Dunstan was nominated as the Labor candidate for the electoral district of Norwood at the 1953 election.
Dunstan was to become the most vocal opponent of the LCL Government of Sir Thomas Playford, strongly criticising its practice of electoral malapportionment, known as the Playmander, a pun on the term gerrymander.