I think typically you need to apply somewhere where there is a professor (mentoring grad students) who specializes in, or does research in, the field your proposed thesis is in. You said you applied to a couple dozen programs, that seems very high to me. Was this spaced out over time, or did you do a bulk dump after graduation? The application fees alone are unpleasant to think about. How were your GREs?
