The Second Time Around was originally released by Argo Records as a 12-inch LP, containing five tracks on each side of the LP (with ten tracks overall). Like her previous album, At Last!, producers, Phil and Leonard Chess added orchestral strings to the background music of James's voice, which garnered her with Pop crossover appeal. The album spawned three singles: "Don't Cry Baby" (#6), "The Fool That I Am" (#14) and "Seven Day Fool" (#95), which all became major hits on the Hot Rhythm Blues Records and Billboard Pop Chart in 1961. The album includes covers of Pop and Jazz standards such as, "Dream." The album was re-issued as a compact disc on MCA/Chess in 1999, however unlike her previous album which was also re-issued, The Second Time Around did not include any additional bonus tracks.
Allmusic reviewer, Richie Unterberger gave the album a positive review, giving it four out of five stars.