He became a Metro-Goldwyn-Mayer (MGM) contract player beginning with 1942's Panama Hattie, reprising a role he played on Broadway. Ragland appeared in around two dozen MGM light comedies and musicals. He gained popularity as Red Skelton's cohort in the "Whistling" movies (Whistling in the Dark, Whistling in Dixie, and Whistling in Brooklyn).