The New York Newspaper Women's Club, where McCormick served multiple terms as vice president, created the Anne O'Hare McCormick Journalism Scholarship in her memory. The scholarship is for female students at the Columbia University Graduate School of Journalism, with the first $500 memorial scholarship being awarded to Mary Kay Johnson of Wakefield, Rhode Island, in 1955.
