 The UB40 single was a double A-side with "My Way of Thinking", which was the first-named track and received most of the radio airplay.However, the German single (which appeared later) had "I Think It's Going to Rain Today" as the A-side.The song was covered numerous times by a variety of artists, especially during the late 1960s and early 1970s.