| Literature DB >> 29280392 |
Martin Bielefeld1, Marion Drews2, Inken Putzig3, Laura Bottel1, Toni Steinbüchel1, Jan Dieris-Hirche1, Gregor R Szycik4, Astrid Müller5, Mandy Roy6, Martin Ohlmeier7, Bert Theodor Te Wildt1.
Abstract
Objectives There is good scientific evidence that attention deficit hyperactivity disorder (ADHD) is both a predictor and a comorbidity of addictive disorders in adulthood. These associations not only focus on substance-related addictions but also on behavioral addictions like gambling disorder and Internet use disorder (IUD). For IUD, systematic reviews have identified ADHD as one of the most prevalent comorbidities besides depressive and anxiety disorders. Yet, there is a need to further understand the connections between both disorders to derive implications for specific treatment and prevention. This is especially the case in adult clinical populations where little is known about these relations so far. This study was meant to further investigate this issue in more detail based on the general hypothesis that there is a decisive intersection of psychopathology and etiology between IUD and ADHD. Methods Two case-control samples were examined at a university hospital. Adult ADHD and IUD patients ran through a comprehensive clinical and psychometrical workup. Results We found support for the hypothesis that ADHD and IUD share psychopathological features. Among patients of each group, we found substantial prevalence rates of a comorbid ADHD in IUD and vice versa. Furthermore, ADHD symptoms were positively associated with media use times and symptoms of Internet addiction in both samples. Discussion Clinical practitioners should be aware of the close relationships between the two disorders both diagnostically and therapeutically. When it comes to regain control over one's Internet use throughout treatment and rehabilitation, a potential shift of addiction must be kept in mind on side of practitioners and patients.Entities:
Keywords: Internet use disorder; attention deficit hyperactivity disorder; online addiction
Mesh:
Year: 2017 PMID: 29280392 PMCID: PMC6034949 DOI: 10.1556/2006.6.2017.073
Source DB: PubMed Journal: J Behav Addict ISSN: 2062-5871 Impact factor: 6.756
Diagnostic criteria for Internet use disorder
| 1. Is preoccupied with the Internet (think about previous online activity or anticipate next online session). |
| 2. Needs to use the Internet with increased amount of time to achieve satisfaction. |
| 3. Has made unsuccessful efforts to control, cut back, or stop Internet use. |
| 4. Is restless, moody, depressed, or irritable when attempting to cut down or stop Internet use. |
| 5. Has stayed online longer than originally intended. |
| 1. Has jeopardized or risked the loss of a significant relationship, job, educational, or career opportunity. |
| 2. Has lied to family members, therapist, or others to conceal the extent of involvement with the Internet. |
| 3. Uses the Internet as a way of escaping from problems or of relieving a dysphoric mood (e.g., feelings of helplessness, guilt, anxiety, and depression). |
Note. Adapted from Young (1996) and Beard and Wolf (2001).
Clinical measures. Mean value (SD)
| ADHD group ( | Control group ( | Statistics | IUD group ( | Control group ( | Statistics | Statistics (ADHD vs. IUD) | |
|---|---|---|---|---|---|---|---|
| 36.36 (17.45) | 23.00 (4.34) | 53.28 (12.99) | 24.88 (6.62) | ||||
| Loss of control | 9.68 (4.09) | 4.84 (1.41) | 11.92 (3.49) | 5.28 (2.01) | |||
| Withdrawal symptoms | 6.56 (3.66) | 4.24 (0.72) | 10.12 (3.27) | 4.28 (0.74) | |||
| Development of tolerance | 7.92 (4.06) | 5.72 (2.51) | 12.64 (3.29) | 6.56 (2.95) | |||
| Social relationships | 6.32 (3.73) | 4.12 (0.44) | 10.28 (3.61) | 4.36 (1.08) | |||
| Impact on work performance | 5.88 (3.66) | 4.08 (0.40) | 8.32 (3.57) | 4.40 (1.44) | |||
| 41.68 (16.52) | 10.20 (9.97) | 27.29 (17.30) | 13.84 (11.35) | ||||
| Inattention/memory problem | 80.05 (11.82) | 46.56 (8.91) | 61.77 (13.55) | 45.08 (8.36) | |||
| Hyperactivity/restlessness | 69.86 (18.19) | 48.32 (10.68) | 49.77 (13.81) | 49.38 (10.13) | |||
| Impulsivity/emotional lability | 77.29 (14.21) | 47.36 (10.96) | 58.48 (16.55) | 48.13 (10.44) | |||
| Problems with self-concept | 67.14 (12.11) | 44.40 (10.80) | 58.68 (13.93) | 43.13 (9.82) | |||
| DSM-IV: inattentive | 80.43 (11.91) | 45.16 (7.48) | 57.41 (14.69) | 43.79 (7.47) | |||
| DSM-IV: hyperactive–impulsive | 73.29 (14.34) | 50.48 (8.90) | 53.14 (14.96) | 51.21 (8.83) | |||
| DSM-IV: ADHD symptoms | 80.29 (12.95) | 47.76 (8.51) | 56.27 (14.51) | 47.42 (8.40) | |||
| ADHD Index | 82.00 (10.19) | 47.56 (9.92) | 61.09 (15.47) | 48.08 (10.95) | |||
| Combined | 9 (36%) | – | 3 (12%) | – | |||
| Inattentive | 8 (38%) | – | χ2 (3) = 31.28** | 2 (8%) | 2 (8%) | χ2 (3) = 4.03, n.s. | χ2 (3) = 14.05* |
| Hyperactive–impulsive | 1 (4%) | 1 (4%) | 2 (8%) | 2 (8%) | |||
| No | 3 (12%) | 23 (92%) | 15 (60%) | 15 (60%) | |||
| 16.96 (9.91) | 2.76 (3.66) | 18.54 (8.40) | 2.92 (3.42) | ||||
| GSI | 0.94 (0.50)/63 | 0.23 (0.35)/49 | 0.88 (0.45)/62 | 0.25 (0.36)/50 | |||
| PST | 42.20 (16.92)/59 | 14.28 (15.78)/48 | 40.68 (19.48)/59 | 15.40 (16.23)/48 | |||
| PSDI | 1.89 (0.43)/63 | 1.19 (0.33)/49 | 1.82 (0.43)/62 | 1.25 (0.31)/52 | |||
| 29.71 (3.54) | 29.40 (3.49) | 28.65 (3.66) | 26.84 (4.39) |
Note. Included data sets within the ADHD group reach from n = 20–25 and in its control group from n = 24–25. Within the IUD group, included data sets reach from n = 20–25 and in its control group from 24 to 25. The gray-shaded areas represent the statistical comparison between the respective clinical and control group. The last column represents the statistical comparison between both clinical groups. ADHD: attention deficit hyperactivity disorder; IUD: Internet use disorder; ISS: Internetsuchtskala; WURS-k: Wender Utah Rating Scale; CAARS: Conners’ Adult ADHD Rating Scales; BDI: Beck Depression Inventory; SCL-90-R: Symptom-checklist-90 – Revised; GSI: Global Severity Index; PST: Positive Symptom Total; MWT-B: multiple-choice vocabulary intelligence test; SD: standard deviation; n.s.: not significant.
*p < .01. **p < .001.
Sample demographics
| ADHD group ( | Control group ( | Statistics | IUD group ( | Control group ( | Statistics | Statistics (ADHD vs. IUD) | |
|---|---|---|---|---|---|---|---|
| Sex (male/female) | 14/11 | 14/11 | 19/6 | 19/6 | |||
| Age [mean in years ( | 38.8 (10.22) | 38.16 (10.84) | 29.36 (10.76) | 29.48 (9.96) | |||
| IQ [mean ( | 109.92 (14.43) | 108.36 (11.22) | 106.61 (13.11) | 101.72 (10.10) | |||
| School student | – | – | χ2 (2) = 2.03, n.s. | 1 (4%) | 1 (4%) | χ2 (3) = 0.36, n.s. | χ2 (3) = 5.92, n.s. |
| Secondary modern school | 8 (32%) | 5 (20%) | 2 (8%) | 2 (8%) | |||
| Middle school | 10 (40%) | 15 (60%) | 10 (40%) | 12 (48%) | |||
| High school/grammar school | 7 (28%) | 5 (20%) | 12(48%) | 10 (40%) | |||
| None | 4 (16%) | 2 (8%) | χ2 (5) = 3.47, n.s | 9 (36%) | – | χ2 (6) = 13.61, n.s. | χ2 (6) = 12.92, n.s. |
| In education (apprenticeship) | – | – | 3 (12%) | 4 (16%) | |||
| Finished apprenticeship | 14 (56%) | 16 (64%) | 6 (24%) | 11 (44%) | |||
| Technical college | 4 (16%) | 2 (8%) | 1 (4%) | 2 (8%) | |||
| University degree | 2 (8%) | 4 (16%) | 5 (20%) | 5 (20%) | |||
| Other | – | – | – | 3 (12%) | |||
| Yes, learned | 9 (36%) | 16 (64%) | χ2 (5) = 5.00, n.s. | 9 (36%) | 15 (60%) | χ2 (6) = 12.41, n.s. | χ2 (7) = 10.29, n.s. |
| Yes, other | 6 (24%) | 5 (20%) | 2 (8%) | 3 (12%) | |||
| Yes, protected | 1 (4%) | – | – | – | |||
| No, family break | 2 (8%) | 1 (4%) | – | 2 (8%) | |||
| No, without job | 5 (20%) | 2 (8%) | 6 (24%) | 1 (4%) | |||
| No, permanent sick leave | – | – | 4 (16%) | – | |||
| No, in pension | – | – | 1 (4%) | – | |||
| No, other | 2 (8%) | 1 (4%) | 3 (12%) | 4 (16%) | |||
| Single | 6 (24%) | 4 (16%) | χ2 (3) = 3.09, n.s. | 11 (44%) | 9 (36%) | χ2 (4) = 8.38, n.s. | χ2 (4) = 12.77, n.s. |
| In partnership | 7 (28%) | 6 (24%) | 12 (48%) | 10 (40%) | |||
| Married | 8 (32%) | 14 (56%) | – | 6 (24%) | |||
| Separated/divorced | 3 (12%) | 1 (4%) | 1 (4%) | – | |||
| Widowed | – | – | 1 (4%) | – | |||
| Depression | 14 (56%) | 0% | – | 12 (48%) | 0% | – | |
| Anxiety disorder | 7 (28%) | 0% | – | 6 (24%) | 0% | – | χ2 (1) = 0.10, n.s. |
| OCD | 1 (4%) | 0% | – | 1 (4%) | 0% | – | χ2 (1) = 0, n.s. |
| Eating disorder | 4 (16%) | 0% | – | 2 (8%) | 0% | – | χ2 (1) = 0.76, n.s. |
| Adaptive disorder | 1 (4%) | 0% | – | – | 0% | – | χ2 (1) = 1.02, n.s. |
| Somatization disorder | 1 (4%) | 0% | – | – | 0% | – | χ2 (1) = 1.02, n.s. |
| Psychosomatic disorder | 5(20%) | 0% | – | 3 (12%) | 0% | – | χ2 (1) = 0.60, n.s. |
| PTSD | 2 (8%) | 0% | – | – | 0% | – | – |
| Dissociative identity disorder | – | 0% | – | 2 (8%) | 0% | – | – |
| Borderline personality | 1 (4%) | 0% | – | – | 0% | – | |
| Other personality disorder | 1 (4%) | 0% | – | 2 (8%) | 0% | – | χ2 (1) = 0.36, n.s. |
| Addictive disorder | 3 (12%) | 0% | – | 1 (4%) | 0% | – | χ2 (1) = 1.09, n.s. |
| Schizophrenia | 1 (4%) | 0% | – | 1 (4%) | 0% | – | χ2 (1) = 0, n.s. |
| ADHD | 10 (40%) | 0% | – | 0 (0%) | 0% | – | χ2 (1) = 12.50* |
| Other | 0 (0%) | 0% | 4 (16%) | 0% | χ2 (1) = 4.35 |
Note. The gray-shaded areas represent the statistical comparison between the respective clinical and control group. The final column represents the statistical comparison between both clinical groups. SD: standard deviation; IUD: Internet use disorder; ADHD: attention deficit hyperactivity disorder; OCD: obsessive compulsive disorder; PTSD: posttraumatic stress disorder.
Four data sets missing, one data set missing, three data sets missing.
*p < .01. **p < .001.
Media use. Mean (SD)
| ADHD group ( | Control group ( | Statistics | IUD group ( | Control group ( | Statistics | Statistics (ADHD vs. IUD) | |
|---|---|---|---|---|---|---|---|
| 15 (60) | 9 (36) | χ2 (1) = 2.89, n.s. | 21 (87.5) | 10 (40) | χ2 (1) = 11.89** | χ2 (1) = 4.75, n.s. | |
| Video games use since (years) | 9.3 (5.95) | 13.3 (6.98) | 13.15 (6.26) | 12.9 (6.15) | |||
| Video games use (days/week) | 4.61 (2.34) | 2.31 (2.05) | 5.90 (2.02) | 2.75 (2.53) | |||
| Video games use (hours/day) | 3.69 (3.12) | 1.81 (1.31) | 6.47 (5.41) | 1.94 (0.95) | |||
| Interest | 7 (46.7) | 4 (44.4) | 10 (47.6) | 5 (50) | |||
| Entertainment | 10 (66.7) | 7 (77.8) | 16 (76.2) | 9 (90) | |||
| Boredom | 5 (33.3) | 3 (33.3) | 14 (66.7) | 4 (40) | |||
| Relaxation | 7 (46.7) | 1 (11.1) | 5 (23.8) | 1 (90) | |||
| Stimulation | 1 (6.7) | 0 (0) | 1 (4.8) | 0 (0) | |||
| Loneliness | 3 (20) | 0 (0) | 3 (14.3) | 0 (0) | |||
| Socialization | 1 (6.7) | 0 (0) | 5 (23.8) | 0 (0) | |||
| Self-perceived addiction [ | 11 (73.3) | 0 (0) | χ2 (1) = 12.76** | 12 (57.1) | 1 (10) | χ2 (1) = 7.60* | χ2 (1) = 0.52, n.s. |
| 24 (96) | 21 (84) | χ2 (1) = 2.00, n.s. | 23 (95.8) | 23 (92) | χ2 (1) = 0.31, n.s. | χ2 (1) = 0.001, n.s. | |
| Internet use since (years) | 5.08 (2.86) | 5.86 (2.20) | 7.43 (3.67) | 5.65 (2.60) | |||
| Internet use (days/week) | 4.96 (2.20) | 3.48 (2.52) | 6.96 (0.21) | 3.96 (2.57) | |||
| Internet use (hours/day) | 2.50 (2.43) | 1.64 (1.97) | 6.47 (4.07) | 2.20 (2.52) | |||
| Interest | 22 (91.7) | 21 (100) | 16 (69.6) | 22 (95.7) | |||
| Entertainment | 10 (41.7) | 4 (19) | 14 (60.9) | 8 (34.8) | |||
| Boredom | 5 (20.8) | 2 (9.5) | 14 (60.9) | 4 (17.4) | |||
| Relaxation | 2 (8.3) | 0 (0) | 4 (17.4) | 0 (0) | |||
| Stimulation | 6 (25) | 7 (33.3) | 5 (21.7) | 6 (26.1) | |||
| Loneliness | 1 (4.2) | 0 (0) | 6 (26.1) | 0 (0) | |||
| Socialization | 10 (41.7) | 2 (9.5) | 11 (47.8) | 2 (8.7) | |||
| Self-perceived addiction [ | 6 (25) | 2 (9.5) | χ2 (1) = 2.02, n.s. | 17 (73.9) | 3 (13) | χ2 (1) = 20.42** | χ2 (1) = 14.03** |
Note. The gray-shaded areas represent the statistical comparison between the respective clinical and control group. The last column represents the statistical comparison between both clinical groups. SD: standard deviation; IUD: Internet use disorder; ADHD: attention deficit hyperactivity disorder; n.s.: not significant.
One data set missing, four data sets missing.
*p < .01. **p < .001.
Scale correlations and internal consistencies (left: ADHD and right IUD) in the diagonal for the ADHD (below the diagonal) and IUD sample (above the diagonal)
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. WURS-k | −0.022 | 0.627 | 0.223 | 0.715 | 0.208 | 0.611 | 0.264 | 0.297 | ||||||||||
| 2. ISS | 0.394 | 0.232 | 0.218 | 0.159 | 0.169 | 0.236 | 0.171 | −0.319 | ||||||||||
| 3. CAARS DSM-IV: ADHD | 0.509 | 0.364 | 0.771 | 0.830 | −0.281 | 0.442 | 0.315 | −0.147 | ||||||||||
| 4. CAARS DSM-IV: inattention | 0.389 | 0.396 | 0.891 | 0.285 | −0.315 | 0.159 | −0.017 | −0.200 | ||||||||||
| 5. CAARS DSM-IV: hyperactive | 0.523 | 0.271 | 0.919 | 0.640 | −0.147 | 0.525 | 0.453 | −0.077 | ||||||||||
| 6. BDI | −0.011 | 0.357 | 0.176 | 0.143 | 0.174 | 0.294 | 0.216 | −0.050 | ||||||||||
| 7. SCL-90 (GSI) | −0.206 | 0.104 | 0.276 | 0.304 | 0.203 | 0.580 | 0.298 | −0.042 | ||||||||||
| 8. Internet use (hr) | 0.630 | 0.472 | 0.418 | 0.385 | 0.392 | 0.025 | −0.223 | – | – | –0.078 | ||||||||
| 9. Video games use (hr) | 0.564 | 0.418 | 0.313 | 0.231 | 0.342 | 0.209 | −0.158 | 0.818 | – | – | ||||||||
Note. Pearson’s correlations, included data sets reach from 12 to 25 (ADHD group) and 17 to 24 (IUD group). WURS-k: Wender Utah Rating Scale; ISS: Internetsuchtskala; IUD: Internet use disorder; ADHD: attention deficit hyperactivity disorder; CAARS: Conners’ Adult ADHD Rating Scales; BDI: Beck Depression Inventory; SCL-90-R: Symptom-checklist-90; GSI: Global Severity Index.
p < .01; p values are two-sided.