In the 20th century the Lady Spencer Churchill teacher training college was built on the north side of Wheatley. In 1976 the college merged with Oxford Polytechnic, which has since become Oxford Brookes University. This Wheatley campus is due to close in 2021 and to be replaced by housing.
