ArticleJournal of community psychology2023
Costs and benefits of cooperative learning as a universal school-based approach to adolescent substance use prevention.
Article in Journal of community psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Strategies for enhancing the implementation of school-based policies or practices targeting diet, physical activity, obesity, tobacco or alcohol use.The Cochrane database of systematic reviews · 2024Pooled it
- Universal School-Based Substance Use Prevention Using Technology-Supported Cooperative Learning.Prevention science : the official journal of the Society for Prevention Research · 2024Trial
- Article
- The Role of Program Implementation Quality in Family-Focused Substance-Use Prevention for Youth with Multiple Risks: PROSPER Project.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Identifying high-risk groups for self-harm in adolescents using the Avon Longitudinal Study of Parents and Children (ALSPAC): a cross-cohort comparison latent class analysis study.European child & adolescent psychiatry · 2025Article
- Debate: Where to next for universal school-based mental health interventions? Universal versus targeted school-based mental health interventions: a health economic perspective.Child and adolescent mental health · 2025Article
- Adolescent perspectives on the effect of cooperative classroom learning on social networks and health.PloS one · 2025Article
- The Social Processes of Excessive Online Gaming Homophily: Peer Selection or Influence?Journal of youth and adolescence · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Substance use during early adolescence implies a greater likelihood of abuse and dependence in later adolescence or adulthood. In turn, substance abuse and dependence are linked to a variety of maladaptive long-term health-related outcomes that imply significant individual and societal costs. In this paper, we evaluated an approach to substance use prevention that relies on the vital role of peers, who comprise a key risk factor for adolescent substance use. This approach (i.e., cooperative learning, CL) focuses on interrupting the process of deviant peer clustering and providing at-risk youth with the opportunity to build social skills and cultivate friendships with low-risk youth. In addition to testing the efficacy of CL in reducing the number of students who become regular substance users, we also conducted a cost-benefit analysis. Using four waves of data from a cluster-randomized trial (N = 15 middle schools, 1890 students, 47.1% female, 75.2% White, 13.9% of students were receiving special education services), we found that significantly lower percentages of students in the intervention (CL) schools became regular users of tobacco, alcohol, and marijuana. We estimated that the reduction in substance use associated with the implementation of CL resulted in total lifetime benefits of between $1027 and $4621 per student (in 2019 dollars), or between $8.79 and $39.54 for each dollar invested in CL. Benefit/cost ratios would go up to $22.54-$101.39 per dollar invested with the continual implementation of CL, assuming retraining every 5 years. Implications and future research directions are discussed.
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Registered trials
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