Research on Race and Ethnicity Conducted Outside of North America

Lee and Kizilcec (2020) [pdf]

• Model predicting college course grade of median or above
• Out-of-the-box random forest model violates demographic parity and equality of opportunity for URM (underrepresented minority: American Indian, Black, Hawaiian or Pacific Islander, Hispanic, and Multicultural) than for non-URM students (White and Asian)