Even in winter, I mostly only wear a single t-shirt, and put on a hoodie to go outside, unless it's insanely cold in which case I'll consider adding an extra outer layer, but usually a scarf and gloves work better.

Saying that, if I go out for a run during winter I might wear an extra t-shirt just so I don't have to run in a scarf and gloves :P