Is Rock Paper Scissors Minus One a popular game in Korea?

Is it commonly played there? As an American I’d never heard of it before and am wondering if it’s something that the show invented or just utilized.

Basically what I want to know is did they come up with the game specifically so the scene could be the way it is.