Barlow served as president of the Kern County Board of Trade and was active in several civic organizations, including Modern Woodmen, Elks, and Odd Fellows. He joined the Democratic Party after the end of the Populist movement, and served as a delegate to the 1912 and 1920 Democratic National Conventions.