Chapman made her maiden speech in Parliament on 7 June 2010, during which she asked for social network services to be regulated to stop paedophiles. She also backed the Building Schools for the Future programme. During her time as an MP, she served as a vice-chair of Progress and campaigned to remain in the European Union in the 2016 EU membership referendum.