Harper has sat on the Commons Administration Committee and briefly on the Work and Pensions Committee. On matters of foreign policy, he has consistently voted in support of British military intervention overseas. Harper was described in 2015 as a Eurosceptic. Even so, he campaigned to remain in the European Union during the 2016 referendum on ending the UK's membership.