This brief research report shows how different applications of the Multigroup Ethnic Identity Measure (MEIM) can have implications for the interpretation of the role of ethnic identity in research. Throughout the MEIM’s widespread use, notable inconsistencies lie in how the measure has been applied. This report uses empirical data to demonstrate differences in statistical inference due to these differences in usage.