 Donegan was born and grew up in Chicago, Illinois, and began studying piano in 1928.She took her first lessons from Alfred N. Simms, a West Indian pianist who also taught Cleo Brown.She graduated from Chicago's DuSable High School, where she studied with Walter Dyett, a teacher who also worked with Dinah Washington, Johnny Griffin, Gene Ammons, and Von Freeman.