Sampling bias is said to occur when a chosen population is a poor match for a research question, leading to a poorly chosen sample. a sample is not representative of the population from which it is drawn. a researcher cites background literature that is overly supportive of their theory. a participant underreports or omits information that reflects poorly on them.