Observer bias, also known as ascertainment bias or detection bias, occurs when the researcher's expectations or knowledge about the study influence the data collection, analysis, or interpretation of the results. This type of bias can significantly impact the validity and reliability of epidemiological studies, leading to systematic errors and skewed outcomes.