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While social interaction is claimed to help reduce racial bias, the evidence is mixed. We argue that not only interaction, but familiarity among agents may help reduce race bias. We use new data from MasterChef, a nationally syndicated television competition that cover 10 years. We find that familiarity does not help reduce race bias. When judges are all Caucasian they appear to favor Caucasian contestants and set back minority contestants in the final placements. Interestingly, we find an analogous finding with minority judges. Female judges are the only ones who show no bias.

Familiarity and Race Bias: Evidence from a Television Competition (and the Case for More Women Judges?)