| Literature DB >> 28786707 |
DongIll Kim1,2, Deokjong Lee1,2, Junghan Lee1,2, Kee Namkoong1,2, Young-Chul Jung1,2.
Abstract
Background and aims Attention deficit hyperactivity disorder (ADHD) is one of the most common psychiatric comorbidities of Internet addiction (IA); however, the possible mechanisms that contribute to this high comorbidity are still under debate. This study aims to analyze these possible mechanisms by comparing the effect of IA severity and childhood ADHD on inattention, hyperactivity, and impulsivity in young adults with IA. We hypothesized that IA might have associations with ADHD-like cognitive and behavior symptoms aside from childhood ADHD. Methods Study participants consisted of 61 young male adults. Participants were administered a structured interview. The severity of IA, childhood and current ADHD symptoms, and psychiatry comorbid symptoms were assessed through self-rating scales. The associations between the severity of IA and ADHD symptoms were examined through hierarchical regression analyses. Results Hierarchical regression analyses showed that the severity of IA significantly predicted most dimensions of ADHD symptoms. By contrast, childhood ADHD predicted only one dimension. Discussion The high comorbidity of inattention and hyperactivity symptoms in IA should not solely be accounted by an independent ADHD disorder but should consider the possibility of cognitive symptoms related to IA. Functional and structural brain abnormalities associated with excessive and pathologic Internet usage might be related to these ADHD-like symptoms. Conclusion Inattention and hyperactivity in young adults with IA are more significantly associated with the severity of IA than that of childhood ADHD.Entities:
Keywords: Internet addiction; attention deficit hyperactivity disorder; hyperactivity; impulsivity; inattention
Mesh:
Year: 2017 PMID: 28786707 PMCID: PMC5700719 DOI: 10.1556/2006.6.2017.044
Source DB: PubMed Journal: J Behav Addict ISSN: 2062-5871 Impact factor: 6.756
Demographic and clinical characteristics of study sample (N = 61)
| Age, median | 23.61 ± 2.340 |
| Verbal IQ | 102.62 ± 12.636 |
| Performance IQ | 102.62 ± 17.431 |
| K-AIAS | 51.16 ± 20.263 |
| WURS-KS | 35.97 ± 21.182 |
| AUDIT-K | 10.39 ± 7.142 |
| BDI | 12.34 ± 7.780 |
| BAI | 10.74 ± 8.858 |
| BIS-11 | 58.95 ± 10.681 |
| Cognitive impulsiveness | 17.10 ± 3.064 |
| Motor impulsiveness | 18.44 ± 5.166 |
| Non-planning impulsiveness | 23.36 ± 4.390 |
| CAARS-KS | |
| Inattention/memory problems | 53.15 ± 7.916 |
| Hyperactivity/restless | 51.03 ± 6.950 |
| Impulsivity/emotional lability | 53.02 ± 7.544 |
| Problems with self-concept | 69.43 ± 11.869 |
Note. Verbal intelligence quotient (IQ) and performance IQ were assessed with Korean Wechsler Adult Intelligence Scale, Fourth Edition (K-WAIS-IV). K-AIAS: Korean Adolescent Internet Addiction Scale; WURS-KS: Korean Short version of Wender Utah Rating Scale; AUDIT-K: Korean version of Alcohol Use Disorder Identification Test; BDI: Beck Depression Inventory; BAI: Beck Anxiety Inventory; BIS-11: Barratt Impulsiveness Scale-11; CAARS-KS: Korean Short version of Conner’s Adult ADHD Rating Scale.
Correlations between scale scores
| 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. K-AIAS | 0.485** | 0.268* | 0.518** | 0.477** | 0.334** | 0.108 | 0.305* | 0.361** | 0.585** | 0.579** | 0.601** | 0.568** |
| 2. WURS-KS | – | 0.312* | 0.456** | 0.648** | 0.388** | 0.110 | 0.446** | 0.328** | 0.507** | 0.550** | 0.572** | 0.500** |
| 3. AUDIT-K | – | 0.262* | 0.392** | 0.182 | −0.085 | 0.199 | 0.261* | 0.314* | 0.520** | 0.412** | 0.298* | |
| 4. BDI | – | 0.712** | 0.203 | 0.051 | 0.259* | 0.133 | 0.634** | 0.498** | 0.531** | 0.699** | ||
| 5. BAI | – | 0.209 | −0.029 | 0.376** | 0.079 | 0.586** | 0.657** | 0.630** | 0.579** | |||
| 6. BIS-11 | – | 0.789** | 0.872** | 0.845** | 0.117 | 0.169 | 0.177 | 0.267* | ||||
| 7. BIS-Cog | – | 0.546** | 0.570** | −0.012 | −0.040 | 0.000 | 0.107 | |||||
| 8. BIS-Motor | – | 0.555** | 0.142 | 0.209 | 0.182 | 0.257* | ||||||
| 9. BIS-Non | – | 0.115 | 0.191 | 0.212 | 0.257* | |||||||
| 10. C-IM | – | 0.668** | 0.718** | 0.697** | ||||||||
| 11. C-HR | – | 0.741** | 0.599** | |||||||||
| 12. C-IE | – | 0.589** | ||||||||||
| 13. C-SC | – |
Note. K-AIAS: Korean Adolescent Internet Addiction Scale; WURS-KS: Korean Short version of Wender Utah Rating Scale; AUDIT-K: Korean version of Alcohol Use Disorder Identification Test; BDI: Beck Depression Inventory; BAI: Beck Anxiety Inventory; BIS-11: Barratt Impulsiveness Scale-11; BIS-Cog: Barratt Impulsiveness Scale – cognitive impulsiveness; BIS-Motor: Barratt Impulsiveness Scale – motor impulsiveness; BIS-Non: Barratt Impulsiveness Scale – non-planning impulsiveness; CAARS-KS: Korean Short version of Conner’s Adult ADHD Rating Scale; C-IM: Conner’s Adult ADHD Rating Scale – inattention/memory problems; C-HR: Conner’s Adult ADHD Rating Scale – hyperactivity/restless; C-IE: Conner’s Adult ADHD Rating Scale – impulsivity/emotional lability; C-SC: Conner’s Adult ADHD Rating Scale – problems with self-concept.
* p < .05. **p < .01.
Hierarchical linear regression model when difference scores of Conner’s Adult ADHD Rating Scale were taken as dependent variables
| Unstandardized coefficients | Standardized coefficient | |||||
|---|---|---|---|---|---|---|
| Standard error | β | |||||
| Model 1 | BDI | 0.456 | 0.144 | .448 | 3.166 | .003** |
| BAI | 0.207 | 0.132 | .232 | 1.563 | .124 | |
| AUDIT-K | 0.126 | 0.120 | .114 | 1.051 | .298 | |
| BIS-11 | −0.032 | 0.076 | −.043 | −0.424 | .673 | |
| Model 2 | BDI | 0.466 | 0.141 | .458 | 3.313 | .002** |
| BAI | 0.065 | 0.149 | .073 | 0.437 | .664 | |
| AUDIT-K | 0.115 | 0.117 | .104 | 0.982 | .330 | |
| BIS-11 | −0.083 | 0.078 | −.112 | −1.060 | .294 | |
| WURS-KS | 0.098 | 0.050 | .263 | 1.944 | .057 | |
| Model 3 | BDI | 0.355 | 0.140 | .349 | 2.545 | .014* |
| BAI | 0.060 | 0.141 | .067 | 0.425 | .672 | |
| AUDIT-K | 0.092 | 0.112 | .083 | 0.821 | .415 | |
| BIS-11 | −0.119 | 0.076 | −.161 | −1.579 | .120 | |
| WURS-KS | 0.071 | 0.049 | .191 | 1.457 | .151 | |
| YIAT | 0.122 | 0.045 | .311 | 2.691 | .009** | |
| Model 1 | BDI | 0.065 | 0.119 | .072 | 0.543 | .589 |
| BAI | 0.380 | 0.109 | .484 | 3.474 | .001** | |
| AUDIT-K | 0.303 | 0.099 | .312 | 3.060 | .003** | |
| BIS-11 | −0.002 | 0.063 | −.003 | −0.033 | .974 | |
| Model 2 | BDI | 0.072 | 0.117 | .080 | 0.612 | .543 |
| BAI | 0.280 | 0.124 | .357 | 2.265 | .027* | |
| AUDIT-K | 0.296 | 0.098 | .304 | 3.023 | .004** | |
| BIS-11 | −0.038 | 0.065 | −.058 | −0.579 | .565 | |
| WURS-KS | 0.069 | 0.042 | .210 | 1.635 | .108 | |
| Model 3 | BDI | −0.030 | 0.115 | −.033 | −0.261 | .795 |
| BAI | 0.275 | 0.116 | .351 | 2.384 | .021* | |
| AUDIT-K | 0.274 | 0.092 | .281 | 2.989 | .004** | |
| BIS-11 | −0.071 | 0.062 | −.109 | −1.143 | .258 | |
| WURS-KS | 0.044 | 0.040 | .134 | 1.098 | .277 | |
| YIAT | 0.111 | 0.037 | .325 | 3.003 | .004** | |
| Model 1 | BDI | 0.166 | 0.138 | .171 | 1.201 | .235 |
| BAI | 0.365 | 0.127 | .428 | 2.872 | .006** | |
| AUDIT-K | 0.207 | 0.115 | .196 | 1.797 | .078 | |
| BIS-11 | 0.012 | 0.073 | .017 | 0.169 | .866 | |
| Model 2 | BDI | 0.177 | 0.134 | .182 | 1.319 | .193 |
| BAI | 0.215 | 0.141 | .252 | 1.519 | .134 | |
| AUDIT-K | 0.195 | 0.112 | .185 | 1.749 | .086 | |
| BIS-11 | −0.042 | 0.075 | −.059 | −0.558 | .579 | |
| WURS-KS | 0.104 | 0.048 | .291 | 2.159 | .035* | |
| Model 3 | BDI | 0.060 | 0.131 | .062 | 0.459 | .648 |
| BAI | 0.209 | 0.132 | .246 | 1.586 | .118 | |
| AUDIT-K | 0.170 | 0.105 | .161 | 1.630 | .109 | |
| BIS-11 | −0.080 | 0.071 | −.113 | −1.124 | .266 | |
| WURS-KS | 0.075 | 0.046 | .212 | 1.645 | .106 | |
| YIAT | 0.128 | 0.042 | .343 | 3.016 | .004** | |
| Model 1 | BDI | 0.873 | 0.202 | .572 | 4.330 | <.001** |
| BAI | 0.156 | 0.185 | .116 | 0.841 | .404 | |
| AUDIT-K | 0.136 | 0.168 | .082 | 0.810 | .421 | |
| BIS-11 | 0.124 | 0.106 | .112 | 1.172 | 0.246 | |
| Model 2 | BDI | 0.884 | 0.200 | .579 | 4.424 | <.001** |
| BAI | 0.005 | 0.211 | .004 | 0.025 | .980 | |
| AUDIT-K | 0.125 | 0.167 | .075 | 0.748 | .458 | |
| BIS-11 | 0.070 | 0.111 | .063 | 0.629 | .532 | |
| WURS-KS | 0.104 | 0.072 | .186 | 1.452 | .152 | |
| Model 3 | BDI | 0.768 | 0.204 | .504 | 3.763 | <.001** |
| BAI | <0.001 | 0.206 | .000 | 0.000 | .999 | |
| AUDIT-K | 0.100 | 0.163 | .060 | 0.613 | .543 | |
| BIS-11 | 0.033 | 0.111 | .029 | 0.295 | .769 | |
| WURS-KS | 0.076 | 0.072 | .136 | 1.064 | .292 | |
| YIAT | 0.126 | 0.066 | .215 | 1.907 | .062 | |
Note. BDI: Beck Depression Inventory; BAI: Beck Anxiety Inventory; BIS-11: Barratt Impulsiveness Scale-11; AUDIT-K: Korean version of Alcohol Use Disorder Identification Test; WURS-KS: Korean Short version of Wender Utah Rating Scale; YIAT: Korean version of Young’s Internet Addiction Test.
Variables entered in the first step: BDI, BAI, AUDIT-K, BIS-11; F = 11.485; df = 4, 56; p < .001; adjusted R2 = 0.411.
Variables entered in the second step: WURS-KS; F = 10.400; df = 5, 55; p < .001; adjusted R2 = 0.439; R2 change = 0.035.
Variables entered in the third step: YIAT; F = 10.858; df = 6, 54; p < .001; adjusted R2 = 0.496; R2 change = 0.061.
Variables entered in the first step: BDI, BAI, AUDIT-K, BIS-11; F = 14.867; df = 4, 56; p < .001; adjusted R2 = 0.480.
Variables entered in the second step: WURS-KS; F = 12.784; df = 5, 55; p < .001; adjusted R2 = 0.495; R2 change = 0.022.
Variables entered in the third step: YIAT; F = 13.708; df = 6, 54; p < .001; adjusted R2 = 0.560; R2 change = 0.066.
Variables entered in the first step: BDI, BAI, AUDIT-K, BIS-11; F = 11.194; df = 4, 56; p < .001; adjusted R2 = 0.405.
Variables entered in the second step: WURS-KS; F = 10.473; df = 5, 55; p < .001; adjusted R2 = 0.441; R2 change = 0.043.
Variables entered in the third step: YIAT; F = 11.528; df = 6, 54; p < .001; adjusted R2 = 0.513; R2 change = 0.074.
Variables entered in the first step: BDI, BAI, AUDIT-KS, BIS-11; F = 15.259; df = 4, 56; p < .001; adjusted R2 = 0.487.
Variables entered in the second step: WURS-KS; F = 12.870; df = 5, 55; p < .001; adjusted R2 = 0.497; R2 change = 0.018.
Variables entered in the third step: YIAT; F = 11.846; df = 6, 54; p < .001; adjusted R2 = 0.520; R2 change = 0.029.
*p < .05. **p < .01.