Duffield voted for the UK remaining within the EU in the 2016 UK EU membership referendum. In the indicative votes on 27 March 2019, she voted for a customs union with the EU and a referendum on a Brexit withdrawal agreement, but abstained on the "Common Market 2.0" proposal.