What kind of people would devise this spectacle for the entertainment of their populace?

President snow and the capitol. It wad devised because the districts rebelled and they needed a way to make sure they wouldn't again. The Hunger Games are a way to diminish hope in the districts. Because as president snow said, "hope. It is the only thing stronger than fear."