Relationship between Framing Bias and Big Five Personality Traits of Individual Investors

A. Sachan, P. Chugan
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Abstract

Returns depend upon decisions of investors, but investors biases challenge the ability to take rational decisions. Study of biases and their relationships with personality traits helps to understand how biases originate, the way in which they possibly effect investors, and which personality types could be more susceptible to them. There are evidences that biases have relationships with personality traits of investors and this study focuses on one such relationship between framing bias and personality traits. Given the qualitative nature of variables under study, the relationship was established by statistically significant coefficients of logistic regression equation, where bias-variable was dependent and big five personality traits were independent. The score of personality trait, which had significant relationship, was cross tabulated with bias variable, the chi square test indicated a statistically significant relationship. The results lead to conclusion that an investor with higher score of agreeableness has higher probability of having framing bias. It is also discussed that an agreeable person may demonstrate irrationality discussed in prospect theory, more as compared to others, as the framing effects were measured using gain and loss frames. Since the study deals with frames of communication, it indicates towards the effects of personality traits on communication between portfolio manager and clients. The study contributes for portfolio managers that an agreeable client may not actually agree for rational decision if the communication is not in right frame.
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框架偏见与个人投资者五大人格特质的关系
回报取决于投资者的决策,但投资者的偏见挑战了做出理性决策的能力。对偏见及其与人格特征的关系的研究有助于理解偏见是如何产生的,它们可能影响投资者的方式,以及哪种性格类型更容易受到偏见的影响。已有证据表明,偏见与投资者的人格特征之间存在一定的关系,本研究着重研究框架偏见与人格特征之间的关系。考虑到所研究变量的定性性质,采用logistic回归方程的统计显著系数来建立关系,其中偏倚变量为因变量,大五人格特质为独立变量。人格特质得分与偏差变量交叉表,卡方检验显示有统计学意义。结果表明,亲和性得分越高的投资者出现框架偏差的概率越高。还讨论了一个和蔼可亲的人可能会表现出前景理论中讨论的非理性,与其他人相比,因为框架效应是使用增益和损失框架来衡量的。由于研究涉及的是沟通框架,它揭示了人格特质对投资组合经理与客户之间沟通的影响。该研究对投资组合经理的贡献是,如果沟通不在正确的框架中,一个令人满意的客户实际上可能不会同意理性的决策。
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