Enlarge (credit: Malte Mueller) People who enroll in genetic studies are genetically predisposed to do so. According to the Catalogue of Bias, ascertainment bias occurs when a sample being studied is not representative of the target population. This can produce misleading or even false conclusions, and it can be hard to detect since it cannot usually be identified by examining the sample alone.