A central tenet of Progressive era responses to prostitution was the alleged over-representation of white, US-born daughters of foreign parentage in the prostitution population. We detail a statistical error in an influential 1913 study from the New York State Reformatory for Women at Bedford as an important source of this tenet. Using archival data to more accurately reconstruct the Reformatory population, we find that Black women constituted the only over-represented group, but were all but ignored by reformers. We foreground how ideas about race and immigration informed the social response to prostitution in this period, highlighting the importance of critically analyzing historical sources.

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