In an article forthcoming at Management Science, we examined the extent to which data anonymization could mask the gross statistical disparities between sub-populations in the data.

The article, “Implications of Data Anonymization on the Statistical Evidence of Disparity”, was co-authored by Heng Xu and Nan Zhang.

Here is the link to the article.