Margaret was born in 1912 in Kansas. Margaret's father was John Owens. Her paternal grandfather was Luke Owens and her paternal grandmother is Deborah. She had three brothers and two sisters, named Luke, Joshua D., Philus, Rachel A and Mary. She is the youngest of the six children.