He is a long-standing critic of the European Union, believing that the European Union undermines the United Kingdom's national sovereignty, and he was one of the Maastricht Rebels during the premiership of John Major. In the 2016 EU Referendum, he supported Brexit and since 2017 has been one of the most vocal supporters of the Eurosceptic pressure group Leave Means Leave.