Measurement bias, also known as information bias, occurs when there are systematic errors in the way data is collected or measured. This type of bias can lead to incorrect conclusions about the association between exposures and outcomes in epidemiological studies. Measurement bias can affect both the exposure and the outcome, distorting the true relationship between them.