Mitigating Included- and Omitted-Variable Bias in Estimates of Disparate Impact

Jongbin Jung, Sam Corbett-Davies, Johann D. Gaebler +2

Managers, employers, policymakers, and others often seek to understand whether decisions are biased against certain groups. One popular analytic strategy is to estimate disparities…