Fairness in Sports Workshop
12 June 2026
Budapest, Hungary
12 June 2026
Budapest, Hungary
The Fairness in Sports workshop aims to bring together academic researchers and practitioners with an interest in sports, and fairness issues in particular. Following its inaugural session in Ghent (2018), the subsequent edition in London (2018), and the third edition in Ghent (2024), the workshop is hosted now by the Hungarian capital, Budapest!
Fairness in sport does not only mean assigning the top prizes to the best competitors. It is also about the way the tournament itself is organised. How to design rules that do not favour certain competitors? How to design a schedule of play that offers similar chances to each participant? How to reconcile various, often conflicting design criteria?
The workshop focuses on scientific methods to improve fairness in sports, both from a theoretical and a practical point of view. Topics will include tournament scheduling and rule design. Methods will mainly include game theory, operational research, and statistics.
The workshop will be a 1-day event and will take place on 12th June 2026 (Friday). It is hosted by Corvinus University of Budapest.
Registration will open in 2026.
Dries Goossens is an Associate Professor at Ghent University and a member of the Department of Business Informatics and Operations Management at the Faculty of Economics and Business Administration. He is the author of more than 60 journal articles, with research interests primarily focused on sports timetabling and fairness aspects of scheduling problems. He serves as the coordinator of the EURO Working Group on OR in Sports and as chair of the MathSport Committee. In addition, Dries is an Associate Editor for the Journal of Quantitative Analysis in Sports, the Journal of Sports Analytics, the INFORMS Journal on Applied Analytics, and INFORMS Transactions on Education. Since 2006, he has been responsible for computing the official schedule of the Belgian Pro League soccer competition, in collaboration with Prof. Frits Spieksma and Dr. David Van Bulck, proving that even football chaos can be optimized.
Homepage: https://research.ugent.be/web/person/dries-goossens-0/en
Title: How to measure the uncertainty of a tournament draw: The case of the UEFA Champions League
Abstract
The group draw of major sports tournaments can imply a high level of uncertainty, and some lucky teams enjoy an unfair advantage over the other teams. We propose a novel technique to quantify this draw uncertainty. This simulation-based approach requires generating a high number of random draws to compute the variance of qualifying probabilities for each team. The method is applied to compare draw uncertainty in the former group stage and the current incomplete round-robin league phase of the UEFA Champions League. We also break down the impact of the 2024/25 reform into various components. The new format is found to decrease draw uncertainty; the reduction can mainly be attributed to the inaccurate seeding system used by UEFA. Our results reveal that the primary benefit of an incomplete round-robin tournament compared to the standard group stage lies in the robustness of its draw uncertainty to the seeding of the teams, which is a crucial aspect of fairness.
Julien Guyon is a Professor of Applied Mathematics at École nationale des ponts et chaussées, Institut Polytechnique de Paris, one of the oldest and one of the most prestigious French Grandes Écoles, where he holds the BNP Paribas Chair Futures of Quantitative Finance, and a Visiting Associate Professor in the Department of Finance and Risk Engineering at the NYU Tandon School of Engineering. A big soccer fan, Julien has published articles on fairness in sports both in academic journals and in top-tier newspapers including The New York Times, The Times, Le Monde, and El País. Some of his suggestions for draws and tournament design have been adopted by FIFA and UEFA, including a new, fairer draw method for the FIFA World Cup (since 2018); a fairer format for the 2026 FIFA World Cup (adopted in March 2023); a new knockout bracket for the UEFA Euro (since 2020); the draw method for the league phase of the UEFA Champions League, and an optimized schedule of the UEFA Champions League. His paper "Risk of collusion: Will groups of 3 ruin the FIFA World Cup?" won the 2nd prize at the 2021 MIT Sloan Sports Analytics Conference, the biggest sports analytics event in the world.
Homepage: https://cermics.enpc.fr/~guyon//
Ruud Koning is a sports economist from The Netherlands. He has published in different journals, and edited a number of reference books on sport economics. His main interest is the intersection of sport economics, econometrics and statistics.
Homepage: https://www.rug.nl/staff/r.h.koning/
Title: Where to start?
Abstract
Long track speed skating is an established feature of Winter Olympic Games. Skaters skate in separate lanes, and change lane very time the pass the crossing straight. Even though skaters race in pairs, the final ranking is based on the time skated of all participants. Hence, an individual skater competes with the whole field of participants. Even though they perform under the same circumstances, they start in different lanes. Especially on the 1000m this may matter, as one skater has three inner turns and two outer turns, and the other skater has two inner turns and three outer turns. This asymmetry may cause a competitive advantage. In this contribution I zoom in on this difference, taking the rules that determine assignment to the starting lane into account.
Michael A. Lapré is an Associate Professor of Operations Management and Parker Family Faculty Fellow at the Owen Graduate School of Management at Vanderbilt University. His research interests focus on organizational learning, learning curves, sports analytics, and competitive balance in sports. His industry studies include steel-cord manufacturing, airlines, Formula One racing, the FIFA World Cup, the UEFA Euro, and the National Football League. He currently serves as a senior editor for Production and Operations Management and an associate editor for Journal of Quantitative Analysis in Sports. His research has appeared in Management Science, Production and Operations Management, Harvard Business Review, California Management Review, Journal of Quantitative Analysis in Sports, and Journal of Sports Economics, among others.
Homepage: https://business.vanderbilt.edu/bio/michael-lapre/
F. Javier López is a Professor of Statistics and Operations Research at University of Zaragoza, Spain. His research interests include stochastic processes, extreme value theory, inventory systems and the application of operations research to the design and analysis of tournaments. He has published around 50 articles on these topics in journals such as Annals of Applied Probability, Stochastic Processes and their Applications, European Journal of Operational Research, and Annals of Operations Research.
Homepage: https://sideral.unizar.es/sideral/CV/francisco-javier-lopez-lorente
Mehmet Mars Seven is a lecturer in economics at King’s College London and has a diverse academic background. He holds a PhD in Economics from Maastricht University; during this time, he had the opportunity to work with game theorist and political scientist Steven Brams at New York University. Beyond academia, Mehmet is a chess enthusiast and leads the Game Theory Corner at Norway Chess. He is also a former professional backgammon player. His passion for games goes much further than just playing; he is intrigued by the multifaceted world of games and sports, exploring everything from theoretical foundations to practical applications.
Homepage: https://www.kcl.ac.uk/people/mehmet-ismail
Title: Measuring performance and designing fair tournaments: Applications to chess
Abstract
A long-standing limitation of Elo-based performance ratings is the inability to assign meaningful ratings in tournaments where players achieve perfect scores. I will introduce the Complete Performance Rating, an alternative to the standard Tournament Performance Rating that is well-defined for every possible outcome. Building on this, I will define the Performance Rating Equilibrium (PRE), a new rating concept in which players’ ratings exactly predict their tournament results: if taken as initial ratings, no player’s rating would change after the event. Formally, PREs are fixed points of a multidimensional rating function; we establish their existence under mild conditions.
Foto: Julia Basmann
Tim Pawlowski is a professor of sport economics at the University of Tübingen. He is co-founder of the Data Science and Sports Lab and currently serves as elected Vice Dean for Research of the Faculty of Economics and Social Sciences. His work was supported by research grants from the German Research Foundation (DFG), the Swiss National Science Foundation (SNSF), UEFA, and FIFA. He was principal investigator in research projects conducted on behalf of the Federal Ministry of Finance, the Federal Institute for Sports Science, and Major League Soccer, and served as a guest speaker invited by institutions, such as the Council of the European Union, the Sports Committee of the German National Parliament, or UNICEF, as well as different clubs, leagues, and associations.
Homepage: https://www.tim-pawlowski.de/
Juan De Dios Tena Horrillo is senior lecturer in Sports Business and Management at the University of Liverpool Management School. His research focuses on the econometric analysis of sports behaviour, including competitive balance, managerial decisions, and the effects of rule changes in football. He has held academic positions in Spain, Italy, Chile, and Israel, and his works have been published in leading journals in sports economics and applied econometrics.
Homepage: https://www.liverpool.ac.uk/people/juan-de-dios-tena-horrillo
Jan C. van Ours is emeritus professor of Economics at Erasmus School of Economics, Erasmus University Rotterdam, the Netherlands and adjunct professor at the Center for Health Economics, Monash Business School, Melbourne, Australia. Currently, his research is focused on labour economics, health economics and sports economics.
Homepage: https://sites.google.com/site/homepagejanvanours/
Title: Performing under Pressure: Revisiting Penalty Shootouts
Abstract
A penalty shootout is a sequence of penalty kicks, i.e. 11 meters (12 yards) shots on goal with only the goalkeeper of the opposing team to prevent scoring. Penalty shootouts in professional football are interesting to study for various reasons. There is the question of whether or not ability matters. It could be that scoring a penalty is just a matter of luck. Furthermore, a first-mover advantage may or may not be important. Then, there is the question whether psychological pressure affects the outcome of an individual penalty attempt. Finally, there is the issue of whether the sequence in which a penalty shootout is organized matters. The current talk addresses all these issues in an analysis of penalty shootouts in Dutch professional football cup matches. We use data from about six decades finding that ability is not very important, there is evidence of a first-mover advantage, whereas under pressure penalty attempts are more likely to fail.
Sten Wessel is a PhD candidate at Eindhoven University of Technology, the Netherlands. His supervisor is Prof. Frits Spieksma, the current President of EURO (The Association of European Operational Research Societies). In his research, he specializes in fairness in combinational optimization, with a particular interest in fairness in sports scheduling and competition design. Also active within sports, he is an international official scorer for baseball and softball. Furthermore, he is a member of the playing rules committee and protest committee of the Royal Dutch Baseball and Softball Federation.
Homepage: https://stenwessel.nl
Corvinus University of Budapest, Budapest, Hungary
László Csató (Chair), Corvinus University of Budapest
Dóra Gréta Petróczy, Corvinus University of Budapest
Zsombor Szádoczki, Corvinus University of Budapest