Summer Institute on Innovative Methods

创新方法暑期学院

• 批准号: 9922236
• 负责人: Bethany C. Bray
• 金额: $ 2.34万
• 依托单位: UNIVERSITY OF ILLINOIS AT CHICAGO
• 依托单位国家: 美国
• 财政年份: 2005
• 资助国家: 美国
• 起止时间: 2005-08-01 至 2022-05-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/9922236
• 关键词: AIDS prevention; Address; Area; Behavior; Behavior Therapy; Cellular Phone; Collection; Country; Data; Data Analyses; Data Collection; Development; Drug abuse; Educational workshop; Ensure; Funding; Generations; Goals; HIV; Hand; Health behavior; Institutes; Intervention; Knowledge; Learning; Location; Methodology; Methods; Modeling; Modernization; National Institute of Drug Abuse; Participant; Prevention; Prevention Research; Preventive Intervention; Procedures; Process; Public Health; Research; Research Methodology; Research Personnel; Risk Behaviors; Sampling; Science; Scientist; Series; Societies; Statistical Methods; Time; Training; Training Activity; United States National Institutes of Health; Update; Work; adaptive intervention; analytical method; base; career; combat; complex data; cost; design; effective intervention; experience; handheld mobile device; innovation; interest; mHealth; mobile computing; next generation; power analysis; public health relevance; response; skills; summer institute; symposium; wearable sensor technology

 DESCRIPTION (provided by applicant): Due to recent technological advances, state-of-the art data collection and analysis methods are evolving faster than ever before. This makes it difficult for drug abuse and HIV prevention researchers to keep up with the latest research methods. We propose to continue a series of annual dissemination conferences, called the Summer Institutes on Innovative Methods, which are designed to provide drug abuse and HIV researchers with the knowledge and skills needed to apply the most salient innovations in the collection and analysis of intensive longitudinal data (ILD). This focus on ILD is in response to (a) technological advances that enable the collection of real-time, real-world data related to health behavior (e.g., smart phones, wearable sensors), and (b) the growing priority area at the National Institutes of Health on mHealth (mobile health). ILD enable a deeper, more nuanced study of dynamic processes related to behavior and have the potential to inform the real-time delivery of behavioral interventions. The proposed conferences will help prevention scientists gain conceptual and practical understanding of state-of-the-art ILD methods they can apply in their research. All of these conferences will be presented by leading experts in ILD methods and will feature hands-on data analysis and/or sample data collection by participants. Topics include the collection of ILD, power analysis for planning new ILD studies, and two modern analytic methods for ILD that can help researchers gain critical knowledge from their complex data. In the final year of funding, we propose to organize a large, two-day capstone conference that will bring together leading methodologists (including presenters and selected trainees from the previous four years of this R13) and drug abuse and HIV prevention researchers working with ILD. Together, these scientists will be poised to build the next generation of adaptive behavioral interventions. Due to decades of experience both in developing innovative methods for longitudinal data and in training researchers to apply those methods, the Methodology Center at Penn State is uniquely qualified to organize this highly specialized, greatly needed dissemination activity.

 描述（由适用提供）：由于最近的技术进步，最先进的数据收集和分析方法的发展速度比以往任何时候都要快。这使得药物滥用和艾滋病毒预防研究人员难以跟上最新的研究方法。我们建议继续进行一系列年度传播会议，称为创新方法的夏季研究所，这些会议旨在为毒品滥用和艾滋病毒研究人员提供所需的知识和技能，以将最显着的创新应用于密集纵向数据（ILD）的收集和分析中。对ILD的关注是为了回应（a）技术进步，该技术进步能够收集与健康行为有关的实时，现实世界中的数据（例如智能手机，可穿戴传感器），以及（b）国立国立卫生研究院MHealth on MHealth（移动健康）不断增长的优先领域。 ILD可以对与行为相关的动态过程进行更深入，更细微的研究，并有可能告知行为干预的实时交付。拟议的会议将有助于预防科学家对他们可以在研究中采用的最新方法获得概念和实践理解。所有这些会议都将由ILD方法领域的领先专家提出，并以参与者的实践数据分析和/或样本数据收集。主题包括收集ILD，计划新ILD研究的功率分析以及针对ILD的两种现代分析方法，可以帮助研究人员从其复杂的数据中获得关键知识。在资助的最后一年，我们建议组织一次大型的为期两天的顶峰会议，该会议将汇集领先的方法论家（包括此R13的前四年中的主持人和精选的学员）以及与ILD合作的药物滥用和艾滋病毒预防研究人员。这些科学家一起将被毒死，以建立下一代的适应性行为干预措施。由于数十年来为纵向数据开发创新方法和培训研究人员应用这些方法的经验。