Woodson later joined the faculty at Howard University as a professor, and served there as Dean of the College of Arts and Sciences. His dissertation advisor was Albert Bushnell Hart, who had also been the advisor for Du Bois, with Edward Channing and Charles Haskins also on the committee.
