4.2 Article

A mathematical analysis of fairness in shootouts

Journal

IMA JOURNAL OF MANAGEMENT MATHEMATICS
Volume 32, Issue 4, Pages 411-424

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/imaman/dpaa023

Keywords

sports; fairness; shootout; prouhet-thue-morse sequence

Funding

  1. NWO Gravitation Project NETWORKS [024.002.003]

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The order of shooting in a shootout affects scoring probability, leading to fairness concerns. It has been found that in certain situations, a fair shooting sequence does not exist. Additionally, an algorithm has been developed to generate a fair sequence.
A shootout is a popular mechanism to identify a winner of a match between two teams. It consists of rounds in which each team gets, sequentially, an opportunity to score a point. It has been shown empirically that shooting first or shooting second in a round has an impact on the scoring probability. This raises a fairness question: is it possible to specify a sequence such that identical teams have equal chance of winning? We show that, for a sudden death, no repetitive sequence can be fair. In addition, we show that the so-called Prohuet-Thue-Morse sequence is not fair. There is, however, an algorithm that outputs a fair sequence whenever one exists. We also analyze the popular best-of-k shootouts and show that no fair sequence exists in this situation. In addition, we find explicit expressions for the degree of unfairness in a best-of-k shootout; this allows sports administrators to asses the effect of the length of the shootout on the degree of unfairness.

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