Boldrin was born and raised in Padova, Italy, and later moved to Venice. He did his undergraduate studies at the University of Venice. He then received his M.S. (1985) and Ph.D. (1987) in economics from the University of Rochester in New York, under the supervision of Lionel McKenzie.