AEPH
Home > Philosophy and Social Science > Vol. 2 No. 12 (PSS 2025) >
A Comparative Study of the Correlation of Government-Industry-University-Research-Finance Based on NLP
DOI: https://doi.org/10.62381/P253C03
Author(s)
Xiangyou Wu, Huan Zhang*
Affiliation(s)
Xinhua Du Business School, Minjiang University, Fuzhou, Fujian, China *Corresponding Author
Abstract
This paper focuses on the collaborative innovation ecosystem of "Government - Industry - University - Research - Finance-Service-Application". It systematically analyzes the core positioning and correlation logic of the seven main subjects (government, industry, universities, research institutions, finance, services, and application), and explores practical paths such as the integration model centered on "industry-research", government-enterprise collaboration mechanisms, and two-way talent flow. Addressing prominent issues including insufficient efficiency of factor collaboration and imperfect interest distribution mechanisms, and combining regional practical cases, the paper proposes optimization strategies such as strengthening demand orientation, improving financial empowerment, and enhancing service support. It provides theoretical and practical references for promoting the in-depth integration of the innovation chain, industrial chain, capital chain, and talent chain, solving the disconnect between scientific research and industry, and fostering new quality productive forces.
Keywords
NLP; Cooperation Mechanism; Collaborative Innovation; Achievement Transformation; Innovation Ecosystem
References
[1] Peters, J., & Fusfek, R. University-Industry Research Relationship's National Science Foundation USA. Research Policy, 1982(3), 12-67. [2] Etzkowitz, H., & Leydesdorff, L. The dynamics of innovation: From national systems and "Mode 2" to a triple helix of university-industry-government relations. Research Policy, 2000, 29(2), 109-123. [3] Wang, Q. J., Wang, Q., & Li, S. S. Evaluation of the input-output efficiency of university scientific and technological innovation: Based on the perspective of "government-industry-university-research-finance-service-use." Modern Management, 2018, 38(5), 50-52. [4] Wu, M., Tan, S. Q., Li, M., et al. Exploration of information-sharing services in digital libraries of universities from the perspective of "government-industry-university-research-finance-service-use." China Higher Education Science and Technology, 2023, (11), 70-74. [5] Dai, J. C., & Zhang, B. The impact of deep integration of "government-industry-university-research-finance" on the cultivation of scientific and technological talent. Science and Technology Management Research, 2023, 43(23), 185-194. [6] Cheng, C. H., & Liu, Y. C. International perspectives on the construction of innovation and entrepreneurship laboratories in universities: Experiences and implications from top U.S. universities. Modern Distance Education Research, 2022, 34(2), 85-92+102. [7] Zhang, J., & Huang, K. The circular mechanism of collaborative scientific and technological innovation in the Yangtze River Delta region in the new development stage. Science and Technology Management Research, 2022, 40(3), 107-115. [8] Li, S., & Yu, C. The strategy and influencing factors of aviation science and technology collaborative innovation subjects: Evolutionary game and simulation from the perspective of "government-industry-university-research-finance." Journal of Zhengzhou University of Aeronautics (Social Science Edition), 2024, 43(2), 104-112. [9] Chen, P., Liu, H. T., & Zhu, X. Q. In-depth research on the connotative high-quality development of higher education in Anhui Province in the new era: Theoretical implications, real situation, and practical paths. Applied Higher Education Research, 2025, 10(2), 1-10. [10]Xiao, H. J., Yu, F. W., Tang, H. L., et al. Evolutionary game theory of low-carbon and environmentally friendly technology collaborative innovation in the context of "government-industry-university-research-finance." Operations Research and Management, 2021, 30(10), 39-46. [11]Guo, B. T., He, Y. M., & Wang, Y. N. High-quality development requirements for multi-chain linkage innovation ecosystems: Mechanisms, frameworks, and practical models. Nanjing Social Sciences, 2023, (6), 40-51. [12]Wu, X. B., Lin, F. X., Li, S. H., et al. Construction of a new national innovation system from the perspective of surpassing the catch-up model. Science and Technology Management, 2024, 45(1), 1-12. [13]Dai, J. C. Can multi-party cooperation improve enterprise innovation capabilities? An empirical analysis based on panel data from listed companies in China. Institutional Economics Research, 2024, (3), 67-95. [14]Zhang, Z. Q., & Long, Y. The construction and role positioning of the "government-industry-university-research-finance" system. New Curriculum Research (Mid-month Edition), 2014, (4), 10-13. [15]Zhang, N., Sun, L., & Zhong, A. Y. Innovation and entrepreneurship community: Formation, structure, and evaluation—Taking "government-industry-university-research-finance-service-use" as an observation point. China Higher Education Science and Technology, 2022, (10), 60-68. [16]Zhu, Q. Blockchain-enabled "government-industry-university-research-finance" cooperation mechanism: A study based on structural equation modeling (SEM). Journal of Anyang Institute of Technology, 2022, 21(1), 7. [17]Wu, M., Tan, S. Q., Li, M., et al. Exploration of information-sharing services in digital libraries of universities from the perspective of "government-industry-university-research-finance-service-use." China Higher Education Science and Technology, 2023, (11), 70-74. [18]Wang, P. P. Research on the collaborative mechanism of the "government-industry-university-research-finance-service-use" innovation community: Based on the perspective of collaborative innovation networks. Journal of Shanghai Economic Management Cadre College, 2019, 17(4), 1-9. [19]Li, S., & Yu, C. The strategy and influencing factors of aviation science and technology collaborative innovation subjects: Evolutionary game and simulation from the perspective of "government-industry-university-research-finance." Journal of Zhengzhou University of Aeronautics (Social Science Edition), 2024, 43(2), 104-112.
Copyright @ 2020-2035 Academic Education Publishing House All Rights Reserved