Sampling theory in medical science is a study of gathering information about a population by investigating only a part of it. To do that, you need to collect samples from a group of individuals who all share a common trait. A statistic is then estimated and applied to the whole population. Sampling is often conducted as part of nursing research because it allows making conclusions without testing it with all people.