Reasons for the Failure of Technology Incubator - Failure Mechanism and Empirical Study of Technology Incubation Platform Under the Background of Big Data
American Journal of Management Science and Engineering
Volume 4, Issue 4, July 2019, Pages: 66-75
Received: Oct. 11, 2019; Published: Nov. 8, 2019
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Lv Bo, Business School, Beijing Wuzi University, Beijing, China
Zhi Yechao, Business School, Beijing Wuzi University, Beijing, China
Gu Qiaoling, Business School, Beijing Wuzi University, Beijing, China
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In recent years, the technology incubation platform is facing a new ecological environment. The background of big data brought by cloud computing and big data has increased the random disturbance effect on technology incubation platform. The failure of some technology incubation platforms has caused academic controversies. This paper conducts theoretical research and empirical test for these academic controversies, and the empirical conclusions of this paper provide a more comprehensive and reasonable explanation for current academic controversies. In order to describe the failure phenomena of technology incubation platform, this paper innovatively proposes the concept of failure effects and failure coefficients, constructs failure effects model and deduces the failure mechanism formula by using the principle of Stochastic Frontier Analysis (SFA). On the basis of literature research, combined with the background characteristics of the big data, 4 dependent variables and 14 random influence variables were selected, and the Chinese technology incubator platform was taken as an example to empirically analyze failure effects model. The paper finds that the independent variables can be divided into three categories: positive, negative and partially irrelevant. When corresponding to negatively correlate variables or unrelated variables, dependent variables will show the failure phenomenon, that is, partial failure of technology incubation platform.
Failure Effects, The Background of Big Data, Technology Incubation Platform, Stochastic Frontier Analysis (SFA), Mechanisms
To cite this article
Lv Bo, Zhi Yechao, Gu Qiaoling, Reasons for the Failure of Technology Incubator - Failure Mechanism and Empirical Study of Technology Incubation Platform Under the Background of Big Data, American Journal of Management Science and Engineering. Vol. 4, No. 4, 2019, pp. 66-75. doi: 10.11648/j.ajmse.20190404.12
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This article is an open access article distributed under the Creative Commons Attribution License ( which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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