Observer bias occurs when the expectations or knowledge of researchers influence the outcome of a study. This type of bias can arise from conscious or unconscious prejudices that affect the way data is collected, interpreted, or reported. In the context of cancer research, observer bias can significantly impact the results, leading to incorrect conclusions and potentially harmful recommendations.