青少年开始使用物质的冲动性相关预测因素
Jodi Gilman1,2, Kevin Potter1,2, Jasmeen Kaur1
1https://ror.org/002pd6e78Massachusetts General Hospital, USA.
Psychological medicine
|February 6, 2026
概括
冲动性是青少年吸毒的重要但微不足道的预测因素. 大样本大小对于社区环境中可靠的预测至关重要.
科学领域:
- 神经科学是一个神经科学.
- 发展心理学 发展心理学
- 成研究 研究成研究
背景情况:
- 在神经发育模型中,冲动性被认为是青少年吸毒的主要风险因素.
- 由于各种冲动性测量和研究局限性,例如小样本大小和横截面设计,预测物质使用是具有挑战性的.
研究的目的:
- 检查冲动性测量对青少年物质使用的预测效用.
- 调查抽样策略和大小如何影响冲动性和物质使用之间的关联.
主要方法:
- 利用ABCD数据集 (n=11,868) 来分析冲动性测量之间的相关性.
- 评估了15岁前物质使用结果的潜在纵向和并发预测准确性.
- 采用模拟来探索采样策略和大小之间的差异.
主要成果:
- 调查问卷测量,特别是CBCL外部化量表,在预测物质使用开始的过程中表现优于行为测量.
- 冲动性预测显示了可以统计检测的,但在临床上很小的效应 (AUC 0.6-0.76),对样本大小和物质使用基准率敏感.
- 为了获得足够的统计能力来预测物质使用开始,需要大样本 (n > 1,000).
结论:
- 冲动性对预测青少年早期物质使用的发病有显著但极小的贡献,仅仅对于临床部署是不够的.
- 在社区样本中可重现的青少年物质使用预测需要大样本.
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