Curriculum in Experimental Design and Statistics for Biomedical Researchers

生物医学研究人员实验设计和统计学课程

• 批准号: 10459357
• 负责人: Gary A Churchill
• 金额: $ 9.04万
• 依托单位: JACKSON LABORATORY
• 依托单位国家: 美国
• 财政年份: 2021
• 资助国家: 美国
• 起止时间: 2021-08-01 至 2024-07-31
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/10459357
• 关键词: Acute; Biomedical Research; Collaborations; Communities; Computer software; Connecticut; Data; Data Analyses; Educational Curriculum; Educational process of instructing; Educational workshop; Experimental Designs; FAIR principles; Failure; Foundations; Goals; Hand; Internet; Investigation; Knowledge; Lead; Licensing; Maine; Mentors; Methods; Outcome; Positioning Attribute; Process; Production; Public Health; Publishing; R programming language; Randomized; Recording of previous events; Reproducibility; Research; Research Personnel; Role; Science; Series; Statistical Data Interpretation; Statistical Methods; Structure; Systems Biology; Testing; The Jackson Laboratory; Time; Training; blind; career; curriculum development; data management; design; empowered; experimental study; high throughput analysis; human disease; inferential statistics; insight; multidimensional data; neglect; practical application; pre-doctoral; sound; statistics; web site

PROJECT SUMMARY For many decades biomedical research has benefitted from experimental design and statistical methods that give studies the power to reveal underlying mechanisms and processes. In spite of their long history and empowering role in research, experimental design and statistical principles are not well understood by experimental biologists. Our goal is to increase the number of biomedical researchers who are fluent in experimental design and statistics by developing a curriculum that provides both the conceptual background and applied practice for sound and reproducible experiments. To refine this curriculum, we will test and evaluate the curriculum with an audience of postdoctoral and predoctoral researchers at the Jackson Laboratory campuses in Maine and Connecticut. To disseminate the curriculum broadly, we will publish it as a website under an open access license for self-study and for teaching. By building, testing, and disseminating an openly accessible curriculum in experimental design and statistics, we expect to build statistical fluency among biomedical researchers. By building this fluency, we expect these researchers to find new insights into the complexity of human disease. As a result biomedical studies will have more power to uncover mechanisms and processes, which will accelerate progress in human disease research.

项目摘要 几十年来，生物医学研究受益于实验设计和统计方法， 使研究能够揭示潜在的机制和过程。尽管历史悠久， 在研究中的授权作用，实验设计和统计原则没有得到很好的理解， 实验生物学家我们的目标是增加生物医学研究人员的数量， 实验设计和统计，通过开发一个课程，既提供了概念背景 和应用实践的声音和可重复的实验。为了完善这一课程，我们将测试和 与杰克逊大学的博士后和博士前研究人员一起评估课程 在缅因州和康涅狄格州的实验室校园。为了广泛传播该课程，我们将以 网站根据开放获取许可证，用于自学和教学。通过构建、测试和传播 一个开放的实验设计和统计课程，我们希望建立统计流利 在生物医学研究者中。通过建立这种流畅性，我们希望这些研究人员能够找到新的见解， 人类疾病的复杂性。因此，生物医学研究将有更大的力量来揭示机制 这将加速人类疾病研究的进展。