The book caused considerable controversy, which led to complaints and a formal investigation by Northwestern University, where Bailey was chair of the psychology department until shortly before the investigation concluded. Northwestern ultimately found no basis for the complaints, and a university spokesperson said that his departure from the department chairmanship had nothing to do with the investigation. According to Bailey, some of his critics were motivated by a desire to suppress discussion of the book's ideas about the autogynephilia theory of transgender women.