Barnett is originally from Pueblo, Colorado.[2] She did her undergraduate studies at Colorado State University, entering as an engineering student but switching to a double major in mathematics and humanities.[3] She graduated in 1981,[4] served in the Peace Corps teaching mathematics in Bambari in the Central African Republic from 1982 to 1984,[5] and in doing so discovered her love for teaching mathematics.[3]