Bias is an error that distorts the objectivity of a study and affects the results. It can arise when researchers do not follow rigorous standards in study design, subject selection, treatment administration, data analysis, or reporting and interpretation. Bias can also result from circumstances beyond a researcher’s control, such as uneven distribution of participant characteristics between groups due to randomization or data collection.