 At the 1918 general election, he unsuccessfully contested the Liberal seat of Buckingham, splitting the anti-Tory vote and allowing the Conservatives to win.He was defeated again at the 1922 general election in the Mile End constituency in the East End.Scurr won the Mile End seat at the 1923 general election, unseating the Conservative MP Sir Walter Preston.