中国公募基金共同持有网络的宏观拓扑结构与演变

IF 3.8 3区 经济学 Q1 BUSINESS, FINANCE
Xiaoping Guo , Ningyuan Fan , Zhenchun Liu , Jianwei Wang
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引用次数: 0

摘要

公募基金等机构投资者的行为和投资者网络在资本市场的信息传递和风险传染中发挥着重要作用。对于基金间共同持股间接形成的共同持股网络的宏观拓扑结构特征和基金群体行为关注较少。本文基于复杂网络分析方法,首先运用三种方法对基金共同持股行为进行界定,构建了大型基金与小型基金之间以及大型基金之间的共同持股网络,然后对中国公募基金共同持股网络的宏观拓扑结构和演化特征进行了比较研究。研究结果表明(1)虽然三个网络都是大型稀疏网络,但基金间的共同持有行为仍然广泛存在;(2)两个网络都具有小世界和无尺度的特征,但具体程度存在显著差异;(3)三个网络间 "小世界和无尺度 "的演化存在显著差异;(4)综合考虑大型基金和小型基金,基金共同持有网络的 "小世界 "和 "无尺度 "与股票市场呈现出相互影响、相互制约的关系。本研究为理解基金间相互持股的影响,以及监管机构管理股市风险和机构投资者治理提供了参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Macro topology structure and evolution of Chinese Public Funds’ Co-holding Network

The behavior of institutional investors such as public offering funds and investor networks play an important role in information transmission and risk contagion in the capital market. Less attention has been paid to the macro topological structure characteristics and the fund group behavior of the co-holding network indirectly formed by the common holding among funds. Based on the complex network analysis method, this paper firstly uses three methods to define the co-holding behavior of funds and construct the co-holding networks between large funds and small funds and between large funds, and then conducts a comparative study on the Macro topology structure and evolution characteristics of the Chinese Public Funds’ Co-holding network. The results show that: (1) Although the three networks are large sparse networks, the co-holding behavior among funds still widely exists; (2) Both networks have the characteristics of small-world and scale-free, but there are significant differences in the degree of specificity; (3)There are significant differences in the evolution of “small-world and scale-free” between the three networks; (4) When the large funds and small funds are considered comprehensively, the “small world” and “scale-free” of the fund co-holding network and the stock market show a relationship of mutual influence and mutual restriction.This study provides a reference for understanding the influence of mutual shareholding among funds, and for regulators to manage stock market risk and institutional investor governance.

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来源期刊
CiteScore
7.30
自引率
8.30%
发文量
168
期刊介绍: The focus of the North-American Journal of Economics and Finance is on the economics of integration of goods, services, financial markets, at both regional and global levels with the role of economic policy in that process playing an important role. Both theoretical and empirical papers are welcome. Empirical and policy-related papers that rely on data and the experiences of countries outside North America are also welcome. Papers should offer concrete lessons about the ongoing process of globalization, or policy implications about how governments, domestic or international institutions, can improve the coordination of their activities. Empirical analysis should be capable of replication. Authors of accepted papers will be encouraged to supply data and computer programs.
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