Methods Core

方法核心

• 批准号: 10406819
• 负责人: JEANNE MIRANDA
• 金额: $ 77.03万
• 依托单位: UNIVERSITY OF CALIFORNIA LOS ANGELES
• 依托单位国家: 美国
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-05-01 至 2027-03-31
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10406819
• 关键词: Acceleration; Address; Adoption; Algorithms; Anxiety; Area; California; Caring; Clinical; Clinical Sciences; Communities; Complex; Consultations; Cultural Diversity; Data; Data Collection; Data Science; Decision Making; Detection; Effectiveness; Ensure; Evaluation; Faculty; Funding; Goals; Grant; Health Sciences; Infrastructure; Interdisciplinary Study; Knowledge; Los Angeles; Low income; Mental Depression; Mental Health; Mental Health Services; Mentors; Methodology; Methods; Modeling; Monitor; Pilot Projects; Population; Procedures; Protocols documentation; Public Health; Randomized Controlled Trials; Research; Research Personnel; Research Project Grants; Research Support; Resources; Risk; Sampling; Statistical Models; Student recruitment; Students; Supervision; System; Technology; Time; Training; Triage; Vision; Work; anxiety treatment; care systems; clinical decision-making; college; community college; community engagement; cultural competence; data hub; data infrastructure; data management; data modeling; decision making algorithm; digital mental health; effective therapy; health disparity; high risk population; implementation framework; implementation science; improved; innovation; interdisciplinary collaboration; member; multidisciplinary; predictive modeling; programs; racial and ethnic; recruit; research study; screening; social determinants; synergism; university student; uptake; working group

Methods Core Abstract The Methods Core for the STAND ALACRITY Center will serve several functions. It will support all research projects, including the Signature Project and Project 3 focused on optimizing effectiveness, Projects 1 and 2 focused on barriers (i.e., uptake and engagement) and other pilot projects focused on optimizing implementation and adapting STAND to meet the needs of a diverse student population. The Methods Core will support these projects by providing technical, methodological, and statistical support through an interdisciplinary team of investigators with expertise in clinical science (including college mental health), data science, digital mental health science, health disparities/cultural competency, and implementation science/public health. These investigators will participate in working groups in each of these areas, with clear goals and areas of focus to support research that serves the Overall Aims of the Center. The Methods Core will also work closely with the Administrative Core to support the pilot funding program for junior investigators by pairing junior investigators with mentors in relevant areas of expertise and overseeing the scientific contributions of the junior investigators through these pilot projects. The working groups will focus on key methodological issues relevant to optimizing the implementation of STAND, including multivariate predictive modeling for improving triaging and adaptation to level of care and risk detection, engaging students, health disparities and cultural competency, and integration to increase the likelihood of adoption and sustainability. In partnership with our stakeholders and guided by scientific experts in diversity issues in mental health, we have already adapted STAND to meet the cultural diversity and social determinant needs of community college students in California, and will continue to make these adaptations with Center expertize and stakeholder input. The Methods Core will also support interdisciplinary collaborations, generating new research ideas that emerge from the Center activities, and will assist with generating products for dissemination to the research and clinical communities (e.g., data-driven algorithms for triaging and adapting level of care and for risk detection, innovative approaches to student uptake and engagement and protocols for training clinicians and coaches). Finally, the Methods Core will serve as the centralized hub for data management and infrastructure. All activities of the Methods Core will be guided by the Acceleration Creation to Sustainment implementation framework that enables iterative evaluation and redesign in accordance with a principle statement, to allow continuous to improvement to STAND over the five years of the grant.

方法核心摘要 STAND ALACRITY 中心的方法核心将发挥多种功能。它将支持所有研究 项目，包括专注于优化效率的标志项目和项目 3、项目 1 和 2 专注于障碍（即吸收和参与）和其他专注于优化实施的试点项目 调整 STAND 以满足多样化学生群体的需求。方法核心将支持这些 通过跨学科团队提供技术、方法和统计支持来开展项目 具有临床科学（包括大学心理健康）、数据科学、数字心理专业知识的研究人员 健康科学、健康差异/文化能力以及实施科学/公共卫生。这些 调查人员将参加每个领域的工作组，并有明确的目标和重点领域 支持服务于中心总体目标的研究。方法核心还将与 行政核心通过配对初级研究者来支持初级研究者试点资助计划 与相关专业领域的导师合作，并监督初级研究人员的科学贡献 通过这些试点项目。工作组将重点关注与优化相关的关键方法问题 STAND 的实施，包括用于改进分类和适应的多变量预测模型 护理水平和风险检测、学生参与、健康差异和文化能力以及融合 增加采用和可持续性的可能性。与我们的利益相关者合作并遵循 心理健康多样性问题的科学专家，我们已经调整了 STAND 来满足文化 加州社区学院学生的多样性和社会决定因素需求，并将继续使 这些调整是根据中心的专业知识和利益相关者的意见进行的。方法核心还将支持 跨学科合作，产生从中心活动中出现的新研究想法，并将 协助生成产品以传播到研究和临床社区（例如数据驱动的 用于分类和调整护理水平以及风险检测的算法，学生吸收的创新方法 以及培训临床医生和教练的参与和协议）。最后，方法核心将作为 数据管理和基础设施的集中中心。方法核心的所有活动将由 加速创建到维持实施框架，支持迭代评估和重新设计 根据原则声明，允许在五年内持续改进 STAND 补助金。