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Changes in Alcoholic Beverage Choice and Risky Drinking among Adolescents in Europe 1999–2019

Author

Listed:
  • Johanna K. Loy

    (IFT Institut für Therapieforschung, 80804 München, Germany)

  • Nicki-Nils Seitz

    (IFT Institut für Therapieforschung, 80804 München, Germany)

  • Elin K. Bye

    (Department of Alcohol, Tobacco and Drugs, Norwegian Institute of Public Health, 0213 Oslo, Norway)

  • Paul Dietze

    (National Drug Research Institute, Curtin University, Melbourne, VIC 3004, Australia
    Behaviours and Health Risks Program, Burnet Institute, Melbourne, VIC 3004, Australia)

  • Carolin Kilian

    (Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Chemnitzer Straße 46, 01187 Dresden, Germany)

  • Jakob Manthey

    (Institute of Clinical Psychology and Psychotherapy, Technische Universität Dresden, Chemnitzer Straße 46, 01187 Dresden, Germany
    Centre for Interdisciplinary Addiction Research, UKE Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
    Department of Psychiatry, Medical Faculty, University of Leipzig, Semmelweisstraße 10, 04103 Leipzig, Germany)

  • Kirsimarja Raitasalo

    (Finnish Institute for Health and Welfare, Health and Well-Being Promotion Unit, 00271 Helsinki, Finland)

  • Renate Soellner

    (Department of Psychology, University of Hildesheim, Universitätsplatz 1, 31141 Hildesheim, Germany)

  • Björn Trolldal

    (The Swedish Council for Information on Alcohol and other Drugs (CAN), 116 64 Stockholm, Sweden)

  • Jukka Törrönen

    (Department of Public Health Sciences, Centre for Social Research on Alcohol and Drugs, Stockholm University, 106 91 Stockholm, Sweden)

  • Ludwig Kraus

    (IFT Institut für Therapieforschung, 80804 München, Germany
    Department of Public Health Sciences, Centre for Social Research on Alcohol and Drugs, Stockholm University, 106 91 Stockholm, Sweden
    Institute of Psychology, ELTE, Eötvös Loránd University, 1053 Budapest, Hungary)

Abstract

This paper explores trends in beverage preference in adolescents, identifies related regional differences, and examines cluster differences in key drinking measures. Data were obtained from the European School Survey Project on Alcohol and Other Drugs (ESPAD), covering 24 European countries between 1999 and 2019. Trends in the distribution of alcoholic beverages on the participants’ most recent drinking occasion were analysed by sex and country using fractional multinomial logit regression. Clusters of countries based on trends and predicted beverage proportions were compared regarding the prevalence of drinkers, mean alcohol volume and prevalence of heavy drinking. Four distinct clusters each among girls and boys emerged. Among girls, there was not one type of beverage that was preferred across clusters, but the proportion of cider/alcopops strongly increased over time in most clusters. Among boys, the proportion of beer decreased, but was dominant across time in all clusters. Only northern European countries formed a geographically defined region with the highest prevalence of heavy drinking and average alcohol volume in both genders. Adolescent beverage preferences are associated with mean alcohol volume and heavy drinking at a country-level. Future approaches to drinking cultures need to take subpopulations such as adolescents into account.

Suggested Citation

  • Johanna K. Loy & Nicki-Nils Seitz & Elin K. Bye & Paul Dietze & Carolin Kilian & Jakob Manthey & Kirsimarja Raitasalo & Renate Soellner & Björn Trolldal & Jukka Törrönen & Ludwig Kraus, 2021. "Changes in Alcoholic Beverage Choice and Risky Drinking among Adolescents in Europe 1999–2019," IJERPH, MDPI, vol. 18(20), pages 1-25, October.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:20:p:10933-:d:658773
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    References listed on IDEAS

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    1. Mullahy, John, 2011. "Marginal Effects in Multivariate Probit and Kindred Discrete and Count Outcome Models," Working Papers 201135, Geary Institute, University College Dublin.
    2. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    3. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    4. William Gilmore & Tanya Chikritzhs & Hamish McManus & John Kaldor & Rebecca Guy, 2020. "The Association between the Australian Alcopops Tax and National Chlamydia Rates among Young People—an Interrupted Time Series Analysis," IJERPH, MDPI, vol. 17(4), pages 1-18, February.
    5. José M. R. Murteira & Joaquim J. S. Ramalho, 2016. "Regression Analysis of Multivariate Fractional Data," Econometric Reviews, Taylor & Francis Journals, vol. 35(4), pages 515-552, April.
    6. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    7. John Mullahy, 2011. "Marginal Effects in Multivariate Probit and Kindred Discrete and Count Outcome Models, with Applications in Health Economics," NBER Working Papers 17588, National Bureau of Economic Research, Inc.
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    1. Janina Petkeviciene & Vilma Kriaucioniene & Asta Raskiliene, 2022. "Academic Achievements, Satisfaction with Studies and Risky Behaviours among First-Year Students of Kaunas (Lithuania) Universities, 2000–2017," IJERPH, MDPI, vol. 19(13), pages 1-12, June.

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