The Social Context of Adolescent Marijuana Use: A Systems Approach

描述（申请人提供）：青少年大麻使用的持续上升和预防青少年大麻使用的干预措施的有限有效性可能是由于未能认识到同伴关系的复杂性，包括同伴与浪漫伴侣的突出性的发展变化，浪漫关系的变化，以及同伴和浪漫伴侣之间的相互联系，导致摄取，青少年大麻使用的持续和升级。候选人是一名流行病学家，他在线性建模方面受过良好的培训，并了解伴侣背景对风险行为（即安全套使用和并发）的作用。要成为一名成功的独立调查员，其职业生涯专注于解决青少年大麻使用的重大而复杂的问题，候选人需要对大麻使用和依赖的病因学和轨迹进行额外的培训，浪漫和同伴关系的发展和对健康危害行为决策的影响，复杂系统动力学和数学建模的正式和实践培训，以及对青少年药物使用研究相关的法律的和伦理问题的深刻理解。候选人的长期目标是成为一名独立调查员，重点是通过确定促进健康的机会和适合发展的主要药物使用预防战略来改善青少年健康。海洋生物的使用是一个重大的公共卫生问题，因为它的使用带来了广泛的健康和社会后果。青少年使用大麻可能是一个棘手的问题，因为它是嵌入在一个复杂的系统。候选人的短期目标是获得应用系统科学方法的知识和技能，以阐明浪漫关系的背景如何推动青少年对大麻使用的吸收，持续和升级。为了实现这些短期和长期目标，该奖项的培训部分包括4项活动：1）发展青少年和年轻成人大麻滥用和依赖的病因学，生理学和轨迹方面的专业知识，2）在异性恋青少年和年轻成人发展过程中建立性，约会和浪漫关系的理论基础，3）获得系统科学方法的高级技能，包括群体模型的建立和数学建模，以及4）获得与脆弱的青少年和年轻人的药物使用研究所涉及的复杂的伦理问题的理解。该奖项的研究部分是量化浪漫伴侣对青少年大麻使用的影响，并使用系统科学方法来纳入同伴社会化过程的重要复杂性。具体目标1是使用纵向数据来估计浪漫的伴侣和非浪漫的同龄人对青少年大麻使用的影响。这些知识将作为开发定量系统动力学模型的基础，该模型将研究浪漫伴侣的影响以及浪漫伴侣和非浪漫同伴的相对大小随着时间的推移对青少年大麻使用频率的影响。具体目标2是使用参与式模型构建（例如，召集了一组多学科的学术和社区专家以及一组青年），以创建一个系统图，其中包含社会系统的关键组成部分，这些组成部分使用基于不同学科丰富理论的方法，随着时间的推移，推动青少年对大麻的吸收，继续和升级。具体目标3是使用系统图来开发一个定量的模拟模型，对等系统对大麻使用的影响，并校准模型与现有的数据，包括实证文献。完成该奖项后，候选人将成为一名富有成效的调查员，他具有必要的技能，能够进行创新和引人注目的跨学科研究，重点是青少年吸毒的病因学。她将了解社会背景，特别是青少年浪漫和非浪漫的同伴关系的动态性质，如何影响大麻的使用。建立模型可能有助于确定同伴系统中的反馈回路，这种回路使健康和社会后果方面的差异永久化。这项工作的结果可能会确定系统中的杠杆点，这些杠杆点可能是新颖的，多学科的，理想情况下比以前确定的预防目标更容易修改。

DESCRIPTION (provided by applicant): The continued rise in adolescent marijuana use and the limited effectiveness of interventions to prevent adolescent marijuana use may be due to the failure to recognize the complexity of peer relationships, including developmental shifts in the prominence of peers vs. romantic partners, changes within romantic relationships, and the interconnected relationship between peers and romantic partners, that lead to the uptake, continuation, and escalation of adolescent marijuana use. The candidate is an epidemiologist, who has been well trained in linear modeling and brings an understanding of the role of partner context on risk behaviors (i.e. condom use and concurrency). To become a successful independent investigator with a career focused on addressing the significant and complex problem of adolescent marijuana use, the candidate requires additional training on the etiology and trajectories of marijuana use and dependence, the development and impact of romantic and peer relationships on decision-making around health compromising behaviors, formal and practical training in complex System Dynamics and mathematical modeling, and a deep understanding of legal and ethical issues associated with adolescent substance use research. The long-term goals of the candidate are to become an independent investigator focused on improving adolescent health by identifying opportunities for health promotion and developmentally appropriate primary drug use prevention strategies. Marijuana use is a significant public health problem due to the breadth of health and social consequences associated with its use. Adolescent marijuana use may be an intractable problem because it is embedded in a complex system. The short-term goals of the candidate are to gain the knowledge and skills to apply a systems science approach to illuminate how the context of romantic relationships drives adolescents' uptake, continuation and escalation of marijuana use. To attain these short- and long-term goals, the training component of the award includes 4 activities: 1) develop expertise in the etiology, physiology and trajectories of adolescent and young adult marijuana abuse and dependence, 2) build a theoretical foundation of sexual, dating and romantic relationships over the course of heterosexual adolescent and young adult development, 3) gain advanced skills in systems science methods, including group model building and mathematical modeling, and 4) gain an understanding of the complex ethical issues involved in drug use research with vulnerable adolescents and young adults. The research component of the award is to quantify the influence of romantic partners on adolescent marijuana use, and to use systems science methodology to incorporate important complexities of peer socialization processes. Specific Aim 1 is to use longitudinal data to estimate the contribution of romantic partner and non-romantic peer influence on adolescent marijuana use. This knowledge will serve as the foundation for developing a quantitative System Dynamics model, which will examine whether there is an effect of romantic partners and the relative magnitude of romantic partners and non-romantic peer influence on frequency of adolescent marijuana use over time. Specific Aim 2 is to use participatory model building (e.g., convened group of multidisciplinary academic and community experts and a group of youth) to create a system diagram incorporating key components of the social system that drive an adolescent's uptake, continuation and escalation of marijuana use over time using an approach grounded in rich theory from diverse disciplines. Specific Aim 3 is to use the system diagram to develop a quantitative simulation model of peer system effects on marijuana use and calibrate the model with available data, including the empirical literature. Upon completion of this award, the candidate will become a productive investigator who has the necessary skills to conduct innovative and compelling interdisciplinary research focused on the etiology of drug use in adolescents. She will understand how social context, specifically the dynamic nature of adolescent romantic and non-romantic peer relationships, affects marijuana use. Model building may help identify feedback loops in the peer system that perpetuates disparities in health and social consequences. Findings from this work may identify leverage points in the system that may be novel, multi-disciplinary and ideally more modifiable than previously identified prevention targets.