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A Novel BrainHealth Index Prototype Improved by Telehealth-Delivered Training During COVID-19

机译:在Covid-19期间通过远程医疗训练改善了一种新型的脑海健康指数原型

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Introduction: Brain health is neglected in public health, receiving attention after something goes wrong. Neuroplasticity research illustrates that preventive steps strengthen the brain's component systems; however, this information is not widely known. Actionable steps are needed to scale proven population-level interventions. Objectives: This pilot tested two main objectives: (1) the feasibility/ease of use of an online platform to measure brain health, deliver training, and offer virtual coaching to healthy adults and (2) to develop a data driven index of brain health. Methods: 180 participants, ages 18–87, enrolled in this 12-week pilot. Participants took a BrainHealth Index? (BHI), a composite of assessments encompassing cognition, well-being, daily-life and social, pre-post training. Participants engaged in online training with three coaching sessions. We assessed changes in BHI, effects of training utilization and demographics, contributions of sub-domain measures to the BHI and development of a factor analytic structure of latent BrainHealth constructs. Results: The results indicated that 75% of participants showed at least a 5-point gain on their BHI which did not depend on age, education, or gender. The contribution to these gains were from all sub-domains, including stress, anxiety and resilience, even though training focused largely on cognition. Some individuals improved due to increased resilience and decreased anxiety, whereas others improved due to increased innovation and social engagement. Larger gains depended on module utilization, especially strategy training. An exploratory factor analytic solution to the correlation matrix of online assessments identified three latent constructs. Discussion/Conclusion: This pilot study demonstrated the efficacy of an online platform to assess changes on a composite BrainHealth Index and efficacy in delivering training modules and coaching. We found that adults, college age to late life, were motivated to learn about their brain and engage in virtual-training with coaching to improve their brain health. This effort intends to scale up to thousands, thus the pilot data, tested by an impending imaging pilot, will be utilized in ongoing machine learning (ML) algorithms to develop a precision brain health model. This pilot is a first step in scaling evidence-based brain health protocols to reach individuals and positively affect public health globally.
机译:介绍:在公共卫生中忽略了脑健康,在出现问题后接受注意力。神经塑性研究表明,预防性步骤加强了大脑的组件系统;但是,该信息并不广泛了解。需要采取可操作的步骤来扩展验证人口级干预措施。目的:该试点测试了两个主要目标:(1)在线平台的可行性/易用性来测量大脑健康,提供培训,并为健康成人提供虚拟教练和(2),以制定脑健康的数据驱动指数。方法:180名参与者,18-87岁,参加了今年为期12周的试点。参与者采取了脑海健康指数? (BHI),综合评估,包括认知,福祉,日常生活和社会的培训前培训。参与者与三个教练会议进行在线培训。我们评估了BHI的变化,培训利用和人口统计学的影响,子域措施对BHI的贡献以及潜在脑海健康构建的因子分析结构的发展。结果:结果表明,75%的参与者在其BHI上表现出至少依赖于年龄,教育或性别的5分的增益。即使培训主要涉及认知,这些收益对这些收益的贡献都来自所有子域名,包括压力,焦虑和弹性。有些人因增强的恢复力和焦虑而增加而改善,而其他人因创新和社会参与增加而改善。更大的收益取决于模块利用率,特别是战略培训。在线评估相关矩阵的探索性因子分析解决方案确定了三种潜在构建体。讨论/结论:该试点研究表明了在线平台评估复合脑健康指数和疗效在提供培训模块和教练方面的疗效的效果。我们发现大学年龄到后期生活中的成年人有动力,了解他们的大脑,并与教练参与虚拟培训,以改善他们的大脑健康。这项努力旨在扩展到数千个,因此由即将到来的成像飞行员测试的导频数据将用于正在进行的机器学习(ML)算法中,以开发精密脑健康模型。该飞行员是缩放基于证据的大脑健康协议的第一步,以达到个人,积极影响公共卫生。

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