3.2 Empirical results and analysis of innovation efficiency 1 original high-tech industry as a whole analysis: Based on the technology innovation chain perspective based on high-tech industry investment in scientific and technological activities original output data, using a two-stage DEA measure innovation efficiency values (see Table 1).