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Survey data discussed in "<b>Fostering Data Literacy through Paper Replication and Reproducible Workflows</b>"

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Figshare2025-01-31 更新2026-04-08 收录
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This paper presents a curriculum designed to cultivate data literacy among first-year undergraduates by replicating a published economics paper and applying reproducible research workflows. Unlike existing methods that necessitate prior econometrics knowledge, this curriculum is accessible to students without prerequisites, providing an early introduction to economics research. The curriculum integrates basic R programming instruction via an online platform, which enables students to replicate a notable economics study. The curriculum emphasizes the importance of reproducibility in research by incorporating tools such as GitHub and web-based RStudio. The structure, benefits of the selected tools, and implementation guide are detailed, offering insights and practical guidance for educators aiming to achieve similar educational objectives.The data provided in this repository are derived from the United States Environmental Protection Agency (EPA) Clean Air Markets Program Data, as well as student surveys .

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Ruangmas, Thanicha
创建时间:
2025-01-31
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