检测烟草和大麻使用和共同使用的时空集群,以告知基于智能手机的干预措施
Jasmin Jiuying Han1, Michael R Desjardins2, Julia McQuoid3
1Department of Mental Health, Bloomberg School of Public Health, Johns Hopkins University.
Experimental and clinical psychopharmacology
|December 4, 2025
概括
智能手机数据显示了年轻成年人共同使用烟草和大麻的独特的空间和时间模式. 这些发现可以指导针对特定时间和地点的个性化干预.
科学领域:
- 公共卫生 公共卫生
- 行为科学 行为科学
- 数字健康数字健康
背景情况:
- 同时使用烟草和大麻会给健康带来重大风险.
- 关于使用移动技术共同使用的空间模式的研究有限.
- 了解共用程序对于有效的干预策略至关重要.
研究的目的:
- 为了确定烟草和大麻共同使用的时空模式.
- 为制定定制的,基于智能手机的干预措施提供信息.
- 通过地理生态瞬间评估,分析年轻人的共同使用行为.
主要方法:
- 对30名年轻成年人在30天内通过智能手机收集的物质使用/不使用事件的分析.
- 应用时空变换扫描统计的应用,以检测时空集群.
- 将物质使用事件分类为烟草使用,大麻使用或共同使用.
主要成果:
- 药物使用事件在空间和时间上表现出显著的集群 (76%在集群内).
- 烟草使用集群在下午达到峰值;大麻和共用集群在晚上达到峰值.
- 特定的位置,如家庭和工作被确定为普遍不同的使用模式和时间.
结论:
- 在事件层面上确定了烟草和大麻共同使用的个别模式.
- 研究结果支持开发情境感知智能手机干预措施.
- 可以优化干预措施,使其与既定的共同使用程序以及高风险时间/地点保持一致.
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