Results

Sex bias

Disparate Impact Analysis

Female
2,8281,42450.4%1.00
Male
2,6321,30649.6%0.99

Counterfactual Analysis

Female
5,46099.98%
Male
5,460100.00%

Race/Ethnicity bias

Disparate Impact Analysis

Asian
1,31265349.8%0.97
Black or African American
1,28466251.6%1.00
Hispanic or Latino
1,32466750.4%0.98
White
1,54074848.6%0.94

Counterfactual Analysis

Asian
2,73099.93%
Black or African American
2,73099.95%
Hispanic or Latino
2,730100.00%
White
2,73099.96%

Intersectional bias (Sex X Race/Ethnicity)

Disparate Impact Analysis

Asian
Female
61630950.2%0.92
Asian
Male
69634449.4%0.91
Black or African American
Female
75238551.2%0.94
Black or African American
Male
53227752.1%0.96
Hispanic or Latino
Female
68037054.4%1.00
Hispanic or Latino
Male
64429746.1%0.85
White
Female
78036046.2%0.85
White
Male
76038851.1%0.94

Counterfactual Analysis

Asian
Female
1,36599.88%
Asian
Male
1,36599.94%
Black or African American
Female
1,36599.91%
Black or African American
Male
1,36599.98%
Hispanic or Latino
Female
1,365100.00%
Hispanic or Latino
Male
1,36599.97%
White
Female
1,36599.94%
White
Male
1,36599.94%