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Behavioral addictions and their reciprocal associations with each other, substance use disorders, and mental health problems: Findings from a longitudinal cohort study of young Swiss men

Wicki, Matthias; Studer, Joseph; Marmet, Simon; Khazaal, Yasser; Gmel, Gerhard (2025). Behavioral addictions and their reciprocal associations with each other, substance use disorders, and mental health problems: Findings from a longitudinal cohort study of young Swiss men. Journal of Behavioral Addictions, 14 (3), pp. 1250-1266 Akadémiai Kiadó Budapest. 10.1556/2006.2025.00078

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Background and Aims
The co-occurrence of behavioral addictions (BAs) and substance use disorders (SUDs) or other mental health problems (MHPs) is well documented. However, there is limited evidence on associations between changes in the severity of BAs, SUDs, and MHPs, or their directions of influence or causation.

Methods
A non-self-selecting sample of 5,611 young Swiss men (mean age 25.5 at baseline and 28.3 at follow-up) completed a self-reporting questionnaire on various BAs (gambling, gaming, internet, internet pornography, smartphone, work), SUDs (alcohol, cannabis) and MHPs (major depressive disorder, ADHD, borderline personality disorder, social anxiety disorder). Latent change score models were used to evaluate pairwise, bidirectional associations in symptom severity among different BAs, and between BAs and SUDs or MHPs.

Results
Overall, changes in each BA's symptom severity were significantly and positively correlated with changes in the symptom severity of other BAs, alcohol use disorder, and MHPs; for cannabis use disorder, such correlations were only found with gaming and work. Significant bidirectional cross-lagged associations were found between the severity of BAs and MHPs, and between the severity of internet and smartphone addiction and other BAs. For SUDs, cross-lagged pathways were often not significant (e.g., with gambling or pornography) or even negative (between cannabis use disorder and work).

Discussion and Conclusions
This study provides strong evidence that BAs and MHPs mutually reinforce each other over time. While this interplay can develop and maintain dysfunction, it may also enable positive change, highlighting the need for a comprehensive theoretical framework and integrated intervention approaches.

Item Type:

Journal Article (Original Article)

ISSN:

2062-5871

Publisher:

Akadémiai Kiadó Budapest

Language:

English

Submitter:

Matthias Wicki

Date Deposited:

08 Jul 2026 16:49

Last Modified:

08 Jul 2026 16:49

Publisher DOI:

10.1556/2006.2025.00078

Related URLs:

Uncontrolled Keywords:

Cohort Study on Substance Use Risk Factors (C-SURF), behavioral addictions, substance use disorders, mental health, latent change score model, cross-domain coupling

PHBern DOI:

10.57694/7854

URI:

https://phrepo.phbern.ch/id/eprint/7854

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