Sports economics and big data: A revolution in sports performance analysis

Authors

  • Nourelhouda Merah University of Algiers 3, Algeria Email: nourelhouda.merah@gmail.com
  • Deboub Ouissam University of Tissemsilt, Algeria Email: deboub.ouissam22@gmail.com

Keywords:

Big data, Artificial intelligence, Sports economics, Performance analysis

Abstract

This study aims to elucidate the role of big data in advancing sports economics and performance analysis while also examining the impact of artificial intelligence and machine learning on the sports industry. These findings underscore the benefits that these technologies can provide in enhancing sporting strategies and increasing financial returns. The research examined the experiences of clubs such as Liverpool, the Houston Rockets, the Oakland Athletics, and the Golden State Warriors, all of which have benefited from advanced analytics in player recruitment, tactical planning, injury management, and competitor analysis. The study concludes that the application of big data in the sports sector contributes to improving team and athlete performance through the analysis of biometric and physiological data. This further facilitates more precise decision-making, reduces the incidence of injuries, and strengthens sports marketing strategies, thereby increasing financial returns. Moreover, achieving a balance between data collection and the protection of athletes' privacy represents a significant challenge, necessitating clear legislation to ensure the ethical use of data.

Downloads

Download data is not yet available.

References

Factual America. (2024). Changing the Game: The True Story Behind 'Moneyball'. Retrieved from https://www.factualamerica.com/behind-the-screenplay/changing-the-game-the-true-story-behind-moneyball?utm_source=chatgpt.com

George Yiapanas. (2025). The application of big data analytics in sports as a tool for personalised fan experience, operations efficiency, and fan engagement strategy. Business and Management Theory and Practice, 2(1), 1-20.

Rusty Simmons. (2014). The Golden State Warriors are at the forefront of NBA data analysis. Retrieved from https://www.sfgate.com/warriors/article/Golden-State-Warriors-at-the-forefront-of-NBA-5753776.php?utm_source=chatgpt.com

The betfoc. (n.d.). The Role of Data Analytics in Sports Betting. Retrieved from https://www.betfoc.com/blog/the-role-of-data-analytics-in-sports-betting/?utm_source=chatgpt.com

Xiaolong Wei, Jianwei Zhang, Oleksii Lyulyov, & Tetyana Pimonenko. (2023). The Role of Digital Economy in Enhancing the Sports Industry to Attain Sustainable Development. Sustainability, 15, 1–22. Retrieved from https://doi.org/10.3390/su151512009

Youssef El-Maghrabi, & Muhammad Sharif. (2022). Game Changers or Game Predictors? Big Data Analytics in Sports for Performance Enhancement and Fan Engagement. Journal of Contemporary Healthcare Analytics, 1-20.

Nour Elhuda Marah. (2024). أثر تكنولوجيا المعلومات والاتصال على مستقبل مهنة المحاسبة في الجزائر. PhD thesis in Finance and Accounting Sciences, University of Algiers 3, Faculty of Economic Sciences, Commercial Sciences, and Management Sciences.

Beacon. (17 December 2015). Injury Prevention Technology in MLB. Retrieved from https://www.beaconortho.com/news/fatigue-1-cause-of-mlb-injuries-new-injury-prevention-technology/?utm_source=chatgpt.com

Opolska Ieva, & Proskina Liga. (27-28 April 2017). Sports' Role in the Economy. Proceedings of the 2017 International Conference "ECONOMIC SCIENCE FOR RURAL DEVELOPMENT" No 45 Jelgava, 322-329. Retrieved from https://llufb.llu.lv/conference/economic_science_rural/2017/Latvia_ESRD_45_2017-322-329.pdf

Tom Bassam. (11 October 2019). Liverpool partners with SkillCorner for AI-powered analysis, a Machine learning platform to measure player performance. Retrieved from https://www.sportspro.com/news/liverpool-fc-skillcorner-ai-data-analysis/?utm_source=chatgpt.com

Eric Schmidt. (5 March, 2021). Data Champions: How the Golden State Warriors are turning on-court data into a competitive advantage. Retrieved from https://cloud.google.com/blog/products/data-analytics/warriors-use-on-court-data-for-competitive-edge?utm_source=chatgpt.com&hl=en

Johan Cruyff Institute. (21 May 2021). The effectiveness of data analytics in measuring the return on sport sponsorship. Retrieved from https://johancruyffinstitute.com/en/blog-en/sport-marketing/data-analytics-on-sport-sponsorship/?utm_source=chatgpt.com

Joanna Durkan. (19 May, 2022). Liverpool agrees new deal with game-changing injury prevention specialist. Retrieved from https://www.thisisanfield.com/2022/05/liverpool-take-next-step-with-secret-weapon-to-help-stave-off-injury/

Market Trends. (14 February, 2024). Advancing Sports Analytics: The Evolution of AI and Big Data in Shaping Future Sports Strategies. Retrieved from https://www.analyticsinsight.net/artificial-intelligence/advancing-sports-analytics-the-evolution-of-ai-and-big-data-in-shaping-future-sports-strategies?utm_source=chatgpt.com

Zhe Wang, & Petar Veličković. (19 March, 2024). TacticAI: an AI assistant for football tactics. Retrieved from https://deepmind.google/discover/blog/tacticai-ai-assistant-for-football-tactics/?utm_source=chatgpt.com

Entity. (11 April, 2024). What Is The Role Of Big Data In Sports? Retrieved from https://www.entitysport.com/what-is-the-role-of-big-data-in-sports/

Liverpool FC. (08 June, 2024). LFC is the most-engaged club in the Premier League, with 1.5 billion social media fan engagements in the 2023-24 season. Retrieved from https://www.liverpoolfc.com/news/lfc-most-engaged-club-premier-league-15-billion-social-media-fan-engagements-2023-24?utm_source=chatgpt.com

TIL. (12 July, 2024). The impact of new technologies in sport: big data and data analysis to improve sports performance. Retrieved from https://theimpactlawyers.com/articles/the-impact-of-new-technologies-in-sport-big-data-and-data-analysis-to-improve-sports-performance#:~:text=Big%20Data%20in%20sport&text=In%20sports%2C%20this%20involves%20collecting

Anfield Index. (19 August 2024). Unpacking Dr. Ian Graham's Role in Liverpool's Data-Driven Dominance. Retrieved from https://onefootball.com/en/news/unpacking-dr-ian-grahams-role-in-liverpools-data-driven-dominance-39912961?utm_source=chatgpt.com

Kevin Yven. (27 September 2024). The Role of Artificial Intelligence and Data Analytics in Sports Performance. Retrieved from https://sportscienceai.com/posts/2024-09-27_data_and_ai_in_sport

Vinod Chugani. (18 October, 2024). The Future of Sports Analytics: Emerging Trends and Technologies. Retrieved from https://www.statology.org/the-future-of-sports-analytics-emerging-trends-and-technologies/?utm_source=chatgpt.com

Vinod Chugani. (25 October 2024). The Influence of Big Data on Sports Betting: A Double-Edged Sword. Retrieved from https://www.statology.org/the-influence-of-big-data-on-sports-betting-a-double-edged-sword/?utm_source=chatgpt.com

Cameron Polesuk. (18 November 2024). Harnessing Data Analytics in Sports for Targeted Sponsorship. Retrieved from https://athelogroup.com/blog/harnessing-data-analytics-in-sports-for-targeted-sponsorship/?utm_source=chatgpt.com

Matt Hughes. (19 November 2024). Premier League clubs' pressure over a data deal is set to deepen tension with the EFL. Retrieved from https://www.theguardian.com/football/2024/nov/19/premier-league-clubs-pressure-over-data-deal-set-to-deepen-tension-with-efl?utm_source=chatgpt.com

Jamie Gordon. (2 December 2024). NBC launches AI-backed rival to ESPN's Manningcast as Mahomes' Chiefs take on AFC foes in historic broadcast first. Retrieved from https://talksport.com/nfl/2344471/nbc-madden-simulcast-patrick-mahomes-chiefs-texans/?utm_source=chatgpt.com

Josh Noble. (3 December 2024). How analysing fans' behaviour helps a marketing agency win big. Retrieved from https://www.ft.com/content/29bd1b4b-bb7c-4d57-968e-194f2a8f2e9e?utm_source=chatgpt.com

Tony Robertson. (7 December 2024). YOU OLD DEVILS 'We are still in the last century' admits Jim Ratcliffe as Man Utd chief hints at significant change to rescue 'mediocre' club. Retrieved from https://www.thesun.co.uk/sport/32174852/jim-ratcliffe-labels-man-utd-mediocre-recruitment-last-century/?utm_source=chatgpt.com

Davis Lakisha. (11 December 2024). The Role of AI and Big Data in Sports Broadcasting Innovation. Retrieved from https://metapress.com/the-role-of-ai-and-big-data-in-sports-broadcasting-innovation/?utm_source=chatgpt.com

Chris Dalton. (23 December 2024). The Golden State Warriors build a state-of-the-art fan experience, using feedback at every step of the way. Retrieved from https://www.surveymonkey.com/curiosity/golden-state-warriors-build-a-state-of-the-art-fan-experience-using-feedback-every-step-of-the-way/?utm_source=chatgpt.com

alwaleed alkaid. (7 January, 2025). Emerging Trends in Sports Management for 2025. Retrieved from https://alwaleedalkeaid.com/2025/01/01/emerging-trends-sports-management-2025/?utm_source=chatgpt.com

Jack Snape. (14 January, 2025). Australian Open avatars are helping tennis reach a new audience. Retrieved from https://www.theguardian.com/sport/2025/jan/14/australian-open-avatars-helping-tennis-reach-new-audience?utm_source=chatgpt.com

Charlotte Duncker. (27 January, 2025). Sir Jim Ratcliffe warned of "rebellion" from Man United fans over prices. Retrieved from https://www.thetimes.com/sport/football/article/jim-ratcliffe-rebellion-manchester-united-fans-ticket-prices-22k2dg2bf?utm_source=chatgpt.com&region=global

Deloitte. (13 February, 2025). 2025 global sports industry outlook. Retrieved from https://www2.deloitte.com/us/en/insights/industry/technology/technology-media-telecom-outlooks/sports-industry-outlook.html?utm_source=chatgpt.com

Ron Kroichick. (10 March, 2025). Steph Curry’s path to 4,000 3 s: From restrained Warriors rookie to ‘launching, no holds barred.’ Retrieved from https://www.sfchronicle.com/sports/warriors/article/steph-curry-3-pointers-20207343.php?utm_source=chatgpt.com

Downloads

Published

29-09-2025

How to Cite

Merah, N., & Ouissam, D. (2025). Sports economics and big data: A revolution in sports performance analysis. The International Tax Journal, 52(5), 2119–2131. Retrieved from https://internationaltaxjournal.online/index.php/itj/article/view/223

Issue

Section

Online Access