From Behavioral Addictions to Digital Dependencies: A Bibliometric Analysis of Cryptocurrency, Online Gambling, and Gaming Disorder Research
Abstract
Aim: This study aims to present a bibliometric mapping of three critical areas in digital addiction research (cryptocurrency, online gambling, and gaming disorder) spanning the period 2010-2025. Specifically, it aims to reveal the place of these three critical areas within academic production, their development trends, and their structural relationships.
Method: A total of 2,693 articles retrieved from the Web of Science database were examined following PRISMA guidelines, with publication trends, keyword clusters, country contributions, and co-authorship networks visualized.
Results: Digital addiction research has expanded rapidly, it has yet to achieve full theoretical and methodological maturity. The cryptocurrency domain remains relatively new and fragmented, online gambling experienced a marked increase during the COVID-19 period, and gaming disorder has emerged as the largest and comparatively more mature field. A common thread across these domains lies in shared psychodynamic processes—such as risk-taking and reward expectancy—that intersect with behavioral addictions.
Conclusion: This study underscores the need to address digital addictions not only at the individual level but also as a broader public health concern. It offers a holistic perspective on the current state and future directions of digital addictions, providing valuable implications for both policymakers and researchers.
Keywords
References
- 1. Reichert RA, Martins GDG, da Silva AMB, et al. New forms of addiction: Digital media. In: Psychology of Substance Abuse: Psychotherapy, Clinical Management and Social Intervention. Cham: Springer; 2021:43-53.
- 2. Grant JE, Potenza MN, Weinstein A, Gorelick DA. Introduction to behavioral addictions. Am J Drug Alcohol Abuse. 2010;36(5):233-241. doi: 10.3109/00952990.2010.491884.
- 3. Starcevic V, Aboujaoude E. Internet addiction: Reappraisal of an increasingly inadequate concept. CNS Spectr. 2017;22(1):7-13. doi: 10.1017/S1092852915000863.
- 4. Yau YH, Potenza MN. Gambling disorder and other behavioral addictions: Recognition and treatment. Harv Rev Psychiatry. 2015;23(2):134-146.
- 5. Ding K, Shen Y, Liu Q, Li H. The effects of digital addiction on brain function and structure of children and adolescents: A scoping review. Healthcare (Basel). 2023;12(1):15.
- 6. Grițenco E, Şeptiţchi V, Borshev Y. Info-digital addiction: An interdisciplinary analysis of the phenomenon, its criteria, and consequences. Stud Univ Moldav (Ser Şti Reale Naturi). 2025;181(1):107-113.
- 7. Small GW, Lee J, Kaufman A, et al. Brain health consequences of digital technology use. Dialogues Clin Neurosci. 2020;22(2):179-187. doi: 10.31887/DCNS.2020.22.2/gsmall.
- 8. Baciu AB. Medical and social consequences of digital addiction. Proc Rom Acad. 2020;22:141-147.
Details
Primary Language
English
Subjects
Health Psychology
Journal Section
Research Article
Early Pub Date
April 29, 2026
Publication Date
April 29, 2026
Submission Date
September 30, 2025
Acceptance Date
April 8, 2026
Published in Issue
Year 2026 Number: 28