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Brand M, Antons S, Bőthe B, Demetrovics Z, Fineberg NA, Jimenez-Murcia S, King DL, Mestre-Bach G, Moretta T, Müller A, Wegmann E, Potenza MN. Current Advances in Behavioral Addictions: From Fundamental Research to Clinical Practice. Am J Psychiatry 2025; 182:155-163. [PMID: 39659159 DOI: 10.1176/appi.ajp.20240092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2024]
Abstract
Gambling disorder is the only behavioral addiction recognized as a clinical disorder in DSM-5, and Internet gaming disorder is included as a condition requiring further research. ICD-11 categorizes gambling and gaming disorders as disorders due to addictive behaviors. Additional behavioral addictions may include compulsive sexual behavior disorder, compulsive buying-shopping disorder, and problematic use of social media. This narrative review summarizes the current state of knowledge regarding these five (potential) disorders due to addictive behaviors. All five (potential) disorders are clinically relevant and prevalent. Behavioral addictions frequently co-occur with other mental and behavioral problems, such as depression, anxiety, and attention deficit hyperactivity disorder. Validated diagnostic instruments exist, with empirical support varying across conditions. No medications have approved indications from regulatory bodies for behavioral addictions, and cognitive-behavioral therapy has the most empirical support for efficacious treatment. Given that behavioral addictions are prevalent, frequently co-occur with psychiatric disorders, may often go undiagnosed and untreated, and have been linked to poorer treatment outcomes, active screening and treatment are indicated. Public health considerations should be expanded, and impacts of modern technologies should be investigated more intensively. Treatment optimization involving pharmacotherapy, psychotherapy, neuromodulation, and their combination warrants additional investigation.
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Affiliation(s)
- Matthias Brand
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Stephanie Antons
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Beata Bőthe
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Zsolt Demetrovics
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Naomi A Fineberg
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Susana Jimenez-Murcia
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Daniel L King
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Gemma Mestre-Bach
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Tania Moretta
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Astrid Müller
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Elisa Wegmann
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
| | - Marc N Potenza
- General Psychology-Cognition, Faculty of Computer Science, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Center for Behavioral Addiction Research, Center for Translational Neuro- and Behavioral Sciences, University Hospital Essen, University of Duisburg-Essen, Germany (Brand, Antons, Wegmann); Erwin L. Hahn Institute for Magnetic Resonance Imaging, Essen, Germany (Brand, Antons); Department of Psychology, University of Montreal, Montreal (Bőthe); Interdisciplinary Research Center on Intimate Relationship Problems and Sexual Abuse (CRIPCAS), Montreal (Bőthe); College of Education, Psychology, and Social Work, Flinders University, Adelaide, Australia (Demetrovics, King); Institute of Psychology, ELTE Eötvös Loránd University, Budapest (Demetrovics); Center of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar (Demetrovics); School of Life and Medical Sciences, University of Hertfordshire, Hatfield, UK (Fineberg); Hertfordshire Partnership University NHS Foundation Trust, Welwyn Garden City, UK (Fineberg); University of Cambridge School of Clinical Medicine, Cambridge, UK (Fineberg); Department of Clinical Psychology, Bellvitge University Hospital, Bellvitge Biomedical Research Institute (IDIBELL), Barcelona (Jimenez-Murcia); Ciber Physiopathology of Obesity and Nutrition, Instituto de Salud Carlos III, Barcelona (Jimenez-Murcia); Psychoneurobiology of Eating and Addictive Behaviors Group, Neurosciences Program, IDIBELL, Barcelona (Jimenez-Murcia); Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona (Jimenez-Murcia); Psychology Services of the University of Barcelona, Barcelona (Jimenez-Murcia); Instituto de Investigación, Transferencia e Innovación, Universidad Internacional de La Rioja, La Rioja, Spain (Mestre-Bach); Department of General Psychology, University of Padova, Padua, Italy (Moretta); Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hanover, Germany (Müller); Departments of Psychiatry, Neuroscience, and Child Study and Wu Tsai Institute, Yale University School of Medicine, New Haven, CT (Potenza); Connecticut Council on Problem Gambling, Wethersfield, CT (Potenza); Connecticut Mental Health Center, New Haven, CT (Potenza)
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Horváth Z, Nagy L, Koós M, Kraus SW, Demetrovics Z, Potenza MN, Ballester-Arnal R, Batthyány D, Bergeron S, Billieux J, Briken P, Burkauskas J, Cárdenas-López G, Carvalho J, Castro-Calvo J, Chen L, Ciocca G, Corazza O, Csako R, Fernandez DP, Fujiwara H, Fernandez EF, Fuss J, Gabrhelík R, Gewirtz-Meydan A, Gjoneska B, Gola M, Grubbs JB, Hashim HT, Islam MS, Ismail M, Jiménez-Martínez MC, Jurin T, Kalina O, Klein V, Költő A, Lee SK, Lewczuk K, Lin CY, Lochner C, López-Alvarado S, Lukavská K, Mayta-Tristán P, Miller DJ, Orosová O, Orosz G, Ponce FP, Quintana GR, Quintero Garzola GC, Ramos-Diaz J, Rigaud K, Rousseau A, Scanavino MDT, Schulmeyer MK, Sharan P, Shibata M, Shoib S, Sigre-Leirós V, Sniewski L, Spasovski O, Steibliene V, Stein DJ, Strizek J, Tsai MC, Ünsal BC, Vaillancourt-Morel MP, Van Hout MC, Bőthe B. Psychometric properties of the Alcohol Use Disorders Identification Test (AUDIT) across cross-cultural subgroups, genders, and sexual orientations: Findings from the International Sex Survey (ISS). Compr Psychiatry 2023; 127:152427. [PMID: 37782987 DOI: 10.1016/j.comppsych.2023.152427] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/18/2023] [Accepted: 09/22/2023] [Indexed: 10/04/2023] Open
Abstract
INTRODUCTION Despite being a widely used screening questionnaire, there is no consensus on the most appropriate measurement model for the Alcohol Use Disorders Identification Test (AUDIT). Furthermore, there have been limited studies on its measurement invariance across cross-cultural subgroups, genders, and sexual orientations. AIMS The present study aimed to examine the fit of different measurement models for the AUDIT and its measurement invariance across a wide range of subgroups by country, language, gender, and sexual orientation. METHODS Responses concerning past-year alcohol use from the participants of the cross-sectional International Sex Survey were considered (N = 62,943; Mage: 32.73; SD = 12.59). Confirmatory factor analysis, as well as measurement invariance tests were performed for 21 countries, 14 languages, three genders, and four sexual-orientation subgroups that met the minimum sample size requirement for inclusion in these analyses. RESULTS A two-factor model with factors describing 'alcohol use' (items 1-3) and 'alcohol problems' (items 4-10) showed the best model fit across countries, languages, genders, and sexual orientations. For the former two, scalar and latent mean levels of invariance were reached considering different criteria. For gender and sexual orientation, a latent mean level of invariance was reached. CONCLUSIONS In line with the two-factor model, the calculation of separate alcohol-use and alcohol-problem scores is recommended when using the AUDIT. The high levels of measurement invariance achieved for the AUDIT support its use in cross-cultural research, capable also of meaningful comparisons among genders and sexual orientations.
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Affiliation(s)
- Zsolt Horváth
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar.
| | - Léna Nagy
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Mónika Koós
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Shane W Kraus
- Department of Psychology, University of Nevada, Las Vegas, Las Vegas, NV, USA
| | - Zsolt Demetrovics
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Centre of Excellence in Responsible Gaming, University of Gibraltar, Gibraltar, Gibraltar
| | - Marc N Potenza
- Yale University School of Medicine, New Haven, CT, USA; Connecticut Council on Problem Gambling, Wethersfield, CT, USA; Connecticut Mental Health Center, New Haven, CT, USA
| | - Rafael Ballester-Arnal
- Departmento de Psicología Básica, Clínica y Psicobiología, University Jaume I of Castellón, Spain
| | - Dominik Batthyány
- Institute for Behavioural Addictions, Sigmund Freud University Vienna, Austria
| | - Sophie Bergeron
- Département de psychologie, Université de Montréal, Montréal, Canada
| | - Joël Billieux
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Center for Excessive Gambling, Addiction Medicine, Lausanne University Hospitals (CHUV), Lausanne, Switzerland
| | - Peer Briken
- Institute for Sex Research, Sexual Medicine, and Forensic Psychiatry; University Medical Centre Hamburg-Eppendorf; Hamburg, Germany
| | - Julius Burkauskas
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Georgina Cárdenas-López
- Virtual Teaching and Cyberpsychology Laboratory, School of Psychology, National Autonomous University of Mexico, Mexico
| | - Joana Carvalho
- William James Center for Research, Departamento de Educação e Psicologia, Universidade de Aveiro, Aveiro, Portugal
| | - Jesús Castro-Calvo
- Department of Personality, Assessment, and Psychological Treatments, University of Valencia, Spain
| | - Lijun Chen
- Department of Psychology, College of Humanity and Social Science, Fuzhou University, China
| | - Giacomo Ciocca
- Section of Sexual Psychopathology, Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome, Rome, Italy
| | - Ornella Corazza
- Department of Clinical, Pharmaceutical and Biological Sciences, University of Hertfordshire, United Kingdom; Department of Psychocology and Cognitive Science, University of Trento, Italy
| | - Rita Csako
- Department of Psychology and Neuroscience, Auckland University of Technology, Auckland, New Zealand
| | | | - Hironobu Fujiwara
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan; Decentralized Big Data Team, RIKEN Center for Advanced Intelligence Project, Tokyo, Japan; The General Research Division, Osaka University Research Center on Ethical, Legal and Social Issues, Osaka, Japan
| | | | - Johannes Fuss
- Institute of Forensic Psychiatry and Sex Research, Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany
| | - Roman Gabrhelík
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; General University Hospital in Prague, Department of Addictology, Czech Republic
| | - Ateret Gewirtz-Meydan
- School of Social Work, Faculty of Social Welfare and Health Sciences, University of Haifa, Israel
| | | | - Mateusz Gola
- Institute of Psychology, Polish Academy of Sciences, Poland; Institute for Neural Computations, University of California San Diego, USA
| | - Joshua B Grubbs
- University of New Mexico, Albuquerque, United States; Center for Alcohol, Substance use, And Addiction (CASAA), University of New Mexico, Albuquerque, United States
| | | | - Md Saiful Islam
- Department of Public Health and Informatics, Jahangirnagar University, Savar, Dhaka 1342, Bangladesh; Centre for Advanced Research Excellence in Public Health, Savar, Dhaka 1342, Bangladesh
| | | | - Martha C Jiménez-Martínez
- Universidad Pedagógca y Tecnológica de Colombia, Colombia; Grupo de Investigación Biomédica y de Patología, Colombia
| | - Tanja Jurin
- Department of Psychology, Humanities and Social Sciences, University of Zagreb, Croatia
| | - Ondrej Kalina
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | - Verena Klein
- School of Psychology, University of Southampton, United Kingdom
| | - András Költő
- Health Promotion Research Centre, University of Galway, Ireland
| | - Sang-Kyu Lee
- Department of Psychiatry, Hallym University Chuncheon Sacred Heart Hospital, South Korea; Chuncheon Addiction Management Center, South Korea
| | - Karol Lewczuk
- Institute of Psychology, Cardinal Stefan Wyszynski University, Warsaw, Poland
| | - Chung-Ying Lin
- Institute of Allied Health Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Christine Lochner
- SAMRC Unit on Risk & Resilience in Mental Disorders, Stellenbosch University, South Africa
| | | | - Kateřina Lukavská
- Charles University, First Faculty of Medicine, Department of Addictology, Prague, Czech Republic; Charles University, Faculty of Education, Department of Psychology, Prague, Czech Republic
| | | | - Dan J Miller
- College of Healthcare Sciences, James Cook University, Australia
| | - Oľga Orosová
- Department of Educational Psychology and Psychology of Health, Pavol Jozef Safarik University in Kosice, Slovakia
| | | | | | - Gonzalo R Quintana
- Departamento de Psicología y Filosofía, Facultad de Ciencias Sociales, Universidad de Tarapacá, Arica, Arica y Parinacota, Chile
| | | | - Jano Ramos-Diaz
- Facultad de Ciencias de la Salud, Universidad Privada del Norte, Lima, Peru
| | | | - Ann Rousseau
- Leuven School For Mass Communication, KU Leuven, Leuven, Belgium
| | - Marco De Tubino Scanavino
- Department of Psychiatry, Schulich School of Medicine & Dentistry, Western University, St. Joseph's Health Care London and London Health Sciences Centre, London, Canada; Lawson Health Research Institute, London, Canada; Departmento e Instituto de Psiquiatria, Hospital das Clinicas; and Experimental Pathophysiology Post Graduation Program, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | | | - Pratap Sharan
- Department of Psychiatry, All India Institute of Medical Sciences, New Delhi -110029, India
| | - Mami Shibata
- Department of Neuropsychiatry, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sheikh Shoib
- Department of Health Services, Srinagar, 190001, India; Sharda University, Greater Noida, India; Psychosis Research Centre, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
| | - Vera Sigre-Leirós
- Institute of Psychology, University of Lausanne, Lausanne, Switzerland
| | | | - Ognen Spasovski
- Faculty of Philosophy, Ss. Cyril and Methodius University in Skopje, North Macedonia; Faculty of Philosophy, University of Ss. Cyril and Methodius in Trnava, Slovakia
| | - Vesta Steibliene
- Laboratory of Behavioral Medicine, Neuroscience Institute, Lithuanian University of Health Sciences, Palanga, Lithuania
| | - Dan J Stein
- SAMRC Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry & Neuroscience Institute, University of Cape Town
| | | | - Meng-Che Tsai
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Berk C Ünsal
- Institute of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary; Doctoral School of Psychology, ELTE Eötvös Loránd University, Budapest, Hungary
| | | | - Marie Claire Van Hout
- Public Health Institute, Faculty of Health, Liverpool John Moores University, United Kingdom
| | - Beáta Bőthe
- Département de psychologie, Université de Montréal, Montréal, Canada
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