After the release and tour for the album Radio-Activity, Kraftwerk continued to move further away from their earlier krautrock style of improvised instrumental music, refining their work more into the format of melodic electronic songs. During the tour for Radio-Activity, the band began to make performance rules such as not to be drunk on stage or at parties. Karl Bartos wrote about these rules, stating that "it's not easy to turn knobs on a synthesizer if you are drunk or full of drugs. ... We always tried to keep very aware of what we were doing while acting in public." During this tour, early melodies that would later evolve into the song "Showroom Dummies" were being performed.
