Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios

Innovation of new generation entrepreneurs is crucial to the development of a country. Empirical research method can analyze the history and current situation, but it is difficult to reflect the dynamic process and evolution trend under different scenarios. In this paper, we adopt computational exp...

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Main Authors: Aiwu Zhao, Zhenzhen Sun, Hongjun Guan, Jingyuan Jia
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2020-08-01
Series:Technological and Economic Development of Economy
Subjects:
Online Access:https://journals.vgtu.lt/index.php/TEDE/article/view/12373
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spelling doaj-863345596cac4e80aa17cb0a53740de92021-07-02T13:09:18ZengVilnius Gediminas Technical UniversityTechnological and Economic Development of Economy2029-49132029-49212020-08-0126510.3846/tede.2020.12373Research on the evolution of innovation behavior of new generation entrepreneurs in different scenariosAiwu Zhao0Zhenzhen Sun1Hongjun Guan2Jingyuan Jia3School of Management Science and Engineering, Shandong University of Finance and Economics, 250014 Jinan, ChinaSchool of Management Science and Engineering, Shandong University of Finance and Economics, 250014 Jinan, ChinaSchool of Management Science and Engineering, Shandong University of Finance and Economics, 250014 Jinan, ChinaSchool of Management, Jiangsu University, 212013 Zhenjiang, China Innovation of new generation entrepreneurs is crucial to the development of a country. Empirical research method can analyze the history and current situation, but it is difficult to reflect the dynamic process and evolution trend under different scenarios. In this paper, we adopt computational experiment method to model the decision-making process of new generation entrepreneurs. Multi-agent evolution model is constructed to simulate individual behavior of different types of new generation entrepreneurs under different scenarios. By the comparison of different results, it analyses the evolutionary rules of innovation behaviors and explores guidance policies to promote entrepreneurs’ innovation behavior and achieve better innovation performance. The experimental results show that although internal elements such as individual’s innovative spirit, innovative ability and cognition of social capital determine the innovation intention, the capital, technology and talent conditions are also very important for innovation implementation. New generation entrepreneurs with different risk preferences should objectively evaluate and treat innovation risks according to their own characteristics. This helps to reduce the negative impact of innovation risk on continuous innovation. Meanwhile, government should pay attention to establishing risk guarantee mechanism such as innovation insurance fund to promote the innovation of new generation entrepreneurs. First published online 17 April 2020 https://journals.vgtu.lt/index.php/TEDE/article/view/12373new generation entrepreneurinnovation behaviorcomputational experimentevolutionscenario
collection DOAJ
language English
format Article
sources DOAJ
author Aiwu Zhao
Zhenzhen Sun
Hongjun Guan
Jingyuan Jia
spellingShingle Aiwu Zhao
Zhenzhen Sun
Hongjun Guan
Jingyuan Jia
Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
Technological and Economic Development of Economy
new generation entrepreneur
innovation behavior
computational experiment
evolution
scenario
author_facet Aiwu Zhao
Zhenzhen Sun
Hongjun Guan
Jingyuan Jia
author_sort Aiwu Zhao
title Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
title_short Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
title_full Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
title_fullStr Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
title_full_unstemmed Research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
title_sort research on the evolution of innovation behavior of new generation entrepreneurs in different scenarios
publisher Vilnius Gediminas Technical University
series Technological and Economic Development of Economy
issn 2029-4913
2029-4921
publishDate 2020-08-01
description Innovation of new generation entrepreneurs is crucial to the development of a country. Empirical research method can analyze the history and current situation, but it is difficult to reflect the dynamic process and evolution trend under different scenarios. In this paper, we adopt computational experiment method to model the decision-making process of new generation entrepreneurs. Multi-agent evolution model is constructed to simulate individual behavior of different types of new generation entrepreneurs under different scenarios. By the comparison of different results, it analyses the evolutionary rules of innovation behaviors and explores guidance policies to promote entrepreneurs’ innovation behavior and achieve better innovation performance. The experimental results show that although internal elements such as individual’s innovative spirit, innovative ability and cognition of social capital determine the innovation intention, the capital, technology and talent conditions are also very important for innovation implementation. New generation entrepreneurs with different risk preferences should objectively evaluate and treat innovation risks according to their own characteristics. This helps to reduce the negative impact of innovation risk on continuous innovation. Meanwhile, government should pay attention to establishing risk guarantee mechanism such as innovation insurance fund to promote the innovation of new generation entrepreneurs. First published online 17 April 2020
topic new generation entrepreneur
innovation behavior
computational experiment
evolution
scenario
url https://journals.vgtu.lt/index.php/TEDE/article/view/12373
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