Research on Nonlinear Influencing Factors of University Innovation Based on Semi-parametric Model
- 10.2991/978-2-494069-31-2_83How to use a DOI?
- University Innovation; Nonlinear effects; Heterogeneity; Semi-parametric model
In order to analyse the non-linear characteristics and heterogeneity of influencing factors of university innovation, this paper empirically analyses the non-linear impact of R&D investment on University Innovation by using semi-parametric model based on the University Innovation samples of Guangdong Province. The main conclusions can be gain as follows: (1) Human capital elements have nonlinear characteristics on university innovation; (2) The impact of R&D investment of different types of projects on university innovation is heterogeneous; (3) R&D funds have a positive impact on university innovation, the linear model underestimates the impact of R&D funding on university innovation. The main suggestions are as follows: (1) Funding policies and evaluation mechanism should be formulated respectively according to the characteristics of different projects and the differences of their impact on university innovation; (2) The non-linear characteristics and types of the impact of human capital elements on university innovation should to be accurately grasped, and enhance the construction of communication platform and mechanism of university scientific research and innovation personnel, and improve the synergy of human capital elements in scientific research and innovation activities; (3) Further increase the overall investment of R&D funds related to innovation activities in Colleges and universities, and formulate differentiated policies for different types of projects and innovative achievements, so as to improve the efficiency of R&D funds.
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Cite this article
TY - CONF AU - YongGang Xue PY - 2022 DA - 2022/12/29 TI - Research on Nonlinear Influencing Factors of University Innovation Based on Semi-parametric Model BT - Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022) PB - Atlantis Press SP - 682 EP - 688 SN - 2352-5398 UR - https://doi.org/10.2991/978-2-494069-31-2_83 DO - 10.2991/978-2-494069-31-2_83 ID - Xue2022 ER -