Wheeler was one of 79 Conservative MPs who supported a 2011 rebel motion calling for a referendum on the European Union. She also joined a 2013 rebel amendment expressing regret at not including the referendum in the government's plans. She subsequently backed the government's plans to hold a referendum in 2017 and opposed a proposal to hold it in 2014. Wheeler backed Leave in the referendum.