处理零点:青少年使用毒品,感知不满和感知伤害
Robert G LaChausse1, Esther Lee2, Jessica Ducsay1
1Department of Public Health Sciences, California Baptist University, 8432 Magnolia Ave, Riverside, CA 92504, USA.
Journal of drug education
|December 11, 2023
概括
研究人员发现,父母的不赞成,而不是同龄人的不赞成,更好地预测青少年使用大麻. 感知危害也与青少年大麻使用有关,这表明了青少年吸毒研究的新统计方法.
科学领域:
- 社会科学 社会科学 社会科学
- 公共卫生 公共卫生
- 统计 统计 统计 统计
背景情况:
- 青少年吸毒研究经常显示过多的零数,违反标准回归模型的假设.
- 传统的单变量和线性回归方法通常不足以分析青少年物质使用研究中的零膨胀数据.
研究的目的:
- 证明零膨胀负二项式回归模型的实用性,用于分析青少年吸毒频率.
- 检查不赞成 (父母和同龄人) 的看法与青少年大麻使用的感知伤害之间的关系.
主要方法:
- 使用零膨胀负二项式回归模型.
- 分析了522名中学生和高中生关于药物使用频率,对不赞成的看法和感知到的伤害的数据.
主要成果:
- 父母的不赞成是大麻使用的重要预测因素 (p=.01),表现优于同伴的不赞成.
- 感知到的伤害也与大麻使用有显著的关联 (p=.04).
- 零膨胀负二项式回归有效地解决了数据中过多的零的问题.
结论:
- 零膨胀负二项式回归是一种合适的统计方法,用于分析青年药物使用研究中的零膨胀数据.
- 父母不赞成的看法和感知到的伤害是影响青少年大麻使用的关键因素.
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