Applications of Data Literacy to Course Design in Sport Performance Analytics

IF 1.6 Q2 EDUCATION & EDUCATIONAL RESEARCH Sport Management Education Journal Pub Date : 2023-01-01 DOI:10.1123/smej.2022-0054
N. D. Pifer, A. Lumpkin, Thomas Henry
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Abstract

With sport now fully immersed in the era of big data, there is a need for sport managers who are data literate and, therefore, capable of collecting, managing, evaluating, and applying data to the range of problems and scenarios encountered by industry personnel. However, many in the sport management academy remain unacquainted with the development and delivery of sports analytics courses, unsure of the methods and means by which they can equip students with the necessary skills. This is particularly true in sport performance analytics, the version of sports analytics popularized in the book and movie Moneyball and representative of data analyses applied to the competitive side of sport. Although prior literature has provided pedagogical guidance for instructors in the areas of general data analytics or sport business analytics, sports analytics in this traditional sense has largely been ignored. Using the data literacy framework, this manuscript outlines procedures for designing and delivering an applied course in sport performance analytics. It further provides prospective implementers with effective instructional tools and an overview of the challenges likely to be encountered in this arena.
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数据素养在运动表现分析课程设计中的应用
随着体育全面进入大数据时代,需要有数据素养的体育经理,因此能够收集、管理、评估和应用数据来解决行业人员遇到的各种问题和场景。然而,体育管理学院的许多人仍然不熟悉体育分析课程的开发和交付,不确定他们可以为学生提供必要技能的方法和手段。在体育表现分析中尤其如此,这是在书籍和电影《点球成金》中普及的体育分析版本,是应用于体育竞技方面的数据分析的代表。尽管之前的文献为一般数据分析或体育商业分析领域的教师提供了教学指导,但这种传统意义上的体育分析在很大程度上被忽视了。使用数据素养框架,本文概述了设计和提供在运动表现分析应用课程的程序。它进一步为未来的实施者提供了有效的指导工具,并概述了在这一领域可能遇到的挑战。
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来源期刊
Sport Management Education Journal
Sport Management Education Journal EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
2.10
自引率
47.10%
发文量
21
期刊介绍: Sport Management Education Journal (SMEJ) promotes advancement of the body of knowledge in pedagogy as it relates to sport management education and disseminates knowledge about sport management courses, curricula, and teaching. This established semiannual journal addresses a range of issues concerning graduate and undergraduate education in sport management. Topics of interest include curriculum development, accreditation, employment competencies, effective teaching methods, experiential learning, online learning, and issues and trends in sport management education. Manuscripts based on conceptual, philosophical, and empirical inquiry will be considered for publication.
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