Born in Orlando, Florida, Moncure was an enthusiastic teacher for more than 25 years, and a pioneer in the field of early childhood education. She earned her master's degree from Columbia University, and soon after helped to found the Virginia Association for Early Childhood Education, which helped to establish the first statewide standards for teachers of young children.