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<p>We use the panel data of innovation and entrepreneurship for global spatial autocorrelation and model selection testing. At the same time, we applied the Spatial Dubin Model (SDM) to empirically study the knowledge spillover effects of higher education campuses on regional innovation capabilities. Experimental research found that there are significant spatial differences in the innovation efficiency of universities. Specialized agglomeration can effectively improve the innovation efficiency and scale efficiency of colleges and universities. At the same time, the diversified agglomeration has no obvious effect on the innovation efficiency of colleges and universities. The accumulation of high-tech industries can effectively promote the innovation efficiency of universities. Human capital and opening to the outside world can effectively improve the innovation efficiency of universities.</p>
</abstract>

We use the panel data of innovation and entrepreneurship for global spatial autocorrelation and model selection testing. At the same time, we applied the Spatial Dubin Model (SDM) to empirically study the knowledge spillover effects of higher education campuses on regional innovation capabilities. Experimental research found that there are significant spatial differences in the innovation efficiency of universities. Specialized agglomeration can effectively improve the innovation efficiency and scale efficiency of colleges and universities. At the same time, the diversified agglomeration has no obvious effect on the innovation efficiency of colleges and universities. The accumulation of high-tech industries can effectively promote the innovation efficiency of universities. Human capital and opening to the outside world can effectively improve the innovation efficiency of universities.

Higher Education Agglomeration Promoting Innovation and Entrepreneurship Based on Spatial Dubin Model

Nanjing University of Science and Technology ZiJin College

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

We use the panel data of innovation and entrepreneurship for global spatial autocorrelation and model selection testing. At the same time, we applied the...

Higher Education Agglomeration Promoting Innovation and Entrepreneurship Based on Spatial Dubin Model

Published Online: Jun 06, 2023

Page range: 257 - 264

Received: Jan 09, 2022

Accepted: Mar 26, 2022

DOI: https://doi.org/10.2478/amns.2022.2.00007

Keywords
Higher education, Knowledge spillover, Innovation and entrepreneurship, Spatial Dubin model

© 2023 Xingyuan Shao et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Higher Education Agglomeration Promoting Innovation and Entrepreneurship Based on Spatial Dubin Model

Published Online: Jun 06, 2023

Page range: 257 - 264

Received: Jan 09, 2022

Accepted: Mar 26, 2022

DOI: https://doi.org/10.2478/amns.2022.2.00007

KeywordsHigher education, Knowledge spillover, Innovation and entrepreneurship, Spatial Dubin model

© 2023 Xingyuan Shao et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Higher education, Knowledge spillover, Innovation and entrepreneurship, Spatial Dubin model