I start out with my long johns, stocking hat, and clean socks on. Then, if I get cold during the night, I'll add a layer (pants, sweater, etc). My thoughts are that the less I have on initially, the quicker my top quilt and UQ will begin retaining heat. I don't have any scientific evidence for it, but that's my theory.