Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022)

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Research on Nonlinear Influencing Factors of University Innovation Based on Semi-parametric Model

Authors
YongGang Xue1, *
1Medical Business School of GuangDong Pharmaceutical University, Guangzhou, China
*Corresponding author. Email: xzyonggang@163.com
Corresponding Author
YongGang Xue
Available Online 29 December 2022.
DOI
10.2991/978-2-494069-31-2_83How to use a DOI?
Keywords
University Innovation; Nonlinear effects; Heterogeneity; Semi-parametric model
Abstract

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.

Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 6th International Seminar on Education, Management and Social Sciences (ISEMSS 2022)
Series
Advances in Social Science, Education and Humanities Research
Publication Date
29 December 2022
ISBN
10.2991/978-2-494069-31-2_83
ISSN
2352-5398
DOI
10.2991/978-2-494069-31-2_83How to use a DOI?
Copyright
© 2022 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
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  -