Student evaluations are biased because:

• Students' ratings are influenced by instructors' gender, race, and accent, leading to systematically lower scores for women and faculty of color.
• Course characteristics like difficulty, required status, or time slot also skew ratings, regardless of teaching quality.
• Students’ expected or received grades can affect their evaluations, penalizing instructors for giving lower marks