Modeling Regional Innovative System Performance in China Using A Dynamic Two-Stage SBM Model

Tzu-Yu Lin, Weihua Huang, H. Chen, Sheng-Hsiung Chiu
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Abstract

Innovative development has always been an important policy tool for accumulating effective intelligent property to the desirability of all policy makers in China, even more so now as the trade war has seriously threatened the Chinese economy. To understand the efficacy of regional innovative policies, we proposed the dynamic two-stage slacks-based measure (SBM) model with carry-over and intermediate variables, highlighting the importance of the status of invention patent, as granted patent and patent in force, to measure the overall innovative performance for the purposed of regional innovative development, which makes significant difference to previous studies on modelling setting. Using data of 30 provincial administration regions in China for the period of 2011-2017, the average regional innovative system performance is deemed as 0.5858 and we postulated that the difference of commercialization performance among three main areas should be pay attention, because the average performance of commercialization stage in the east area is obviously better than that the west and central areas. Based on this finding, we propose several policy suggestions as the provincial and central government who should be put more efforts on innovative competitiveness, as enhancing the quality and quantity of invention patents and the market-oriented to guild the direction for the R&D stage.
基于动态两阶段SBM模型的中国区域创新系统绩效建模
创新发展一直是积累有效知识产权的重要政策工具,受到中国所有决策者的青睐,在贸易战严重威胁中国经济的今天更是如此。为了理解区域创新政策的有效性,我们提出了带有结转和中间变量的动态两阶段基于懈怠测度(SBM)模型,强调了发明专利、授权专利和有效专利的状态对衡量区域创新发展的整体创新绩效的重要性,这与以往研究的模型设置有显著差异。利用2011-2017年中国30个省级行政区的数据,认为区域创新系统绩效均值为0.5858,并假设三个主要区域之间的商业化绩效差异值得关注,因为东部地区的商业化阶段平均绩效明显好于西部和中部地区。在此基础上,本文提出了省级和中央政府应加大创新竞争力建设力度、提高发明专利的质量和数量以及以市场为导向来指导研发阶段的政策建议。
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