It lists his first 6 Top 10 Country charters, including a collaboration with Jennette Hicks, and a rerecording of his very first recording from August 1956.

14 Top Country Song Favorites was compiled from multiple recording sessions throughout 1955–1957.

The album was produced by Jones' manager, and Starday Records co-founder, Pappy Daily, during a realignment of the top management jobs in Nashville, which would later result in the absorption of Starday to Mercury.

The song became one of Jones' greatest early hits, covered by multiple artists.

Although it didn't chart, the song would become a live favorite and Jones would rerecord it multiple times.

Another song that appeared as a B-side to another track listed in this album was "Gonna Come Get You," released with "Just One More" in late 1956.

He collaborated with three different artists in the 1950s: Sonny Burns in 1954, Jennette Hicks in 1956, and Virginia Spurlock in 1957.