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COVID-Inspired Data Science Education through Epidemiology

受新冠疫情启发的流行病学数据科学教育

基本信息

批准号：
2313212
负责人：
Janice Mokros
金额：
$ 122.63万
依托单位：
TUMBLEHOME, INC.
依托单位国家：
美国
项目类别：
Standard Grant
财政年份：
2023
资助国家：
美国
起止时间：
2023-01-15 至 2025-08-31
项目状态：
未结题

来源：
https://www.nsf.gov/awardsearch/showAward?AWD_ID=2313212&HistoricalAwards=false
关键词：
COVID Inspired Data Science Education

项目摘要

The ongoing COVID-19 pandemic provides a starting point for empowering young people to understand uses of data science through epidemiology. Through this program, 400 underserved youth nationwide will engage in a 15-hour out-of-school multimedia program centered on a project-developed text, The Case of the COVID Crisis, which is integrated with data activities, modeling, animations, and career exploration. Participants will: 1) Learn to use data tools and models to track the spread of infectious diseases; 2) Develop an understanding of how to ask and address their own questions of data; and 3) Gain confidence in their ability to use data to study and communicate to local audiences about epidemiological challenges. The program is also aimed at encouraging youth’s interest in the myriad careers of the data-rich discipline of epidemiology. The project will achieve these goals through a multifaceted partnership involving Science Education Solutions, Tumblehome Books, Imagine Science/STEM Next, Concord Consortium, Jackson Laboratory (JAX), Strategic Learning Partners for Innovation, and the PEAR Institute (Partnerships in Education and Resilience). Datasets and tools are entering everyday usage at a rapid rate, especially during the pandemic. The project’s research breaks new ground on how youth, especially those who traditionally have not had access to data tools in school, begin using these tools to address the spread of COVID-19 and other diseases. This research is based on cultural historical activity theory, and employs a mixed methods approach involving surveys, documentation, and artifact analysis. The research will contribute to the field of data science education by: 1) Elucidating the ways in which youth use datasets and data tools to ask epidemiological questions, examine patterns, and make predictions; 2) Studying how youth become motivated to engage in work in the intersection of data science and epidemiology; and 3) Examining the affordances of a multifaceted intervention integrating pedagogical strategies, including the use of narrative, inquiry-based data activities, accessible data tools, animations, and career exploration. The project also will make an important contribution to the burgeoning area of K–12 epidemiology education by incorporating authentic, personally relevant data into out-of-school programming. This project is funded by the Innovative Technology Experiences for Students and Teachers (ITEST) program, which supports projects that build understandings of practices, program elements, contexts and processes contributing to increasing students' knowledge and interest in science, technology, engineering, and mathematics (STEM) and information and communication technology (ICT) careers.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

持续的COVID-19大流行为年轻人提供了一个起点，让他们能够通过流行病学了解数据科学的用途。通过该计划，全国400名服务不足的青少年将参与一个15小时的校外多媒体计划，该计划以项目开发的文本“新冠肺炎危机案例”为中心，将数据活动、建模、动画和职业探索相结合。与会者将：1）学会使用数据工具和模型来跟踪传染病的传播; 2）了解如何提出和解决自己的数据问题; 3）对自己使用数据研究流行病学挑战并与当地受众沟通的能力充满信心。该计划还旨在鼓励年轻人对数据丰富的流行病学学科的无数职业的兴趣。该项目将通过涉及科学教育解决方案，Tumblehome Books，Imagine Science/STEM Next，Concord Consortium，杰克逊实验室（JAX），创新战略学习伙伴和PEAR研究所（教育和恢复力伙伴关系）的多方面合作关系实现这些目标。数据集和工具正在迅速进入日常使用，特别是在大流行期间。该项目的研究为青年人，特别是那些传统上在学校无法获得数据工具的人，如何开始使用这些工具来应对COVID-19和其他疾病的传播开辟了新的天地。本研究以文化历史活动理论为基础，采用调查、文献、文物分析等综合研究方法。该研究将通过以下方式为数据科学教育领域做出贡献：1）阐明青年使用数据集和数据工具提出流行病学问题，检查模式和进行预测的方式; 2）研究青年如何有动力参与数据科学和流行病学交叉领域的工作;和3）检查整合教学策略的多方面干预的启示，包括使用叙事，基于调查的数据活动，可访问的数据工具，动画，职业探索。该项目还将通过将真实的个人相关数据纳入校外规划，为新兴的K-12流行病学教育领域做出重要贡献。该项目由学生和教师创新技术体验（ITEST）计划资助，该计划支持建立对实践，计划元素，背景和过程的理解的项目，有助于增加学生对科学，技术，工程，信息和通信技术（ICT）该奖项反映了NSF的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。