Examines whether female students have higher first-year retention rates when a greater percentage of their classes are taught by female faculty at a New York State university. Results found a positive relationship between retention of female students and percentage of female-taught science and mathematics classes. Faculty gender has a greater effect on female students in classes with fewer female students. (29 references) (MLH)