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Divergent temporal patterns in adolescent behavioural risk factors across sex, age, and region in Indonesia: a national repeated cross-sectional study, 2007-2023.

TL;DR

Adolescent behavioural risk factors in Indonesia showed divergent changes between 2007 and 2023, with limited overall improvement and persistent demographic and regional differences, supporting targeted tobacco and alcohol prevention alongside population-based strategies for physical activity and diet.

Key Findings

Tobacco use among Indonesian adolescents increased up to 2018 and then returned to baseline levels by 2023.

  • Analysis used nationally representative surveys from 2007, 2013, 2018, and 2023.
  • The combined sample comprised 653,700 adolescents aged 10-18 years.
  • Poisson regression with robust standard errors estimated temporal differences adjusted for sex, age, and region.

Alcohol use prevalence was broadly comparable in 2007 and 2018 but substantially lower in 2023.

  • Estimates were survey-weighted population prevalences.
  • Temporal differences were adjusted for sex, age, and region.
  • The authors describe alcohol use as declining over the 16-year period.

Insufficient physical activity was markedly lower in 2013 than in other years, with 2018 and 2023 estimates closer to 2007.

  • The authors conclude there was no sustained improvement in physical activity over 16 years.
  • Data came from four national surveys (2007, 2013, 2018, 2023).

Insufficient fruit and vegetable intake declined to 2018, then rose above the 2007 baseline by 2023.

  • The authors summarise this as worsening insufficient fruit and vegetable intake over the study period.
  • Estimates were adjusted for sex, age, and region.

Tobacco and alcohol use were higher among males and older adolescents.

  • Differences were assessed in adjusted Poisson regression models including sex, age, and region.
  • The patterns persisted across the survey period according to the abstract's description of persistent demographic differences.

Insufficient physical activity was higher among females and younger adolescents, while insufficient fruit and vegetable intake was higher among females and older adolescents.

  • Age range of the sample was 10-18 years.
  • Sex and age differences were estimated with adjustment for region and the other covariates.

Papua had the highest combined tobacco prevalence from 2013 onward, largely reflecting higher chewing tobacco use, and Kepulauan Nusa Tenggara had the highest alcohol prevalence.

  • Regional differences were estimated from nationally representative survey data.
  • The Papua pattern was largely attributed to chewing tobacco.

Temporal changes varied by age and geographic region across all four outcomes.

  • The four outcomes were tobacco use, alcohol use, insufficient physical activity, and insufficient fruit and vegetable intake.
  • The authors note improvement in one behavioural domain did not necessarily coincide with improvement in others.

The authors conclude that Indonesia achieved limited overall improvement in adolescent behavioural health from 2007 to 2023 and recommend a two-track policy approach.

  • Track one: targeted tobacco and alcohol prevention for males, older adolescents, and higher-prevalence regions.
  • Track two: school-, family-, and community-based strategies to improve physical activity and diet.

What This Means

This study looked at four national surveys of Indonesian adolescents aged 10-18 (over 650,000 young people in total) from 2007 to 2023. It tracked smoking and chewing tobacco, alcohol use, too little physical activity, and too little fruit and vegetable intake. The results did not move in the same direction: alcohol use fell, tobacco use rose to 2018 and then returned to about where it started, physical activity showed no lasting improvement, and fruit and vegetable intake got worse by 2023. Behaviours also differed by group. Males and older adolescents were more likely to use tobacco and alcohol, while females were more likely to be physically inactive. Insufficient fruit and vegetable intake was higher among females and older adolescents. Regions differed too: Papua had the highest tobacco use from 2013 onward, mostly because of chewing tobacco, and Kepulauan Nusa Tenggara had the highest alcohol use. This research suggests that progress on one adolescent health behaviour does not guarantee progress on others. The authors argue for two approaches: focused tobacco and alcohol prevention for higher-risk groups and regions, and broader school, family, and community efforts to improve physical activity and diet. As a repeated cross-sectional study, it describes changes over time but does not follow the same individuals.

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Citation

Maba A, Edwards E, Khan A. (2026). Divergent temporal patterns in adolescent behavioural risk factors across sex, age, and region in Indonesia: a national repeated cross-sectional study, 2007-2023.. Global health action. https://doi.org/10.1080/16549716.2026.2752484