You have to keep in mind that the cutting needs air as well as water; they have to breathe.
I, personally, haven't tried this method (I clone in 100% perlite--works wonders), but I would suggest that you air-bathe them for a few minutes a couple times a day. Otherwise, your chances of stem rot...