from The Century Dictionary and Cyclopedia
- Bread made of oatmeal. See haver.
Sorry, no etymologies found.
By the way, oats were not only the staple food in Scotland but also in Cumbria--where oatbread is or was called haverbread, from the norse word for oats--and the North of England.