Dutch singer Esthera Sarita performed the female vocals in the song.
At a gig organised by Danish radio station The Voice, Noel explained the coincidence of how "Loca People" came about.
Robert Copsey and Lewis Corner of Digital Spy were critical of the song, giving it one star of a possible five.
[sic][4] In contrast, Samantha McCallum of Maxumi Magazine provided a positive review of the track, stating it "will continue to carry the party on".
"[5] The music video was filmed by Roger Martin Solé and was directed by Sak Noel.