ArticlePloS one
Educational level and alcohol use in adolescence and early adulthood-The role of social causation and health-related selection-The TRAILS Study.
Article in PloS one. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.
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Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.
- Financial Literacy and Economic Attitudes as Protective Factors Against Pathological Gambling? A Systematic Review.Journal of gambling studies · 2025Pooled it
- Should I drink water or wine? Impacts of online nutritional counseling on the alcohol consumption of elderly individuals with mild cognitive impairment : Secondary Data Analysis from the RCT "BrainFit-Nutrition".BMC public health · 2026Trial
- Neighborhood Social Disorganization in Early Adolescence and Substance Use Trajectories into Young Adulthood: The Moderating Role of Effortful Control and Parental Substance Use.Journal of youth and adolescence · 2026Article
- Demographic variation in weekly alcohol use across countries in the Global Flourishing Study.Communications medicine · 2026Article
- Tendency to consume alcohol among Poles in the light of coping with stress and selected socio-demographic factors during the COVID-19 pandemic.BMC public health · 2025Article
- Patterns of self-reported alcohol and drug use among children and youth: Mozambique violence against children survey (VACS) 2019.BMC public health · 2025Article
- Understanding alcohol use among males in Colombo district: a cross-sectional survey.BMJ public health · 2025Article
- Parental SES and family support as predictors of educational level: Testing the buffering effect of effortful control and peer support.Journal of adolescence · 2024Article
- Adolescent risk behaviours are associated with educational attainment in early adulthood: results from the Raine Study cohort.BMC public health · 2024Article
- Substance Use and Misuse among Sexual and Gender Minority Communities Living in Former Soviet Union Countries: A Scoping Review.International journal of sexual health : official journal of the World Association for Sexual Health · 2024Article
- Alcohol and khat dual use among male adults in Ethiopia: A multilevel multinomial analysis.PloS one · 2023Article
- Long-Term Effects of Acceptance and Rejection by Parents and Peers on Educational Attainment: A Study from Pre-Adolescence to Early Adulthood.Journal of youth and adolescence · 2022Article
- Association of State and Local Social and Public Health Spending With Cancer Incidence and Mortality.Cancer control : journal of the Moffitt Cancer CenterArticle
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Both social causation and health-related selection may influence educational gradients in alcohol use in adolescence and young adulthood. The social causation theory implies that the social environment (e.g. at school) influences adolescents' drinking behaviour. Conversely, the health-related selection hypothesis posits that alcohol use (along other health-related characteristics) predicts lower educational attainment. From past studies it is unclear which of these mechanisms predominates, as drinking may be both a cause and consequence of low educational attainment. Furthermore, educational gradients in alcohol use may reflect the impact of 'third variables' already present in childhood, such as parental socioeconomic status (SES), effortful control, and IQ. We investigated social causation and health-related selection in the development of educational gradients in alcohol use from adolescence to young adulthood in a selective educational system. We used data from a Dutch population-based cohort (TRAILS Study; n = 2,229), including measurements of educational level and drinking at ages around 14, 16, 19, 22, and 26 years (waves 2 to 6). First, we evaluated the directionality in longitudinal associations between education and drinking with cross-lagged panel models, with and without adjusting for pre-existing individual differences using fixed effects. Second, we assessed the role of childhood characteristics around age 11 (wave 1), i.e. IQ, effortful control, and parental SES, both as confounders in these associations, and as predictors of educational level and drinking around age 14 (wave 2). In fixed effects models, lower education around age 14 predicted increases in drinking around 16. From age 19 onward, we found a tendency towards opposite associations, with higher education predicting increases in alcohol use. Alcohol use was not associated with subsequent changes in education. Childhood characteristics strongly predicted education around age 14 and, to a lesser extent, early drinking. We mainly found evidence for the social causation theory in early adolescence, when lower education predicted increases in subsequent alcohol use. We found no evidence in support of the health-related selection hypothesis with respect to alcohol use. By determining initial educational level, childhood characteristics also predict subsequent trajectories in alcohol use.
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