I would think part of the deal would be that since Old Joe is a song you can make up endless numbers of verses for, on the spot, calling it that kind of party would give the impression one could keep the dancing and so forth going on for hours and hours. A dinner party, for instance, is not at all the same thing as an Old Joe Clark party. So, perhaps it was a marketing approach as well.

~Susan