Michelle "Shelley" Andrews OAM (born 19 November 1971 in Newcastle, New South Wales) is a former field hockey midfielder from Australia, who was a member of the Australian Women’s Hockey Team, best known as the Hockeyroos, that won the gold medal at the 1996 Summer Olympics in Atlanta, Georgia. She now uses her married name of Mitchell and is a coach at Teddington Hockey Club, Greater London.