Which Components Explain the Change of Symptom Severity of Problematic Usage of the Internet? A 6-Month Follow-Up Investigation
Abstract Assumed components explaining the change of symptom severity in problematic usage of the internet are general predisposing factors including psychopathology (e.g., compulsivity, depression, anxiety, chronic stress) and behavior-specific factors (e.g., use expectancies, experience of gratification/compensation, usage time, habitual use). We screened for symptom severity based on ICD-11 and DSM-5 criteria and assessed all mentioned factors at baseline and in a 6-month follow-up ( N = 574). Change scores of the predictors and whether participants received therapy explained about 20% of variance in symptom change scores; R 2 = .199 for ICD-11 and R 2 = .216 for DSM-5 criteria. Strongest predictors of symptom change were as follows: received therapy, avoidant use expectancies, time of use, habitual use, depression, compulsivity, and chronic stress. Results indicate that a decrease of symptom severity is related to decreased levels of variables associated with negative reinforcement mechanisms. Treatment, even if not addiction-specific, proved to be beneficial. The influence of external factors warrants further research.
Authors
- Andreas Oelker (ORCID: https://orcid.org/0000-0002-6351-8638)
- Sabine Steins‐Loeber (ORCID: https://orcid.org/0000-0002-7651-0627)
- Astrid Müller (ORCID: https://orcid.org/0000-0001-6176-2947)
- Silke M. Müller
- Matthias Brand (ORCID: https://orcid.org/0000-0002-4831-9542)
Institutions
- Erwin L. Hahn Institute for Magnetic Resonance Imaging (DE)
- Medizinische Hochschule Hannover (DE)
- Essen University Hospital (DE)
- University of Duisburg-Essen (DE)
- University of Bamberg (DE)
Publication Details
- Journal
- International Journal of Mental Health and Addiction
- Published
- 2026-04-13
- DOI
- https://doi.org/10.1007/s11469-026-01653-z
- Primary Topic
- Impact of Technology on Adolescents
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Deutsche Forschungsgemeinschaft
- Universität Duisburg-Essen