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Using the Diffusion of Innovation Theory to explain the declining trend in adolescent drunkenness between 2002 and 2022 across 46 countries

  • Maastricht University
  • La Trobe University
  • University of Padova
  • Maastricht UMC+

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Introduction Using Diffusion of Innovations Theory, we investigated whether countries with higher innovation capacity showed earlier tipping points (shift from increasing to decreasing drunkenness) and steeper declines in adolescent drunkenness (2002–2022). Innovation capacity likely facilitates these shifts through knowledge generation, policy implementation, and norm diffusion. Methods Trends in adolescent drunkenness were examined across 46 countries using six cross-sectional school-based survey waves from the international HBSC study (N = 319,843 15-year-olds). Data were complemented by country-level innovation capacity, per capita GDP, and Gini-coefficients. Two-level random effects models tested cross-level interactions between innovation capacity and linear and quadratic time trends in adolescent drunkenness frequency. Results Significant small-to-moderate cross-level interactions were found. Countries with high innovation capacity showed immediate linear declines (B = −.217, SE = .083), that flattened or showed an upward shift by 2022 (B = .031, SE = .007). Countries with low innovation capacity displayed an inverted U-shape trend in the early 2000s with a later tipping point (B = −.006, SE = .002). A steeper linear decline was observed for countries with higher (vs. lower) innovation capacity from their respective tipping point onward (B = −.273, SE = .083). Discussion Innovation capacity may accelerate adoption and diffusion of healthier behaviors through more rapid translation of health evidence into effective policy, parenting, and norms. While countries with high innovation capacity showed earlier declines, their initially higher levels of drunkenness may have created greater urgency for action. Earlier peaks and subsequent faster reductions in future alcohol-related health care needs are expected in these countries, though the possible recent trend reversal warrants close monitoring.

Original languageEnglish
Article number119162
Number of pages10
JournalSocial Science and Medicine
Volume399
DOIs
Publication statusPublished - Jun 2026

Bibliographical note

Publisher Copyright:
© 2026 The Authors.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Adolescent alcohol use
  • Diffusion of Innovation Theory
  • Drunkenness
  • HBSC
  • Time trend analysis

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