Scaling Down Inequality: Rating Scales, Gender Bias, and the Architecture of Evaluation


Quantitative performance ratings are ubiquitous in modern organizations—from businesses to universities—yet there is substantial evidence of bias against women in such ratings. This study examines how gender inequalities in evaluations depend on the design of the tools used to judge merit.

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