Informing a candidate that we will be conducting reference calls functions like a 'truth serum.' We generally inform candidates at the beginning of the interview process that we will be conducting reference calls, and we will reach out to the references to schedule calls after the candidates has completed an in-person interview.
From The 10 Best Questions To Ask When Checking References, here are some good questions to ask: