 Upon returning to Canton, Bailey was elected as an Adams-Clay Republican; his subsequent re-elections allowed him to serve the Nineteenth and Twentieth Congresses.During his tenure Bailey chaired the Committee on Expenditures in the Department of State.Bailey ran as an Anti-Jacksonian in the Twenty-first Congress but was not a candidate for renomination in 1830.