Using Moneyball to Introduce Students to Data Analytics: Illustrating the Data Analytics Life Cycle

Q3 Social Sciences INFORMS Transactions on Education Pub Date : 2021-07-13 DOI:10.1287/ITED.2021.0252CA
W. A. Roth, Brett P. Matherne
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引用次数: 2

Abstract

In this data-dependent world, competency in data analytics is quickly becoming critical for success in business. In a quantitative-intensive course that introduces data analytics concepts, engaging students quickly and exposing them to more nuanced parts of the data analytics lifecycle is critical. This exercise uses the movie Moneyball as a framing tool to achieve these goals. Leveraging an appealing movie can help increase student engagement in the subject by presenting concepts in a less foreboding way. This exercise highlights scenes in the movie which embody the various stages of the data analytics lifecycle and allows faculty to present concepts via an engaging story adapted from a real-world example. This exercise provides faculty with different options of how to incorporate this movie into classes to introduce and develop a better understanding of the various steps of the data analytics lifecycle for students.
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使用Moneyball向学生介绍数据分析:说明数据分析生命周期
在这个依赖数据的世界里,数据分析能力正迅速成为商业成功的关键。在介绍数据分析概念的定量密集型课程中,快速吸引学生并让他们了解数据分析生命周期中更细微的部分是至关重要的。本练习使用电影《点球成金》作为实现这些目标的框架工具。利用一部吸引人的电影可以帮助学生以一种不那么不祥的方式展示概念,从而提高对这门学科的参与度。该练习突出了电影中的场景,这些场景体现了数据分析生命周期的各个阶段,并允许教师通过改编自现实世界示例的引人入胜的故事来呈现概念。这个练习为教师提供了如何将这部电影纳入课堂的不同选择,以更好地为学生介绍和发展对数据分析生命周期的各个步骤的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
INFORMS Transactions on Education
INFORMS Transactions on Education Social Sciences-Education
CiteScore
1.70
自引率
0.00%
发文量
34
审稿时长
52 weeks
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