Details of Elsie's birth are not known.

Elsie married Francis (Frank) Greenhough in 1940 in Nuneaton, Warwickshire.

She had the following children from her marriage to Francis (Frank) Greenhough:

- Judith E. Greenhough

born in 1947 in Nuneaton, Warwickshire.