Hale was born April 1, 1905 in Elizabeth City, North Carolina. She moved to Philadelphia her father died when she was a toddler. Her mother could not pay for her and her siblings, her mother took in lodgers to pay for her family. Clara Hale's mother died when she was sixteen. 