Whether Moods Affect Investors’ Behavior?——Research on Influencing Factors of Investors’ Behavior Based on Risk Perception

Yukun Qiu
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Abstract

A large number of previous studies have shown that investors' sentiment has a certain ability to explain the changes of the stock market, but the indicators selected in these studies themselves turn the investors' sentiment into a black box. This approach brings a problem that emotion itself is deeply intertwined with cognition and rationality and the rational part can be explained by the classical financial theory. If the irrational factors in investors' sentiment are insignificant, then these models are only synonymous with the traditional models. In order to solve this problem, this paper uses the Risk-as-feeling model for reference, subdivides investors' sentiment into investors' behavior, investors' mood and other factors, and studies the interaction and interaction between these factors and the external factors that will affect them in theory. In particular, it is divided into irrational emotional factors that are not directly related to cognition, and it will have a subtle impact on emotion and cognition with the potentiality and sustainability. This paper distinguishes the indicators of investors' behavior and investors' sentiment, constructs the indicators to measure the constituent factors of investors' sentiment by using the principal component analysis method, and tests the relationship between various factors affecting each other and jointly determining investors' behavior in psychological theory by using VAR model and market data. The results show that investors' mood is Granger Cause of investors' behavior. There are indeed non-cognitive factors that affect investors' behavior in investors' sentiment, and the paper studies the dynamic characteristics of each factor, which provides a certain basis for further study of investors' behavior and construction of mathematical model.
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情绪是否会影响投资者的行为?——基于风险感知的投资者行为影响因素研究
以往的大量研究表明,投资者情绪对股市的变化具有一定的解释能力,但这些研究中所选择的指标本身就把投资者的情绪变成了一个黑盒子。这种方法带来了一个问题,即情感本身与认知和理性紧密交织在一起,理性部分可以用经典金融理论来解释。如果投资者情绪中的非理性因素不显著,那么这些模型就只是传统模型的同义词。为了解决这一问题,本文借鉴Risk-as-feeling模型,将投资者情绪细分为投资者行为、投资者情绪和其他因素,并从理论上研究这些因素与影响它们的外部因素之间的相互作用和相互作用。特别是将其划分为与认知不直接相关的非理性情绪因素,它会对情绪和认知产生潜移默化的影响,具有潜在和可持续性。本文区分了投资者行为指标和投资者情绪指标,利用主成分分析法构建了衡量投资者情绪构成因素的指标,并利用VAR模型和市场数据,检验了心理理论中各因素之间相互影响、共同决定投资者行为的关系。结果表明,投资者情绪是投资者行为的Granger原因。投资者情绪中确实存在影响投资者行为的非认知因素,本文研究了各个因素的动态特征,为进一步研究投资者行为和构建数学模型提供了一定的依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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