IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i20p10933-d658773.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/20/10933/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/18/20/10933/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Mullahy, John, 2011. "Marginal Effects in Multivariate Probit and Kindred Discrete and Count Outcome Models," Working Papers 201135, Geary Institute, University College Dublin.
    3. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January.
    4. 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.
    5. 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..
    6. 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.
    7. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. McDonald, John, 2009. "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Elsevier, vol. 197(2), pages 792-798, September.
    2. Giovanni Bruno & Orietta Dessy, 2014. "Average partial effects in multivariate probit models with latent heterogeneity: Monte Carlo experiments and an application to immigrants' ethnic identity and economic performance," Italian Stata Users' Group Meetings 2014 10, Stata Users Group.
    3. Almada, Lorenzo & McCarthy, Ian M., 2017. "It's a cruel summer: Household responses to reductions in government nutrition assistance," Journal of Economic Behavior & Organization, Elsevier, vol. 143(C), pages 45-57.
    4. Gregory, Allan W. & McCurdy, Thomas H., 1986. "The unbiasedness hypothesis in the forward foreign exchange market: A specification analysis with application to France, Italy, Japan, the United Kingdom and West Germany," European Economic Review, Elsevier, vol. 30(2), pages 365-381, April.
    5. Reischmann, Markus, 2016. "Creative accounting and electoral motives: Evidence from OECD countries," Journal of Comparative Economics, Elsevier, vol. 44(2), pages 243-257.
    6. Towfiqul Islam Khan & Mashfique Ibne Akbar, 2015. "Illicit Financial Flow in view of Financing the Post-2015 Development Agenda," Southern Voice Occasional Paper 25, Southern Voice.
    7. Potrafke, Niklas, 2019. "Electoral cycles in perceived corruption: International empirical evidence," Journal of Comparative Economics, Elsevier, vol. 47(1), pages 215-224.
    8. J. Hanna & L. L鶩 & S. Petit, 2015. "Intra-tourism trade, income distribution and tourism endowment: an econometric investigation," Applied Economics, Taylor & Francis Journals, vol. 47(21), pages 2184-2200, May.
    9. Justus Haucap & Johannes Muck, 2015. "What drives the relevance and reputation of economics journals? An update from a survey among economists," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(3), pages 849-877, June.
    10. Joachim Zietz, 2006. "Detecting neglected parameter heterogeneity with Chow tests," Applied Economics Letters, Taylor & Francis Journals, vol. 13(6), pages 369-374.
    11. Ian M. McCarthy, 2015. "Putting the Patient in Patient Reported Outcomes: A Robust Methodology for Health Outcomes Assessment," Health Economics, John Wiley & Sons, Ltd., vol. 24(12), pages 1588-1603, December.
    12. Olivier Rubel & Prasad A. Naik, 2017. "Robust Dynamic Estimation," Marketing Science, INFORMS, vol. 36(3), pages 453-467, May.
    13. Crespí-Cladera, Rafel & Pascual-Fuster, Bartolomé, 2014. "Does the independence of independent directors matter?," Journal of Corporate Finance, Elsevier, vol. 28(C), pages 116-134.
    14. Kai Barron & Charles D. H. Parry & Debbie Bradshaw & Rob Dorrington & Pam Groenewald & Ria Laubscher & Richard Matzopoulos, 2024. "Alcohol, Violence, and Injury-Induced Mortality: Evidence from a Modern-Day Prohibition," The Review of Economics and Statistics, MIT Press, vol. 106(4), pages 938-955, July.
    15. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
    16. Christopher Winship & Larry Radbill, 1994. "Sampling Weights and Regression Analysis," Sociological Methods & Research, , vol. 23(2), pages 230-257, November.
    17. Hansen, Bruce E. & Lee, Seojeong, 2019. "Asymptotic theory for clustered samples," Journal of Econometrics, Elsevier, vol. 210(2), pages 268-290.
    18. Gouriéroux, Christian, 1994. "Modèles économétriques : utilisation et interprétation (les)," CEPREMAP Working Papers (Couverture Orange) 9423, CEPREMAP.
    19. White, Halbert & Pettenuzzo, Davide, 2014. "Granger causality, exogeneity, cointegration, and economic policy analysis," Journal of Econometrics, Elsevier, vol. 178(P2), pages 316-330.
    20. Domac, Ilker & Martinez Peria, Maria Soledad, 2003. "Banking crises and exchange rate regimes: is there a link?," Journal of International Economics, Elsevier, vol. 61(1), pages 41-72, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:20:p:10933-:d:658773. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.