Measure Upstream Discrimination

Heather Krause
8 min readDec 10, 2021

When we try to measure gaps in outcomes between groups, we often turn to an approach called a Blinder-Oaxaca Decomposition. I’m all for identifying discriminatory gaps, but we need to be careful that we don’t discount certain kinds of discrimination from our data calculations just because it isn’t our discrimination.

Ok, so what is the Blinder-Oaxaca Decomposition? There are many, many free resources…

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Heather Krause

Data scientist & statistician (one of only 150 accredited PStats worldwide). Providing data science services grounded in an equity lens. https://weallcount.com