ANCOVA is a statistical method used in research studies, but it relies on an assumption of no interaction between factors. If this assumption is not checked, it can lead to incorrect conclusions about group differences. By comparing ANCOVA with moderated regression, it was found that ANCOVA may misestimate treatment effects if there is significant interaction between factors. It is important to check for interaction and choose the appropriate statistical model to avoid errors in data analysis.