Sara:
You may have very dry skin, or there might be a touch of eczema as well. I suggest Aquaphor ointment (OTC) as a good hand moisturizer for the winter. If that doesn't help enough, you may want to consult a dermatologist for diagnosis and perhaps a prescription for a cortisone-based cream.
Best.
Dr. Rockoff