Submitted:
15 January 2023
Posted:
17 January 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Methods
2.1. Study Design and Settings
2.2. Study Population
2.3. Instruments
2.4. Statistical Modeling
3. Results
4. Discussion
5. Conclusions
6. Limitations
7. Future Studies
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| IGD | Internet Gaming Disorder |
| IRB | Institutional Review Board |
| LR | linear regression |
| OR | odds ratio |
| APA | The American Psychological Association |
| DSM-5 | The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition |
| IGD-20 Test | internet gaming disorder test |
| USD | US dollar |
| 95% CI | 95% confidence interval |
| PSP | PlayStation Portable |
References
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| IGD Diagnosis | Non-IGD (N=171) | RIGD (N= 176) | IGD (N=72) | Chi-squared test | |||
|---|---|---|---|---|---|---|---|
| Categorical variables | N | % | N | % | N | % | |
| Age Group | X2=10.096*** | ||||||
| 18 years old or younger | 44 | 25.70% | 71 | 40.30% | 30 | 41.70% | |
| Older than 18 years old | 127 | 74.30% | 105 | 59.70% | 42 | 58.30% | |
| Gender | X2=0.019 | ||||||
| Female | 80 | 46.80% | 82 | 46.60% | 33 | 45.80% | |
| Male | 91 | 53.20% | 94 | 53.40% | 39 | 54.20% | |
| Nationality | X2=1.404 | ||||||
| Saudi | 157 | 91.80% | 165 | 93.80% | 69 | 95.80% | |
| Non-Saudi | 14 | 8.20% | 11 | 6.20% | 3 | 4.20% | |
| Residence | X2=1.459 | ||||||
| Riyadh | 94 | 55% | 96 | 54.50% | 45 | 62.50% | |
| Other | 77 | 45% | 80 | 45.50% | 27 | 37.50% | |
| Family Income | X2=3.567 | ||||||
| Less than 5000 Riyals | 23 | 13.50% | 30 | 17% | 7 | 9.70% | |
| 5000 to 9999 Riyals | 45 | 26.30% | 50 | 28.40% | 21 | 29.20% | |
| 10000 to 14999 Riyals | 44 | 25.70% | 37 | 21% | 16 | 22.20% | |
| More than 15000 Riyals | 59 | 34.50% | 59 | 33.50% | 28 | 38.90% | |
| Time Playing Per Week | X2=49.256*** | ||||||
| 1 hour or less per week | 65 | 38% | 39 | 22.20% | 5 | 6.90% | |
| 2 to 6 hours per week | 67 | 39.20% | 58 | 33% | 25 | 34.70% | |
| 7 to 19 hours per week | 30 | 17.50% | 48 | 27.30% | 20 | 27.80% | |
| 20 hours or more per week | 9 | 5.30% | 31 | 17.60% | 22 | 30.60% | |
| Numerical variables | Mean | SD | Mean | SD | Mean | SD | F-test |
| Age | 22.322 | 6.877 | 20.511 | 6.024 | 22.111 | 11.219 | F=2.801* |
| IGD-20 Questions | |||||||
| 1. I often lose sleep because of long gaming sessions | 2.468 | 1.144 | 3.432 | 0.948 | 4.056 | 0.902 | F=72.539*** |
| 2R. I never play games in order to feel better. | 2.76 | 1.22 | 3.193 | 0.996 | 3.5 | 1.035 | F=13.405*** |
| 3. I have significantly increased the amount of time I play games over last year | 2.17 | 1.193 | 3.352 | 1.176 | 4.111 | 1.069 | F=84.122*** |
| 4. When I am not gaming, I feel more irritable | 1.351 | 0.681 | 2.381 | 0.943 | 3.639 | 1.179 | F=173.542*** |
| 5. I have lost interest in other hobbies because of my gaming | 1.55 | 0.855 | 2.869 | 1.121 | 4.097 | 0.995 | F=181.281*** |
| 6. I would like to cut down my gaming time but it’s difficult to do so | 1.918 | 1.008 | 3.182 | 1.053 | 4.097 | 1.103 | F=128.27*** |
| 7. I usually think about my next gaming session when I am not playing | 1.942 | 0.944 | 3.034 | 0.881 | 4.194 | 0.781 | F=173.459*** |
| 8. I play games to help me cope with any bad feelings I might have | 2.643 | 1.272 | 3.648 | 1.157 | 4.292 | 1.013 | F=58.889*** |
| 9. I need to spend increasing amounts of time engaged in playing games | 2.076 | 1.035 | 2.869 | 0.913 | 3.889 | 1.082 | F=87.635*** |
| 10. I feel sad if I am not able to play games | 1.38 | 0.712 | 2.443 | 1.001 | 3.917 | 1.045 | F=205.96*** |
| 11. I have lied to my family members because of the amount of gaming I do | 1.351 | 0.699 | 2.483 | 1.126 | 3.75 | 1.275 | F=153.249*** |
| 12. I do not think I could stop gaming | 1.749 | 1.035 | 2.858 | 1.104 | 4.25 | 0.765 | F=157.44*** |
| 13. I think gaming has become the most time-consuming activity in my life | 2.105 | 1.198 | 3.494 | 1.085 | 4.5 | 0.605 | F=147.531*** |
| 14. I play games to forget about whatever’s bothering me | 2.778 | 1.31 | 3.79 | 0.942 | 4.222 | 0.967 | F=56.953*** |
| 15. I often think that a whole day is not enough to do everything I need to do in games | 1.637 | 0.852 | 2.636 | 1.033 | 4.153 | 0.944 | F=182.147*** |
| 16. I tend to get anxious if I can’t play games for any reason | 1.491 | 0.722 | 2.591 | 0.981 | 3.986 | 0.971 | F=210.8*** |
| 17. I think my gaming has jeopardized the relationship with my partner | 1.626 | 0.908 | 2.42 | 1.05 | 3.486 | 1.1 | F=90.073*** |
| 18. I often try to play games less but find I cannot | 1.69 | 0.87 | 2.722 | 1.035 | 4.111 | 0.897 | F=171.209*** |
| 19R. I know my main daily activity (i.e., occupation, education, homemaker, etc.) has not been negatively affected by my gaming | 2.222 | 1.341 | 2.608 | 1.176 | 3.097 | 1.302 | F=12.591*** |
| 20. I believe my gaming is negatively impacting important areas of my life | 2.082 | 1.195 | 3.335 | 1.104 | 4.139 | 0.893 | F=104.146*** |
| Parameters | Effect on slope | 95% CI | P-value | ||
|---|---|---|---|---|---|
| Estimate | SE | Lower limit | Upper limit | ||
| Intercept | 41.75 | 3.467 | 34.94 to | 48.57 | <0.0001 |
| Age Category [18 years old or younger] |
4.54 | 1.571 | 1.451 | 7.629 | 0.0041 |
| Sex [Male] | -1.172 | 1.516 | -4.153 | 1.808 | 0.4399 |
| Nationality [Saudi] | 3.903 | 3.053 | -2.097 | 9.904 | 0.2017 |
| Residence [Riyadh] | 0.5297 | 1.516 | -2.450 | 3.509 | 0.7269 |
| FamilyIncome [10000 to 14999 Riyals] |
-0.4199 | 2.542 | -5.416 | 4.577 | 0.8689 |
| FamilyIncome [More than 15000 Riyals] |
-0.6377 | 2.379 | -5.314 | 4.038 | 0.7888 |
| FamilyIncome [5000 to 9999 Riyals] |
0.719 | 2.439 | -4.076 | 5.514 | 0.7683 |
| TimePlayingPerWeek [2 to 6 hours per week] |
7.548 | 1.93 | 3.755 | 11.34 | 0.0001 |
| TimePlayingPerWeek [7 to 19 hours per week] |
11.83 | 2.151 | 7.598 | 16.05 | <0.0001 |
| TimePlayingPerWeek [20 hours or more per week] |
16.96 | 2.458 | 12.13 | 21.79 | <0.0001 |
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