.02 | −1.04 | .30 | 1.00 |
|
2 | −.01 | −0.06 to 0.04 | −0.39 | .69 | 0.98 | |
|
3 | .00 | −0.05 to 0.05 | −0.02 | .99 | 0.97 | |
|
4 | .01 | −0.04 to 0.05 | 0.31 | .76 | 0.92 | |
2 | Time spent on the Internet | 2 | .12 | 0.08-0.17 | 5.10 | <.001 | 0.98 |
|
3 | .10 | 0.05-0.14 | 3.88 | <.001 | 0.91 | |
|
4 | .02 | −0.03 to 0.07 | 0.93 | .35 | 0.84 | |
3 | Socializing | 3 | .05 | 0.00-0.10 | 2.06 | .04 | 0.90 |
|
4 | −.01 | −0.06 to 0.03 | −0.57 | .57 | 0.78 | |
3 | Gaming | 3 | −.02 | −0.07 to 0.04 | −0.54 | .59 | 0.64 |
|
4 | −.06 | −0.12 to −0.01 | −2.17 | .03 | 0.57 | |
3 | School or work | 3 | −.05 | −0.10 to 0.00 | −2.02 | .04 | 0.83 |
|
4 | −.03 | −0.08 to 0.02 | −1.22 | .22 | 0.78 | |
3 | Gambling | 3 | .08 | 0.03-0.13 | 3.11 | .002 | 0.89 |
|
4 | .05 | 0.01-0.10 | 2.30 | .02 | 0.87 | |
3 | News | 3 | .01 | −.04 to 0.06 | 0.50 | .62 | 0.85 |
|
4 | .03 | −0.02 to 0.07 | 1.08 | .28 | 0.82 | |
3 | Pornography | 3 | .07 | 0.01-0.12 | 2.46 | .01 | 0.72 |
|
4 | .02 | −0.03 to 0.07 | 0.78 | .44 | 0.71 | |
3 | Targeted searches | 3 | .13 | 0.08-0.18 | 4.94 | <.001 | 0.84 |
|
4 | .09 | 0.04-0.14 | 3.56 | <.001 | 0.75 | |
4 | Finding friends | 4 | .03 | −0.01 to 0.08 | 1.38 | .17 | 0.79 |
4 | Learning | 4 | .01 | −0.04 to 0.06 | 0.34 | .73 | 0.67 |
4 | Having fun | 4 | −.05 | −0.10 to 0.00 | −1.80 | .07 | 0.71 |
4 | Meaningfulness | 4 | −.05 | −0.10 to −0.01 | −2.22 | .03 | 0.90 |
4 | Impact on grades | 4 | −.07 | −0.11 to −0.02 | −2.78 | .005 | 0.88 |
4 | Staying on the Internet longer | 4 | .01 | −0.04 to 0.07 | 0.53 | .60 | 0.66 |
4 | Prefers Web-based relations | 4 | .12 | 0.07–0.17 | 4.74 | <.001 | 0.79 |
4 | Sleep loss | 4 | .13 | 0.08-0.19 | 4.95 | <.001 | 0.65 |
4 | Withdrawal (neg. mood when inaccessible) | 4 | 0.22 | 0.17-0.27 | 8.80 | <.001 | 0.76 |
aThe model numbers designate which values were obtained when (1) only control variables were analyzed, (2) when time spent over the Internet was added to the model, (3) when Web-based activities were added to the model, and (4) when consequences of Internet use were added to the model.
bFor experimental condition, the minimal-intervention condition constitutes the reference group.
cFor gender, females constitute the reference group.