In my case (Tokyo Uni, MEXT scholarship through university recommendation, starting next month), they required a letter of recommendation from the dean of my former university (which was a pain to get). Part of the deal is that if I ever drop out, that same dean needs to write another letter to the University of Tokyo, explaining why I'm dropping out. If I were not able to get that letter, I'm not sure what would happen.