Check out this comparison of our own backyard chicken eggs and store-bought, large scale production, though somewhat local, eggs. Note that our eggs have larger, darker yolks as well as overall superior size. It's proof positive to me that controlling your own food source has tangible advantages above and beyond the peace of mind and satisfaction of growing one's own food.
