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.

引用

页数：19

共 50 条

[21] Sustainability performance analysis of environment innovation systems using a two-stage network DEA model with shared resources
Jiangjiang Yang
Jie Wu
Xingchen Li
Qingyuan Zhu
Frontiers of Engineering Management, 2022, 9 : 425 - 438
[22] A bootstrapping dynamic two-stage SBM model: An application to assess industrial water use and health risk systems
Wan, Lixiang
Zhang, Lina
Chiu, Yung-ho
Pang, Qinghua
Luo, Qian
Shi, Zhen
SCIENCE OF THE TOTAL ENVIRONMENT, 2023, 894
[23] Regional total-factor productivity and environmental governance efficiency of China's industrial sectors: A two-stage network-based super DEA approach
Wang, Miao
Feng, Chao
JOURNAL OF CLEANER PRODUCTION, 2020, 273
[24] Evaluation of Regional Innovation Efficiency in China Based on CCR Linear Model
Lu Shiyu
Zhao Shukuan
PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INNOVATION & MANAGEMENT, VOLS I AND II, 2008, : 1671 - 1674
[25] Efficiency evaluation of banks in China: A dynamic two-stage slacks-based measure approach
Zha, Yong
Liang, Nannan
Wu, Maoguo
Bian, Yiwen
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2016, 60 : 60 - 72
[26] The performance of regional governments under the results-based budgeting framework: A two-stage sectoral analysis
Charles, Vincent
Diaz, Juan
Aparicio, Juan
RAIRO-OPERATIONS RESEARCH, 2022, 56 (02) : 501 - 528
[27] Regional environmental efficiency evaluation in China: Analysis based on the Super-SBM model with undesirable outputs
Li, Hong
Fang, Kuangnan
Yang, Wei
Wang, Di
Hong, Xiaoxin
MATHEMATICAL AND COMPUTER MODELLING, 2013, 58 (5-6) : 1018 - 1031
[28] Average lexicographic efficiency decomposition in two-stage data envelopment analysis: an application to China's regional high-tech innovation systems
Yang, Jiawei
Fang, Lei
ANNALS OF OPERATIONS RESEARCH, 2022, 312 (02) : 1051 - 1093
[29] Average lexicographic efficiency decomposition in two-stage data envelopment analysis: an application to China’s regional high-tech innovation systems
Jiawei Yang
Lei Fang
Annals of Operations Research, 2022, 312 : 1051 - 1093
[30] Two-stage common weight DEA-Based approach for performance evaluation with imprecise data
Goker, Nazli
Karsak, E. Ertugrul
SOCIO-ECONOMIC PLANNING SCIENCES, 2021, 74

← 1 2 3 4 5 →