As a guy i just wear athletic leggings under my shorts, all throughtout this winter i walked a mile home everyday and they indeed helped more then just having pants.

In my experience it doesn’t work so well. I prefer pairing thigh highs with sweatpants when it’s cold. It works much better since sweatpants cover more area and the dual layer effect works better.