What is bias in statistical sampling? ST41 If the sample consistently underestimates or overestimates the value you want to measure. using a chance process to determine which members of a population are included in the sample Choosing individuals from the population who are easy to reach a subset of individuals in the population from which we actually collect data people who choose themselves by responding to a general invitation.