Communication, networks and asset price dynamics: a survey

IF 0.8 4区 经济学 Q3 ECONOMICS
Michael Hatcher, Tim Hellmann
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Abstract

Abstract In this paper, we provide a wide-ranging survey of the state of the art in the area of communication and asset price dynamics. We start out by documenting empirical evidence that social communication influences investment decisions and asset prices, before turning to the main modelling approaches in the literature (both past and present). We discuss models of belief-updating based on observed performance; models of herd behaviour; and models with social interactions that arise from preferences for conformity or contrarianism. Our main contribution is to introduce readers to a social network approach which has been widely used in the opinion dynamics literature, but only recently applied to asset pricing. In the final part, we show how recent contributions to both modelling and empirical work are using the social network approach to improve our understanding of financial markets and asset price dynamics. We conclude with some thoughts on fruitful avenues for future research.

Abstract Image

通信、网络和资产价格动态:一项调查
在本文中,我们对通信和资产价格动态领域的最新进展进行了广泛的调查。在转向文献(过去和现在)中的主要建模方法之前,我们首先记录了社会沟通影响投资决策和资产价格的经验证据。我们讨论了基于观察性能的信念更新模型;群体行为模型;以及由从众或逆反偏好产生的社会互动模式。我们的主要贡献是向读者介绍一种社会网络方法,这种方法在意见动力学文献中被广泛使用,但直到最近才应用于资产定价。在最后一部分,我们展示了最近对建模和实证工作的贡献是如何使用社会网络方法来提高我们对金融市场和资产价格动态的理解。最后,我们对未来研究的有效途径提出了一些想法。
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来源期刊
CiteScore
2.20
自引率
18.20%
发文量
33
期刊介绍: Journal of Economic Interaction and Coordination addresses the vibrant and interdisciplinary field of agent-based approaches to economics and social sciences. It focuses on simulating and synthesizing emergent phenomena and collective behavior in order to understand economic and social systems. Relevant topics include, but are not limited to, the following: markets as complex adaptive systems, multi-agents in economics, artificial markets with heterogeneous agents, financial markets with heterogeneous agents, theory and simulation of agent-based models, adaptive agents with artificial intelligence, interacting particle systems in economics, social and complex networks, econophysics, non-linear economic dynamics, evolutionary games, market mechanisms in distributed computing systems, experimental economics, collective decisions. Contributions are mostly from economics, physics, computer science and related fields and are typically based on sound theoretical models and supported by experimental validation. Survey papers are also welcome. Journal of Economic Interaction and Coordination is the official journal of the Association of Economic Science with Heterogeneous Interacting Agents. Officially cited as: J Econ Interact Coord
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