I've never thought it's true. When my mum did Weight Watchers it was the first week where she lost soooo much, and then it gradually got smaller and smaller amounts per week until it was only like 1lb less every two weeks or so.
I put on weight like a week before I diet because I think "hey I'm going to diet next week so now I will eat ten pies"