Understanding how academia and industry operate and relate to each other is core to improving the efficiency of the entrepreneurial ecosystem. Reason why, this paper focuses on whether university prestige has a homogeneous effect on university entrepreneurship. Specifically, whether the relationship between academic prestige and entrepreneurship varies according to the nature of the firm, digital or not, or according to the size of the entrepreneurial partner. To answer this question, this paper uses a negative binomial regression model with panel data with respect to the number of intellectual property (IP) licences granted by the university, using mainly data from the Higher Education Statistics Agency. The results suggest that although university prestige affects the number of IP licences granted, its effect ceases to be significant when the nature of the licences is digital. Moreover, we cannot claim that the influence of prestige is greater when the licencee is a small company.

The digital economy based on digital technology is an important force for high-quality economic growth and industrial transformation, and has great potential for value creation. Based on the data of 30 provinces in China from 2007 to 2017, this paper uses entropy method to calculate the industrial green transformation (IGT), and empirically analyzes the impact of Digital economy on IGT. The DE can significantly reduce IGT of local and neighboring areas after excluding the influence of macro system factors and replacing the spatial weight matrix. The DE can indirectly reduce the IGT by accelerating the accumulation of human capital, and green technology innovation. The impact of digital economy on IGT is a non-linear relationship. With the further improvement of environmental regulation, financial development and intellectual property protection, the role of digital economy in IGT is more obvious. To this end, it is necessary to speed up the construction and improvement of digital infrastructure, build an integrated layout of "digital infrastructure", give full play to the radiating role of the digital economy, and implement differentiated development paths based on regional comparative advantages.