This is the kind of thing that we just can't understand. The scope of our own universe is beyond what is imaginable. I think the extent to which we can know and study the existence of multiple universes is knowing that we can't know. In an article posted on Physorg, some MIT physicists explore the aforementioned possibility.
If you're brave enough, catch the article here.