The spread of infectious diseases can significantly impact sports events. For instance, during the COVID-19 pandemic, numerous sporting events were either postponed or canceled to prevent the spread of the virus. Large gatherings, such as those at sports events, can act as super-spreader events, facilitating the transmission of infectious diseases. Epidemiological models are often used to assess the risks and guide decision-making in such scenarios.