Facing opposition from students and faculty, former U.S. Secretary of State Condoleezza Rice backed out of giving Rutgers University’s May 18 commencement speech, for which she would have been paid $35,000 and received an honorary doctoral degree.

Rice’s decision came just a few days after 50 Rutgers students staged a sit-in...