So why are there still people who haven’t been infected? An epidemic doesn’t affect a population uniformly — some people, such as supermarket cashiers or doctors, come into contact with many people every day, while others may be in contact with only one or two people. This simplified model uses a pre-calculated “final size” to determine how many people would become ill.