Her mother, Caroline Louise (née Morell), was of part Swedish descent, and her father, John Morgan Parker, was a judge who served in the U.S. Army. Parker majored in drama at the North Carolina School of the Arts. After a few minor roles, she made her Broadway debut in a 1990 production of Craig Lucas’ Prelude to a Kiss, playing the lead role of Rita.