Performance evaluation for regional innovation systems development in China based on the two-stage SBM-DNDEA model

被引：24
|
作者：
Lin, Tzu-Yu [1 ]
Chiu, Sheng-Hsiung [1 ]
Yang, Hai-Lan [2 ]
机构：
[1] Nanfang Coll, Accounting Sch, Guangzhou, Peoples R China
[2] Market Intelligence Consulting Inst, Inst Informat Ind, Taipei, Taiwan
来源：
SOCIO-ECONOMIC PLANNING SCIENCES | 2022年 / 80卷
关键词：
Performance evaluation; Regional innovation system; China; Data envelopment analysis; Dynamic network slacks-based measure; Two-stage SBM-DNDEA; DATA ENVELOPMENT ANALYSIS; NETWORK DEA; BANK PERFORMANCE; DYNAMIC DEA; PANEL-DATA; EFFICIENCY; INVESTMENTS; INSURANCE; GMM;
D O I：
10.1016/j.seps.2021.101148
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
In this paper, we use the two-stage slacks-based measure dynamic network data envelopment analysis (SBMDNDEA) model, to explore the value-creation process of regional innovation systems in China. We define the two stages as the technology innovation stage and the technology commercialization stage. In particular, we consider the numbers of invention patent in three different statuses as intermediate and/or carryover variables. The data was of 30 regional innovation systems in China from the period of 2011-2018, when China's National Plan for Medium and Long-term Scientific and Technological Development (NPMLSTD) was implemented. Our results highlight the importance of invention patents to overall performance of regional innovation development. We show that in addition to expanding research and development (R&D) budget, enhancing the quality of the invention patents can also improve the regional innovation scores.
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收藏
页数：19
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