After unsuccessfully contesting Hitchin against Labour's Shirley Williams in 1970, Luce was first elected to the House of Commons as Member of Parliament (MP) for Arundel and Shoreham in a by-election in 1971.
Luce was appointed the Parliamentary Private Secretary to the Minister of Trade and Consumer Affairs in 1972.