Barcelo completed her Ph.D. from the University of California, San Diego in 1988. Her dissertation, On the Action of the Symmetric Group on the Free Lie Algebra and on the Homology and Cohomology of the Partition Lattice, was supervised by Adriano Garsia.[4]