This paper examines the possible explanations for the changes in output, capital, and labor input of a sample of manufacturing plants over a number of years. Apart from the scale of operation, these changes could be attributed to three causes: technology diffusion, substitution, and improvements in X-efficiency. The empirical findings indicate that a diffusion model modified to incorporate X-efficiency improvements provides the best explanation. This suggests the need for a new approach to the specification of production functions.