Drinking motives, personality traits and life stressors—identifying pathways to harmful alcohol use in adolescence using a panel network approach-Reference-Cited by-同舟云学术

Drinking motives, personality traits and life stressors—identifying pathways to harmful alcohol use in adolescence using a panel network approach

Published:2023-05-25 Issue:10 Volume:118 Page:1908-1919
ISSN:0965-2140
Container-title:Addiction
language:en
Short-container-title:Addiction

Author:

Freichel René¹^ORCID,Pfirrmann Janine¹^ORCID,Cousjin Janna²,de Jong Peter³,Franken Ingmar²^ORCID,Banaschewski Tobias⁴,Bokde Arun L. W.⁵,Desrivières Sylvane⁶,Flor Herta⁷⁸,Grigis Antoine⁹,Garavan Hugh¹⁰,Heinz Andreas¹¹,Martinot Jean‐Luc¹²,Martinot Marie‐Laure Paillère¹²¹³,Artiges Eric¹²¹⁴,Nees Frauke¹⁵,Orfanos Dimitri Papadopoulos⁹,Poustka Luise¹⁶,Hohmann Sarah⁴,Fröhner Juliane H.¹⁷,Smolka Michael N.¹⁷^ORCID,Vaidya Nilakshi¹⁸,Whelan Robert¹⁹^ORCID,Schumann Gunter¹⁸²⁰,Walter Henrik¹¹,Veer Ilya M.¹,Wiers Reinout W.¹²¹^ORCID,

Affiliation:

1. Addiction Development and Psychopathology (ADAPT)‐lab, Department of Psychology University of Amsterdam Amsterdam The Netherlands

2. Center for Substance Use and Addiction Research. (CESAR), Department of Psychology, Education and Child Studies Erasmus University Rotterdam Rotterdam The Netherlands

3. Department of Clinical Psychology and Experimental Psychopathology University of Groningen Groningen The Netherlands

4. Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim Heidelberg University Mannheim Germany

5. Discipline of Psychiatry, School of Medicine and Trinity College Institute of Neuroscience Trinity College Dublin Dublin Ireland

6. Centre for Population Neuroscience and Precision Medicine (PONS), Institute of Psychiatry, Psychology and Neuroscience, SGDP Centre King’s College London UK

7. Institute of Cognitive and Clinical Neuroscience, Central Institute of Mental Health, Medical Faculty Mannheim Heidelberg University Mannheim Germany

8. Department of Psychology, School of Social Sciences University of Mannheim Mannheim Germany

9. NeuroSpin, CEA Université Paris‐Saclay Gif‐sur‐Yvette France

10. Departments of Psychiatry and Psychology University of Vermont Burlington VT USA

11. Department of Psychiatry and Psychotherapy CCM Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt‐Universität zu Berlin, and Berlin Institute of Health Berlin Germany

12. Institut National de la Santé et de la Recherche Médicale, INSERM U A10 ‘Trajectoires développementales en psychiatrie’, Université Paris‐Saclay, Ecole Normale supérieure Paris‐Saclay, CNRS, Centre Borelli Gif‐sur‐Yvette France

13. AP‐HP, Sorbonne Université, Department of Child and Adolescent Psychiatry, Pitié‐Salpêtrière Hospital Paris France

14. Psychiatry Department EPS Barthélémy Durand Etampes France

15. Institute of Medical Psychology and Medical Sociology Kiel University Kiel Germany

16. Department of Child and Adolescent Psychiatry and Psychotherapy University Medical Centre Göttingen Göttingen Germany

17. Department of Psychiatry and Neuroimaging Center Technische Universität Dresden Dresden Germany

18. Centre for Population Neuroscience and Stratified Medicine (PONS), Department of Psychiatry and Neuroscience Charité Universitätsmedizin Berlin Germany

19. School of Psychology and Global Brain Health Institute Trinity College Dublin Dublin Ireland

20. Centre for Population Neuroscience and Precision Medicine (PONS), Institute for Science and Technology of Brain‐inspired Intelligence (ISTBI) Fudan University Shanghai China

21. Center for Urban Mental Health University of Amsterdam Amsterdam The Netherlands

Abstract

AbstractBackground and aimsModels of alcohol use risk suggest that drinking motives represent the most proximal risk factors on which more distal factors converge. However, little is known about how distinct risk factors influence each other and alcohol use on different temporal scales (within a given moment versus over time). We aimed to estimate the dynamic associations of distal (personality and life stressors) and proximal (drinking motives) risk factors, and their relationship to alcohol use in adolescence and early adulthood using a novel graphical vector autoregressive (GVAR) panel network approach.Design, setting and casesWe estimated panel networks on data from the IMAGEN study, a longitudinal European cohort study following adolescents across three waves (aged 16, 19 and 22 years). Our sample consisted of 1829 adolescents (51% females) who reported alcohol use on at least one assessment wave.MeasurementsRisk factors included personality traits (NEO‐FFI: neuroticism, extraversion, openness, agreeableness and conscientiousness; SURPS: impulsivity and sensation‐seeking), stressful life events (LEQ: sum scores of stressful life events), and drinking motives [drinking motives questionnaire (DMQ): social, enhancement, conformity, coping anxiety and coping depression]. We assessed alcohol use [alcohol use disorders identification test (AUDIT): quantity and frequency] and alcohol‐related problems (AUDIT: related problems).FindingsWithin a given moment, social [partial correlation (pcor) = 0.17] and enhancement motives (pcor = 0.15) co‐occurred most strongly with drinking quantity and frequency, while coping depression motives (pcor = 0.13), openness (pcor = 0.05) and impulsivity (pcor = 0.09) were related to alcohol‐related problems. The temporal network showed no predictive associations between distal risk factors and drinking motives. Social motives (beta = 0.21), previous alcohol use (beta = 0.11) and openness (beta = 0.10) predicted alcohol‐related problems over time (all P < 0.01).ConclusionsHeavy and frequent alcohol use, along with social drinking motives, appear to be key targets for preventing the development of alcohol‐related problems throughout late adolescence. We found no evidence for personality traits and life stressors predisposing towards distinct drinking motives over time.

Funder

Fondation de l'Avenir pour la Recherche Médicale Appliquée

Mission Interministérielle de Lutte Contre les Drogues et les Conduites Addictives

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

National Institutes of Health

Bundesministerium für Bildung und Forschung

Deutsche Forschungsgemeinschaft

National Natural Science Foundation of China

Agence Nationale de la Recherche

Fondation de France

Fondation pour la Recherche Médicale

Fédération pour la Recherche sur le Cerveau