Originally from Norwich, New York, Campbell moved to Washington, D.C. after completing high school and began working for a succession of politicians, including for United States Secretary of Housing and Urban Development Robert C. Weaver as a clerk-stenographer from 1965 until 1967.
During her time working for Senator Culver, Campbell pursued her undergraduate degree, earning a bachelor's degree from Drake University in 1982.