A latent profile approach for the study of internet gaming disorder, social media addiction, and psychopathology in a normative sample of adolescents
Open Access
- 1 August 2019
- journal article
- research article
- Published by Taylor & Francis in Psychology Research and Behavior Management
- Vol. ume 12, 651-659
Abstract
Background: For a small minority of individuals, the overuse of digital technologies has been associated with negative factors, including psychological distress and psychopathological symptoms. Two technology-based addictions – internet gaming disorder (IGD) and social media addiction (SMA) – have been found to be related to comorbid disorders and impulsivity especially in adolescents and emerging adults’ populations, but results in this field are inconclusive Purpose: Using the latent profile analysis (LPA), this study identified different profiles of adolescents characterized by unique patterns of psychopathological risks, and similar levels of impulsivity, IGD, and SMA. Participants and methods: A total of 643 participants (312 males; Mage =16.02 years) were divided into three age groups (early, mid-, and late adolescence). They completed a battery of scales comprising: Internet Gaming Disorder Scale–Short Form, Bergen Social Media Addiction Scale, Barratt Impulsiveness Scale for Adolescents, and Symptom Checklist-90-R. Results: LPAs revealed distinct profiles across early, mid- and late adolescence with regards to the psychopathological variables taken into account. Specifically, only two profiles were identified in the 14–15 year age group, whereas three profiles emerged in the 16–17 year age group. Conclusion: This study highlighted that the profiles identified in each age group differed in terms of psychopathological risk (low, medium and high), showing instead similar (and non-clinical) scores in technology-based addictions and impulsivity. Results could be useful in designing prevention and intervention programs in youth showing similar patterns for technology-based addictions, but different levels of psychopathological symptoms.Keywords
This publication has 17 references indexed in Scilit:
- Mothers and Fathers with Binge Eating Disorder and Their 18–36 Months Old Children: A Longitudinal Study on Parent–Infant Interactions and Offspring’s Emotional–Behavioral ProfilesFrontiers in Psychology, 2016
- The relationship between addictive use of social media and video games and symptoms of psychiatric disorders: A large-scale cross-sectional study.Psychology of Addictive Behaviors, 2016
- ASSOCIATION BETWEEN SOCIAL MEDIA USE AND DEPRESSION AMONG U.S. YOUNG ADULTSDepression and Anxiety, 2016
- The Role of Metacognition in Pathological Gambling: A Mediation ModelJournal of Gambling Studies, 2015
- Prevalence of Pathological Internet Use in a Representative German Sample of Adolescents: Results of a Latent Profile AnalysisPsychopathology, 2014
- Mixture Modeling Methods for the Assessment of Normal and Abnormal Personality, Part I: Cross-Sectional ModelsJournal of Personality Assessment, 2013
- Toward a consensus definition of pathological video-gaming: A systematic review of psychometric assessment toolsClinical Psychology Review, 2013
- Psychometric properties of the Italian version of the SCL-90-R: A study on a large community sampleEuropean Psychiatry, 2011
- Factor structure of the barratt impulsiveness scaleJournal of Clinical Psychology, 1995
- Factor Analysis of Some Psychometric Measures of Impulsiveness and AnxietyPsychological Reports, 1965