Postdoctoral Research Scholar, (
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J Sch Health. 2022 Apr;92(4):337-344. doi: 10.1111/josh.13133. Epub 2022 Jan 23.
To determine if school engagement is a viable target for early prevention of adolescent substance use, this study investigated whether school engagement in early adolescence (ages 12-14) is a cause of alcohol and cannabis use during middle to late adolescence (ages 15-19).
To facilitate causal inference, inverse probability of treatment weights (IPTWs), which are based on estimated probabilities of treatment selection (ie, school engagement), were created based on a robust set of potential confounders. Using the IPTWs, a cumulative link mixed model was fit to examine the impact of school engagement on alcohol and cannabis use among an ethnically diverse sample of adolescents (N = 360).
School engagement was associated with a lower level of alcohol and cannabis use from age 15 to 18. School engagement was not associated with change in alcohol and cannabis use over time, suggesting that school engagement emits its effect early in the developmental course of substance use and offers protection throughout adolescence.
This study supports a compensatory role of early school engagement in substance use across middle and late adolescence. School engagement is a malleable factor and thus offers an avenue for prevention efforts.
为了确定学校参与度是否是青少年物质使用早期预防的可行目标,本研究调查了青少年早期(12-14 岁)的学校参与度是否是青少年中期至后期(15-19 岁)期间饮酒和使用大麻的原因。
为了促进因果推理,根据一组可靠的潜在混杂因素,创建了基于治疗选择(即学校参与度)的逆概率治疗权重(IPTW)。使用 IPTW,对一个种族多样化的青少年样本(N=360)进行累积链接混合模型拟合,以检验学校参与度对酒精和大麻使用的影响。
学校参与度与 15 岁至 18 岁期间的酒精和大麻使用水平较低相关。学校参与度与随时间变化的酒精和大麻使用量无关,这表明学校参与度在物质使用的发展过程早期就发挥了作用,并在整个青春期提供了保护。
本研究支持青少年中期至后期学校参与度在物质使用中的补偿作用。学校参与度是一个可塑的因素,因此为预防工作提供了途径。