|
MMORPG |
Other role-playing |
First-person shooter (FPS) |
Other shooter |
Action-adventure |
|
Engaged (lnOR) |
Problem play (B) |
Engaged (lnOR) |
Problem play (B) |
Engaged (lnOR) |
Problem play (B) |
Engaged (lnOR) |
Problem play (B) |
Engaged (lnOR) |
Problem play (B) |
Age at interview |
-1.30 |
*** |
0.50 |
*** |
-0.74 |
*** |
-0.04 |
|
-0.61 |
*** |
-0.12 |
|
0.30 |
* |
-0.14 |
+ |
-0.11 |
|
-0.12 |
+ |
Age (linear) |
2.99 |
*** |
-0.61 |
*** |
0.83 |
*** |
-0.07 |
*** |
2.00 |
*** |
0.08 |
** |
0.21 |
*** |
0.08 |
*** |
0.88 |
*** |
-0.08 |
*** |
Age (quadratic) |
-0.61 |
*** |
-0.07 |
|
-0.54 |
*** |
-0.02 |
|
-0.47 |
*** |
-0.05 |
** |
-0.01 |
|
-0.03 |
+ |
-0.39 |
*** |
-0.03 |
* |
Caffeine consumption |
0.10 |
|
0.03 |
|
-0.06 |
|
0.01 |
|
0.06 |
|
-0.03 |
|
-0.02 |
|
0.02 |
|
0.05 |
|
0.03 |
* |
Sugar consumption |
0.47 |
*** |
0.06 |
|
0.25 |
*** |
-0.04 |
+ |
0.03 |
|
0.03 |
|
0.17 |
** |
-0.04 |
+ |
0.08 |
|
-0.03 |
|
Sensation-seeking |
-0.20 |
|
0.06 |
|
-0.29 |
** |
0.18 |
** |
0.04 |
|
0.28 |
*** |
-0.13 |
|
0.25 |
*** |
<.01 |
|
0.24 |
*** |
Sociability |
0.65 |
*** |
-0.18 |
|
0.34 |
** |
-0.11 |
|
0.04 |
|
-0.10 |
|
0.10 |
|
-0.02 |
|
0.03 |
|
-0.06 |
|
Shyness |
0.19 |
|
-0.06 |
|
0.12 |
|
-0.05 |
|
-0.23 |
* |
0.05 |
|
-0.18 |
|
-0.02 |
|
-0.09 |
|
0.02 |
|
Live away from home |
<.01 |
|
-0.02 |
|
0.06 |
|
-0.10 |
* |
-0.73 |
*** |
-0.10 |
* |
-0.61 |
*** |
0.08 |
|
-0.25 |
* |
-0.07 |
+ |
Higher education |
-0.32 |
+ |
-0.05 |
|
0.06 |
|
0.04 |
|
-0.03 |
|
0.01 |
|
-0.12 |
|
-0.19 |
*** |
0.09 |
|
0.03 |
|
Part-time job |
-0.18 |
|
0.03 |
|
-0.23 |
* |
-0.09 |
* |
-0.12 |
|
-0.05 |
|
0.07 |
|
0.04 |
|
-0.09 |
|
-0.03 |
|
Full-time job |
0.14 |
|
-0.18 |
|
0.32 |
* |
-0.04 |
|
0.53 |
*** |
-0.14 |
** |
0.50 |
*** |
0.04 |
|
0.17 |
|
0.02 |
|
Off-books job |
0.22 |
|
0.11 |
|
-0.02 |
|
-0.07 |
|
0.26 |
* |
<.01 |
|
0.31 |
* |
-0.08 |
|
0.10 |
|
-0.06 |
|
Gender: female |
-1.26 |
*** |
-0.19 |
|
-0.71 |
*** |
0.09 |
|
-2.67 |
*** |
-0.22 |
|
-2.00 |
*** |
-0.10 |
|
-0.57 |
** |
-0.03 |
|
Race: Black |
-2.25 |
*** |
-1.04 |
** |
-0.82 |
** |
-0.08 |
|
-0.52 |
+ |
-0.03 |
|
-0.08 |
|
-0.07 |
|
-0.28 |
|
-0.15 |
|
Race: Latino |
-0.99 |
* |
-0.05 |
|
-0.02 |
|
-0.01 |
|
0.62 |
* |
-0.20 |
|
0.79 |
* |
-0.12 |
|
0.88 |
*** |
-0.24 |
|
Race: Asian |
0.81 |
+ |
-0.16 |
|
0.10 |
|
0.32 |
+ |
0.38 |
|
0.11 |
|
-0.11 |
|
0.14 |
|
-0.52 |
+ |
0.08 |
|
Race: Other |
-0.40 |
|
-0.93 |
* |
0.58 |
+ |
-0.57 |
** |
-0.02 |
|
-0.75 |
** |
0.81 |
+ |
-0.74 |
** |
0.50 |
|
-0.93 |
*** |
Constant |
-4.54 |
*** |
3.34 |
*** |
0.62 |
+ |
1.83 |
*** |
1.70 |
*** |
2.24 |
*** |
-0.13 |
|
1.73 |
*** |
0.75 |
* |
2.10 |
*** |
Intra-class correlation |
0.80 |
|
0.79 |
|
0.63 |
|
0.83 |
|
0.59 |
|
0.84 |
|
0.73 |
|
0.83 |
|
0.58 |
|
0.83 |
|
Model fit Wald χ2 (18df) |
504.0 |
*** |
123.5 |
*** |
829.8 |
*** |
108.2 |
*** |
1493.5 |
*** |
69.0 |
*** |
153.3 |
*** |
72.5 |
*** |
897.4 |
*** |
126.3 |
*** |
R-squared overall |
|
|
0.10 |
|
|
|
0.05 |
|
|
|
0.07 |
|
|
|
0.04 |
|
|
|
0.06 |
|
|