can a landlord keep a deposit from someone who changed their mind before signing a lease?

My mother was going to move into these buildings and paid the scurity deposit, but then she changed her mind before the lease was drawn up. The deposit was not refunded, and she was told she would not get it back. The only document she ever signed was the application. Are they not supposed to refund that back to her?