Having unsuccessfully contested Hemsworth in 1979, Whitfield was elected as the Member of Parliament (MP) for the normally Labour seat of Dewsbury in the Conservative landslide at the 1983 general election.
Whitfield was elected as MP for Dewsbury after failing to unseat Hemsworth in 1979 and during a Conservative win in 1983.