University of Victoria, 3800 Finnerty Rd., Victoria, BC, V8P 5C2, Canada.
St. Francis Xavier University, 5005 Chapel Square, Antigonish, NS, B2G 2W5, Canada.
Drug Alcohol Depend. 2018 Aug 1;189:147-153. doi: 10.1016/j.drugalcdep.2018.05.015. Epub 2018 Jun 21.
Research indicates that many adolescents frequently use multiple substances. This study examines stability and transitions in the use and co-use of multiple substances (cigarette, alcohol, marijuana, illicit drugs) from adolescence to young adulthood.
Data were collected biennially from 662 youth in six assessments across ten years (2003-2013). We used latent class analysis (LCA) to classify youth by substances used at each wave and used latent transition analysis (LTA) to examine transition probabilities across waves.
At each wave, a three-class model best fit the data. Classes included a poly-use class, that had the highest probabilities of use among all substances, a co-use class, that had high probabilities of use of alcohol and marijuana, and an alcohol-dominate class that started with low probabilities of use among all substances but showed increasing probabilities of alcohol use, at later ages. LTA showed that the probability of remaining in the poly-use class was the most stable from one wave to the next, followed by the alcohol-dominate class, and the co-use class. The most transitions occurred for the co-use class, with more individuals transitioning to the poly-use class than to the alcohol-dominate class.
Strong stability among adolescent substance use classes was found between waves. Transitions were typically to classes using more substances, although, transitions to use fewer substances was evident for some individuals. Distinguishing stable and transitioning classes of substance use and co-use provides opportunities for prevention and intervention to disrupt high-risk use classes.
研究表明,许多青少年经常同时使用多种物质。本研究考察了青少年到成年早期期间,使用和共同使用多种物质(香烟、酒精、大麻、非法药物)的稳定性和转变。
数据来自 662 名青年在十年(2003-2013 年)内的六次评估中每两年收集一次。我们使用潜在类别分析(LCA)根据每个波次的使用物质对青年进行分类,并使用潜在转移分析(LTA)来考察波次间的转移概率。
在每个波次,三类别模型最适合数据。类别包括多使用类别,该类别在所有物质中具有最高的使用概率,共同使用类别,具有高酒精和大麻使用概率,以及酒精主导类别,该类别在所有物质中开始使用概率较低,但随着年龄的增长,酒精使用概率逐渐增加。LTA 显示,从一个波次到下一个波次,多使用类别保持稳定的概率最高,其次是酒精主导类别,然后是共同使用类别。共同使用类别发生的转移最多,与酒精主导类别相比,更多的个体转移到多使用类别。
在波次之间发现青少年物质使用类别具有很强的稳定性。转变通常是向使用更多物质的类别转移,尽管一些个体的使用物质减少。区分稳定和转变的物质使用和共同使用类别为预防和干预破坏高风险使用类别提供了机会。