Chipp entered federal politics in 1960 as the Liberal member for Higinbotham in Melbourne's southern bayside suburbs.
Following the Liberal Party's defeat at the 1972 election by the Labor Party's Gough Whitlam, Chipp served as Shadow Minister for Social Security.