Bias is a systematic error that can affect the validity of a study. There are several types of bias, including selection bias, information bias, and confounding. Selection bias occurs when the participants selected for the study are not representative of the target population. Information bias occurs when there are inaccuracies in the measurement of variables. Confounding happens when an extraneous variable is associated with both the exposure and the outcome, distorting the true relationship.