Details of Joyce's birth are not known.

Joyce married Graham Whistance in 1963 in Wednesbury, Staffordshire.

She had the following children from her marriage to Graham Whistance:

- Tanja Jane Whistance	born in 1970 at Basingstoke, Hampshire.
- Alison Clare Whistance	born in 1972 at Gateshead.