Developing a population data science approach to assess increased risk of COVID-19 associated with attending large events.

Introduction: In summer 2021, as rates of COVID-19 decreased and social restrictions were relaxed, live entertainment and sporting events were resumed. In order to inform policy on the safe re-introduction of spectator events, a number of test events were organised in Wales, ranging in setting, size and audience.

Objectives: To design and test a method to assess whether test events were associated with an increase in risk of confirmed COVID-19, in order to inform policy.