Organising the game: the analytics in sport business
Sport data is more than player performance and tactical insight. We look at how business analytics is transforming sport off the pitch.
Think analytics in sports and chances are people think about performance. Analysts hunched over laptops by the touchline, seeking modern divination from the runes of data. Moneyball-style player scouting to source under-valued players from obscure leagues. Heat maps exposing a player’s every movement for pundits to eviscerate or hail as genius. Andrew Zaltzman’s dizzying stats round-up at the end of every cricket test match giving you insights you didn’t know you wanted to know.
But the use of analytics to analyse performance only tells half the story. Crunching numbers is revolutionising sport management and business. It’s fine-tuning your relationship with your game, your club and your wallet.
What is Sport Business Analytics?
Sports Business Analytics is a rapidly growing field that uses data insight and modelling to improve decision-making, revenue generation and operations. It’s as much concerned with performance off the field as it is on it - the business side of ticket sales, logistics, fan engagement, marketing, and determining the financial value of talent.
Why does sport and business analytics matter?
Data analytics is now driving the business side of sport. Dr Carl Singleton, course director of Stirling’s MSc Sport Business Analytics, says data underpins almost every aspect of the sport business landscape. “There’s been an explosion of employability in sports analytics. Think about all the ways data can improve a business,” he says. “We are seeing sport use analytics to organise tournaments, increase revenue, analyse media sentiment, and recruit talent.”
Sport operates in a world where traditional methods and experience are being disrupted. Collecting and analysing data has become crucial to business. Increased connectivity and engagement drive insights into fan behaviour. This enables personalised marketing and content to strengthen fan loyalty and maintain revenue streams.
Ian Wright, national coach at Scottish Swimming agrees: “In aquatics, good insight underpins almost every decision we make - from supporting clubs and coaches to planning national programmes and events.” High‑quality participation and performance data is helping the sport understand behaviours, identify gaps, and shape more effective pathways for swimmers of all ages and abilities. “As the sport evolves, so too does the need for strong analytical skills, which are becoming essential to delivering sustainable growth and improving the experience for everyone in the water.”
In aquatics, good insight underpins almost every decision we make - from supporting clubs and coaches to planning national programmes and events.
How is Sport Business Analytics generating insights into customers?
Understanding who is following your sport or your club gives you a better hand in negotiating media rights, advertising and brand partnerships. It’s not just about increasing revenue - it’s about understanding what fans want and improving their experience.
Nor is it just about understanding the numbers. Economics, psychology and behavioural science complement analytics. Data can be used to test behavioural and economic theories. Where analytics meets human behaviour is a fascinating dynamic covered by modules on our course.
Analytics also transforms the more unseen side of sport and management such as scheduling, finance or administration. Without it, the complicated and often contradictory modern demands on sport would become far less manageable.
Danger in the data
Sport is about passion and loyalty, dreams and escape. In the modern world it is also about data analytics and better-informed business decisions than before. Sport leaders must balance those two areas, and must choose their data with thought.
Dr Singleton is quick to point out the practical dangers of analytics. “Data needs to be handled carefully to provide the right answers. It’s only as good as the model” he warns. “If your strategy is based on data, you’ve also got to make sure you are collecting the right data in the right place and understand its limitations.”
Our MSc Sport Business Analytics teaches students how to avoid the traps and mistakes of data and mis-using Artificial Intelligence. Take decision-making. We use theory to design appropriate empirical models to test causal relationships. It goes much further than just visualising and describing the data.
“Our students become sport data analysts who know what to do with the data to get real actionable insights. They also learn the limits and pitfalls in what raw data analytics tools will generate,” adds Dr Singleton.
/filters:format(webp)/filters:no_upscale()/prod01/cdn/media/stirling/services/faculties/sport-and-health-sciences/images/small/dr-carl-singleton-578X358.jpg)
"There’s been an explosion of employability in sports analytics. Think about all the ways data can improve a business.”
Dr Carl Singleton
Senior Lecturer (Associate Professor), University of Stirling
Why study Sport Business Analytics at Stirling
Sport is at the heart of Stirling life. As Scotland’s University for Sporting Excellence, we are dedicated to transforming lives and society through sport and wellbeing. From our Olympian athletes to our research, we have a proud legacy of sporting achievement.
Our interdisciplinary thinking is a strength of studying sport and business at Stirling. We sit at a nexus of sporting success, tech incubation, data, psychology and behavioural science.
We are proud to be part of Scotland’s greater investment in tech as well its sporting success stories.
Our MSc Sport Business Analytics course combines this sporting heritage with our excellence in business education. The University of Stirling is accredited by the Association to Advance Collegiate Schools of Business (AACSB). The Stirling Business School works alongside Sport to offer this postgraduate degree.
What career will a degree in Sport Business Analytics lead to?
It’s an exciting time to become a sport data analyst. Estimates suggest the UK sports analytics market will grow in value from around £63 million in 2025 to over £600 million by 2035.
Our experts will teach you how to transform sport-related data into strategic decisions. We place a strong emphasis on practical skills relevant across multiple aspects of the sport industry.
The skills you learn on this course are also useful in most corporate and business environments.
Possible job roles include:
- sport data analyst
- sport recruitment analyst
- sport business development specialist
- sport operations manager
- sport finance analyst
Q&A
Why study Sport Business Analytics instead of sports analytics?
Most sports science degrees focus on the on-pitch metrics. Sports analysts track player heart rates, biomechanics, and tactical performance. Dr Carl Singleton explains how the University of Stirling course focuses on the "off-pitch" business. Sport Business Analytics looks at fan engagement, ticket pricing models, media rights valuation, strategic financial decision-making, and valuing sporting talent.
How does big data change the way that sports organisations engage with fans
Clubs can use data to map all points of a fan’s interaction with the sports organisation. Data is now available allowing teams to analyse purchasing patterns, app usage and even stadium footfall. This enables a more personalised approach for each customer. This personalisation means a more pleasant experience for fans, increased satisfaction and increased spend.
Is the use of Sport Business Analytics just for big clubs?
No. Dr Carl Singleton points to the rapid growth in demand for Business Analytics experts to join sports teams. The bigger clubs may have bigger budgets, but smaller clubs are also utilising data to drive their business forward.
Can Sport Business Analytics help sports clubs to be more sustainable?
Yes. Data is a powerful tool that helps sports organisations meet their environmental goals. One such usage could be by optimising team travel in order to target carbon footprints. Another might be to address waste in a large venue based on fan behaviour.
Do I need to have a background in computing or coding to be a Sports Business Analyst?
No. Our MSc Sport Business Analytics course is a conversion course. You will learn all the required skills including Python and R.
A growing market
UK sports analytics market will grow from £63 million in 2025 to over £600 million by 2035
Market Research Future, 2025