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.
Following a previous unsuccessful attempt to defeat Hemsworth in 1979, Whitfield won the seat of Dewsbury in the Conservative landslide victory at the 1983 general election.