Energy income does not necessarily improve farm viability, according to a study using USDA farm survey data. The researchers found that farms with energy income do not have better access to credit or make more capital investments compared to farms without energy income. This suggests that the benefits of energy income for farm household consumption may not extend to the overall farm economy or agricultural production.