Hancock played for the Australia women's national basketball team at the 1957 FIBA World Championship for Women, hosted by Brazil. Hancock commenced playing basketball as a junior in 1949 and represented New South Wales (NSW) at the Australian Championships in 1955, 1956, 1960 and 1962. She was a key member of the Newcastle team that won eight straight NSW Country and NSW State championships.