Dalton stood unsuccessfully for Parliament four times: at the 1922 Cambridge by-election, in Maidstone at the 1922 general election, in Cardiff East at the 1923 general election, and the 1924 Holland with Boston by-election, before entering Parliament for Peckham at the 1924 general election.