On his second attempt, Stevens was elected Member of Parliament for the marginal seat of Nuneaton in 1983, after the Labour incumbent Les Huckfield stood down to seek another seat.
On his second bid, Stevens was elected MP for the slim constituency of Nuneaton in 1983, after Labour's incumbent Les Huckfield decided to give up one seat to run for another.