I dunno if this has been suggested, but when you use the Duty Roulette, make it so people cannot join an "in progress" party. I was in Copperbell mines today. At the final boss someone had to leave. So the rep joins, we win and she got the roulette bonus for 5 minutes of work.

tl;dr - When you use the DR, you MUST join a party at the beginning.