This film was such a success that there were contemporary news items in the Los Angeles Times and the New York Times that RKO was planning a sequel, with Shirley, Read and Ellison, to be directed by John Farrow titled "Final Exams". However, this film was never made.
Alice quotes the last three lines from the poem "One Word is Too Often Profaned", by Percy Bysshe Shelley, written in 1822 and first published in 1824.
When asked which college man she found most attractive, one of the co-eds in the boarding house that wears glasses answers she prefers the "Anthony Eden type". Audiences at the time would have known she meant Anthony Eden - British Foreign Secretary and future Prime Minister.
The Mu Delta fraternity that Bill supposedly belongs to is, in reality, an honor society designed to support and encourage the study of medicine.