Haven't human societies been participating in competitive sports, both actively and by spectating, consistently since pre history? I could imagine a correlation to amount of conflict around the globe, but I don't see how Empire factors into it.
Not at mass scales, no. That requires stadiums and hot dog stands and other big decadent city infrastructure. Not talking about village cricket game sponsored by local pizza joint.