基于超效率SBM-V-DEA的科技创新效能量化评价应用研究OACHSSCD

In order to objectively quantify the innovation efficiency of technological innovation entities,an annual operation evaluation index model and a quantitative evaluation indicator system that covers inputs and outputs are constructed.Based on the VRS model and the Super-efficiency SBM model,the Super-efficiency SBM-V-DEA model is proposed and applied to quantitatively analyze the innova-tion efficiency and optimization paths of innovation entities.The empirical results show that this method can quantitatively represent and rank the scale efficiency of input and output in technological in-novation behaviors of innovation entities.By introducing slack variables,it explicitly demonstrates the effectiveness of resource allocation and the capability of outcome production,effectively identifies re-dundant resource allocation and weakness,and provides important decision-making references direc-tional guidance for resource allocation optimization and efficiency enhancement under objective con-strains.It also offers theoretical support and practical basis for the dynamic monitoring and manage-ment of innovation capabilities in technology-based enterprises.