The first part of this paper is dedicated to the innovation in the Italian Food Industry (IFI), productivity growth, structural changes, investments and specific pattems of IFI, compared with other Industries in the EU. The second part discuss the methodology to measure the technical progress with factor productivity: (total and partial ). Specific attention is devoted to the meaning of the capital data used. They give the consistency and value of physic or engineering capital: plant, building, machinery. Physica! capitals can be a good measure of capitai productivity only if the technologies they underline will optimally control the evolution ,of biological processes significantly affecting the quantity and quality of the processed food....