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

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Drinking motives, personality traits and life stressors-identifying pathways to harmful alcohol use in adolescence using a panel network approach. / Freichel, René; Pfirrmann, Janine; Cousjin, Janna; de Jong, Peter; Franken, Ingmar; Banaschewski, Tobias; Bokde, Arun L W; Desrivières, Sylvane; Flor, Herta; Grigis, Antoine; Garavan, Hugh; Heinz, Andreas; Martinot, Jean-Luc; Martinot, Marie-Laure Paillère; Artiges, Eric; Nees, Frauke; Orfanos, Dimitri Papadopoulos; Poustka, Luise; Hohmann, Sarah; Fröhner, Juliane H; Smolka, Michael N; Vaidya, Nilakshi; Whelan, Robert; Schumann, Gunter; Walter, Henrik; Veer, Ilya M; Wiers, Reinout W; IMAGEN Consortium.

in: ADDICTION, Jahrgang 118, Nr. 10, 10.2023, S. 1908-1919.

Publikationen: SCORING: Beitrag in Fachzeitschrift/Zeitung › SCORING: Zeitschriftenaufsatz › Forschung › Begutachtung

Harvard

Freichel, R, Pfirrmann, J, Cousjin, J, de Jong, P, Franken, I, Banaschewski, T, Bokde, ALW, Desrivières, S, Flor, H, Grigis, A, Garavan, H, Heinz, A, Martinot, J-L, Martinot, M-LP, Artiges, E, Nees, F, Orfanos, DP, Poustka, L, Hohmann, S, Fröhner, JH, Smolka, MN, Vaidya, N, Whelan, R, Schumann, G, Walter, H, Veer, IM, Wiers, RW & IMAGEN Consortium 2023, 'Drinking motives, personality traits and life stressors-identifying pathways to harmful alcohol use in adolescence using a panel network approach', ADDICTION, Jg. 118, Nr. 10, S. 1908-1919. https://doi.org/10.1111/add.16231

APA

Freichel, R., Pfirrmann, J., Cousjin, J., de Jong, P., Franken, I., Banaschewski, T., Bokde, A. L. W., Desrivières, S., Flor, H., Grigis, A., Garavan, H., Heinz, A., Martinot, J-L., Martinot, M-L. P., Artiges, E., Nees, F., Orfanos, D. P., Poustka, L., Hohmann, S., ... IMAGEN Consortium (2023). Drinking motives, personality traits and life stressors-identifying pathways to harmful alcohol use in adolescence using a panel network approach. ADDICTION, 118(10), 1908-1919. https://doi.org/10.1111/add.16231

Vancouver

Freichel R, Pfirrmann J, Cousjin J, de Jong P, Franken I, Banaschewski T et al. Drinking motives, personality traits and life stressors-identifying pathways to harmful alcohol use in adolescence using a panel network approach. ADDICTION. 2023 Okt;118(10):1908-1919. https://doi.org/10.1111/add.16231

Bibtex

@article{9baf115e6b0c4214b5edde7a26fecb55,
title = "Drinking motives, personality traits and life stressors-identifying pathways to harmful alcohol use in adolescence using a panel network approach",
abstract = "BACKGROUND AND AIMS: Models 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 CASES: We 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.MEASUREMENTS: Risk 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).FINDINGS: Within 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).CONCLUSIONS: Heavy 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.",
keywords = "Female, Humans, Adolescent, Adult, Male, Alcoholism, Alcohol Drinking, Cohort Studies, Risk Factors, Motivation, Personality, Alcohol-Related Disorders, Adaptation, Psychological, Surveys and Questionnaires",
author = "Ren{\'e} Freichel and Janine Pfirrmann and Janna Cousjin and {de Jong}, Peter and Ingmar Franken and Tobias Banaschewski and Bokde, {Arun L W} and Sylvane Desrivi{\`e}res and Herta Flor and Antoine Grigis and Hugh Garavan and Andreas Heinz and Jean-Luc Martinot and Martinot, {Marie-Laure Paill{\`e}re} and Eric Artiges and Frauke Nees and Orfanos, {Dimitri Papadopoulos} and Luise Poustka and Sarah Hohmann and Fr{\"o}hner, {Juliane H} and Smolka, {Michael N} and Nilakshi Vaidya and Robert Whelan and Gunter Schumann and Henrik Walter and Veer, {Ilya M} and Wiers, {Reinout W} and {IMAGEN Consortium}",
note = "{\textcopyright} 2023 The Authors. Addiction published by John Wiley & Sons Ltd on behalf of Society for the Study of Addiction.",
year = "2023",
month = oct,
doi = "10.1111/add.16231",
language = "English",
volume = "118",
pages = "1908--1919",
journal = "ADDICTION",
issn = "0965-2140",
publisher = "Wiley-Blackwell",
number = "10",

}

RIS

TY - JOUR

T1 - Drinking motives, personality traits and life stressors-identifying pathways to harmful alcohol use in adolescence using a panel network approach

AU - Freichel, René

AU - Pfirrmann, Janine

AU - Cousjin, Janna

AU - de Jong, Peter

AU - Franken, Ingmar

AU - Banaschewski, Tobias

AU - Bokde, Arun L W

AU - Desrivières, Sylvane

AU - Flor, Herta

AU - Grigis, Antoine

AU - Garavan, Hugh

AU - Heinz, Andreas

AU - Martinot, Jean-Luc

AU - Martinot, Marie-Laure Paillère

AU - Artiges, Eric

AU - Nees, Frauke

AU - Orfanos, Dimitri Papadopoulos

AU - Poustka, Luise

AU - Hohmann, Sarah

AU - Fröhner, Juliane H

AU - Smolka, Michael N

AU - Vaidya, Nilakshi

AU - Whelan, Robert

AU - Schumann, Gunter

AU - Walter, Henrik

AU - Veer, Ilya M

AU - Wiers, Reinout W

AU - IMAGEN Consortium

N1 - © 2023 The Authors. Addiction published by John Wiley & Sons Ltd on behalf of Society for the Study of Addiction.

PY - 2023/10

Y1 - 2023/10

N2 - BACKGROUND AND AIMS: Models 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 CASES: We 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.MEASUREMENTS: Risk 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).FINDINGS: Within 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).CONCLUSIONS: Heavy 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.

AB - BACKGROUND AND AIMS: Models 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 CASES: We 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.MEASUREMENTS: Risk 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).FINDINGS: Within 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).CONCLUSIONS: Heavy 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.

KW - Female

KW - Humans

KW - Adolescent

KW - Adult

KW - Male

KW - Alcoholism

KW - Alcohol Drinking

KW - Cohort Studies

KW - Risk Factors

KW - Motivation

KW - Personality

KW - Alcohol-Related Disorders

KW - Adaptation, Psychological

KW - Surveys and Questionnaires

U2 - 10.1111/add.16231

DO - 10.1111/add.16231

M3 - SCORING: Journal article

C2 - 37157052

VL - 118

SP - 1908

EP - 1919

JO - ADDICTION

JF - ADDICTION

SN - 0965-2140

IS - 10

ER -