Results

Sex bias

Disparate Impact Analysis


Female	2,092	1,012	48.4%	0.97
Male	2,088	1,037	49.7%	1.00

Counterfactual Analysis


Female	960	100.00%
Male	960	99.92%

Race/Ethnicity bias

Disparate Impact Analysis


Asian	960	457	47.6%	0.92
Black or African American	1,012	459	45.4%	0.88
Hispanic or Latino	1,040	530	51.0%	0.99
White	1,168	603	51.6%	1.00

Counterfactual Analysis


Asian	480	99.97%
Black or African American	480	99.99%
Hispanic or Latino	480	100.00%
White	480	99.32%

Intersectional bias (Sex X Race/Ethnicity)

Disparate Impact Analysis


Asian	Female	424	209	49.3%	0.93
Asian	Male	536	248	46.3%	0.88
Black or African American	Female	608	273	44.9%	0.85
Black or African American	Male	404	186	46.0%	0.87
Hispanic or Latino	Female	492	241	49.0%	0.93
Hispanic or Latino	Male	548	289	52.7%	1.00
White	Female	568	289	50.9%	0.96
White	Male	600	314	52.3%	0.99

Counterfactual Analysis


Asian	Female	240	99.79%
Asian	Male	240	99.82%
Black or African American	Female	240	99.88%
Black or African American	Male	240	99.76%
Hispanic or Latino	Female	240	100.00%
Hispanic or Latino	Male	240	99.66%
White	Female	240	99.10%
White	Male	240	99.20%