William Arnson Willoughby (February 2, 1844 – April 28, 1908) was an Ontario physician and political figure. He represented Northumberland East in the Legislative Assembly of Ontario as a Conservative member from 1886 to 1887, from 1888 to 1898 and from 1902 to 1908.