Non-equivalent groups refer to groups in research or experiments that are not comparable due to differences in key characteristics, which can lead to biased results if not properly controlled. This concept is critical in experimental design, especially in quasi-experimental studies, where random assignment is not possible, necessitating alternative methods to ensure valid comparisons.