Psychiatry Investig > Volume 18(3); 2021 > Article |
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The authors have no potential conflicts of interest to disclose.
Authors’ contribution
Ceptualization: Dongyun Lee, Cheol-Soon Lee. Data curation: Soo-Young Bhang. Formal analysis: Dongyun Lee. Investigation: Soo-Young Bhang. Methodology: Soo-Young Bhang. Software: Young-Ji Lee. Validation: Dongyun Lee, Jiyeong Seo. Writing—Original draft preparation: Dongyun Lee. Writing—review & editing: Jiyeong Seo, Soo-Young Bhang.
Problematic Internet/smartphone use (N=505) | Control (N=2,492) | p | t or χ2 | |
---|---|---|---|---|
Age (years)* | 14.8±2.2 | 13.7±2.2 | <0.001 | 9.867 |
Sex (male)** | 199 (39.9) | 995 (40.3) | 0.881 | 0.033 |
1Number of family members** | 0.005 | 16.710 | ||
0 | 4 (0.8) | 11 (0.4) | ||
1 | 26 (5.3) | 86 (3.4) | ||
2† | 293 (59.4) | 1680 (67.4) | ||
3 | 108 (21.9) | 408 (16.5) | ||
4 | 46 (9.3) | 201 (8.1) | ||
5 or more | 16 (3.2) | 84 (3.5) | ||
A significant difference in the number of family members between groups by post hoc analysis (Bonferroni method) was as follow: †vs. 3 | ||||
2Economic status** | 0.001 | 18.291 | ||
High† | 24 (4.9) | 181 (7.3) | ||
Upper middle† | 112 (22.7) | 717 (29.1) | ||
Middle | 285 (57.8) | 1315 (53.3) | ||
Middle low | 57 (11.6) | 200 (8.1) | ||
Low | 15 (3.0) | 52 (2.1) | ||
A significant differences in economic status between groups by post hoc analysis (Bonferroni method) was as follows: †vs. middle low | ||||
3Academic achievement** | <0.001 | 121.289 | ||
High†‡§ | 33 (6.7) | 330 (13.3) | ||
Upper middle†‡§ | 92 (18.6) | 780 (31.5) | ||
Middle‡§ | 172 (34.8) | 864 (34.9) | ||
Middle low§ | 129 (26.1) | 391 (15.8) | ||
Low | 68 (13.8) | 112 (4.5) | ||
A significant differences in academic achievement between groups by post hoc analysis (Bonferroni method) was as follow; †vs. middle, ‡vs. middle low, §vs. low | ||||
Internet and smartphone usage patterns (yes)** | ||||
Social media use | 346 (68.5) | 1217 (48.8) | <0.001 | 65.164 |
Academic education | 117 (35) | 983 (39.4) | 0.071 | 3.422 |
Online gaming | 321 (63.6) | 1539 (61.8) | 0.451 | 0.582 |
Mobile messenger | 399 (79) | 1816 (72.9) | 0.004 | 8.200 |
Media content | 419 (83) | 1899 (76.2) | 0.001 | 10.971 |
Searching | 366 (72.5) | 1755 (70.4) | 0.362 | 0.853 |
Community | 90 (17.8) | 257 (10.3) | <0.001 | 23.125 |
Internet shopping | 154 (30.5) | 436 (17.5) | <0.001 | 44.877 |
Finance | 49 (9.7) | 114 (4.6) | <0.001 | 21.473 |
Social media use time (minutes)* | 254.6±342.4 | 149.4±249.9 | <0.00 | 6.557 |
B | S.E. | p | Exp. (B) | CI | ||
---|---|---|---|---|---|---|
Problematic internet/smartphone use* | ||||||
Relationship with parents | 0.468 | 0.305 | 0.125 | 1.597 | 0.879 | 2.902 |
Sibling rivalry | 0.680 | 0.297 | 0.022 | 1.974 | 1.104 | 3.529 |
Appearance | 0.190 | 0.322 | 0.557 | 1.209 | 0.643 | 2.274 |
Physical health | 0.989 | 0.358 | 0.006 | 2.688 | 1.333 | 5.420 |
Psychological health | 0.004 | 0.367 | 0.992 | 1.004 | 0.489 | 2.060 |
Economic problems | -0.182 | 0.431 | 0.672 | 0.833 | 0.358 | 1.939 |
Peer relationships | -0.147 | 0.361 | 0.684 | 0.863 | 0.425 | 1.753 |
Heterosexual relationships | 0.055 | 0.402 | 0.891 | 1.057 | 0.481 | 2.324 |
Hierarchical relationships | -0.662 | 0.580 | 0.254 | 0.516 | 0.165 | 1.609 |
Relationship with teachers | -0.640 | 0.437 | 0.144 | 0.527 | 0.224 | 1.243 |
Career problems | -0.632 | 0.337 | 0.060 | 0.532 | 0.275 | 1.028 |
Academic problems | -0.267 | 0.346 | 0.441 | 0.766 | 0.388 | 1.509 |
Control** | ||||||
Relationship with parents | -0.111 | 0.133 | 0.406 | 0.895 | 0.690 | 1.162 |
Sibling rivalry | 0.163 | 0.121 | 0.177 | 1.177 | 0.929 | 1.491 |
Appearance | -0.338 | 0.126 | 0.007 | 0.713 | 0.558 | 0.912 |
Physical health | 0.017 | 0.155 | 0.911 | 1.018 | 0.751 | 1.379 |
Psychological health | 0.193 | 0.172 | 0.263 | 1.213 | 0.865 | 1.700 |
Economic problems | 0.231 | 0.214 | 0.280 | 1.260 | 0.828 | 1.917 |
Peer relationships | 0.063 | 0.170 | 0.712 | 1.065 | 0.762 | 1.487 |
Heterosexual relationships | -0.516 | 0.227 | 0.023 | 0.597 | 0.383 | 0.931 |
Hierarchical relationships | -0.344 | 0.274 | 0.209 | 0.709 | 0.414 | 1.213 |
Relationship with teachers | -0.128 | 0.206 | 0.533 | 0.880 | 0.588 | 1.316 |
Career problems | 0.210 | 0.146 | 0.151 | 1.233 | 0.926 | 1.643 |
Academic problems | -0.231 | 0.128 | 0.070 | 0.794 | 0.618 | 1.019 |