I'd agree with MM. I have a couple that I bought before DD2 that were my 'regular' size and for my birthday this year (DD2 was 13 months) I noticed I was falling out of a couple. Went and got fitted and went down a back size - fit perfectly.
It may just be that the elastic is all stretched too? So it isn't doing it's job properly.