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数字技术赋能校友足球可持续发展路径探索——基于有序逻辑回归分析的研究

Exploration of the path of digital technology empowering the sustainable development of alumni football-a study based on ordinal logistic regression analysis.

作者信息

Wang Jiao

机构信息

Faculty of Artificial Intelligence in Education, Central China Normal University, Wuhan, Hubei, China.

School of Physical Education, Hanjiang Normal University, Shiyan, Hubei, China.

出版信息

Front Sports Act Living. 2025 Aug 20;7:1613339. doi: 10.3389/fspor.2025.1613339. eCollection 2025.

Abstract

INTRODUCTION

In the digital era, professional sports have rapidly embraced technologies such as big data, AI, and the Internet of Things to optimize performance, strategy, and fan engagement. However, the digital transformation of grassroots and amateur level sports remains significantly underdeveloped, posing a major obstacle to the inclusive and sustainable growth of national sports ecosystems. Alumni football, participated in by a vast and growing population of college graduates in China, emerges as a strategic gateway to bridging this digital divide.

METHODS

This study explores how digital technologies can empower the sustainable development of alumni football from the perspectives of data acquisition, processing, and application, with a focus on seven practical digital implementation scenarios. Using a questionnaire survey of 100 university football alumni and ordinal logistic regression analysis, ten digital factors were examined for their influence on alumni football development.

RESULTS

The results show that factors such as digital business models and digital team culture significantly contribute to sustainable development, whereas elements like virtual coaching and match data management have relatively limited impact.

DISCUSSION

This study not only addresses an urgent gap in digital grassroots sports integration but also provides replicable insights for policy makers, educators, and industry stakeholders aiming to promote large scale participation, cultural cohesion, and digital inclusion across broader segments of the sports domain.

摘要

引言

在数字时代,职业体育迅速采用大数据、人工智能和物联网等技术来优化表现、战略和球迷参与度。然而,基层和业余体育的数字化转型仍明显滞后,这对国家体育生态系统的包容性和可持续增长构成了重大障碍。校友足球在中国有大量且不断增加的大学毕业生参与,成为弥合这一数字鸿沟的战略切入点。

方法

本研究从数据获取、处理和应用的角度探讨数字技术如何助力校友足球的可持续发展,重点关注七个实际数字实施场景。通过对100名大学足球校友进行问卷调查并进行有序逻辑回归分析,考察了十个数字因素对校友足球发展的影响。

结果

结果表明,数字商业模式和数字团队文化等因素对可持续发展有显著贡献,而虚拟教练和比赛数据管理等因素的影响相对有限。

讨论

本研究不仅填补了数字基层体育融合方面的紧迫空白,还为旨在促进体育领域更广泛层面的大规模参与、文化凝聚力和数字包容的政策制定者、教育工作者和行业利益相关者提供了可复制的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ad04/12406710/a801be63031b/fspor-07-1613339-g001.jpg

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