基于熵法和主成分分析的中国互联网金融生态系统耦合度评价

Rongxi Zhou, Yahui Xiong, Ning Wang, Xizu Wang
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引用次数: 2

摘要

摘要本文试图对2011 - 2016年中国互联网金融生态系统各子系统的协调发展状态进行评价。围绕企业的主要经营模式、技术创新和外部环境三个方面,选取29个指标构建指标体系,采用耦合协调度模型进行评价。此外,我们使用了熵权和主成分分析两种权重计算方法来保证结果的稳健性。实证结果表明,2011 - 2016年,中国互联网金融生态系统经历了中度无序、接近无序、弱协调、中间协调、良好协调五个发展阶段。不同的权重获取方法对实证结果影响不大。研究结果表明,中国互联网金融生态系统的协调发展在起步阶段受到主要商业模式缺乏和技术创新不足等因素的阻碍;然后,随着中国互联网产业的快速发展,外部环境成为协调发展的另一个不利因素。最后,基于研究结果,从全球视角提出了实现可持续互联网金融生态系统的政策建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coupling Degree Evaluation of China’s Internet Financial Ecosystem Based on Entropy Method and Principal Component Analysis
Abstract This paper attempts to evaluate the coordinated development state of the subsystems within the internet financial ecosystem in China from 2011 to 2016. Focusing on the main business modes, technological innovation, and the external environment, we select 29 indicators to construct an index system and adopt a coupling coordination degree model for evaluation. Furthermore, we use two weight calculation methods, entropy weight and principal component analysis, to ensure the robustness of the results. The empirical results show that China’s internet financial ecosystem experienced five development stages from 2011 to 2016, which are moderate disorder, near disorder, weak coordination, intermediate coordination, and good coordination. Different methods of obtaining weights have little effect on the empirical results. These findings suggest that at the beginning, the coordinated development of China’s internet financial ecosystem was hindered by factors including the scarcity of main business modes and the defect of technological innovation; then, with the rapid development of China’s internet industry, the external environment became another drawback in coordinated development. Finally, based on the findings, we give some policy recommendations from a global perspective to achieve a sustainable internet financial ecosystem.
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