Experiences, demand for risky investments, and implications for price dynamics

IF 4.3 2区 经济学 Q1 BUSINESS, FINANCE
Steve Heinke , Sebastian Olschewski , Jörg Rieskamp
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引用次数: 0

Abstract

Personal experiences can impact investors’ risk taking, and this can explain market phenomena such as time-varying risk premia, asset price bubbles or wage–price spirals. Establishing the link from individual experiences to market outcomes is challenging, as together with experiences, several decision-relevant factors simultaneously change. The present work investigates the impact of prior experiences on subsequent investments in a laboratory experiment without confounds, which allows for the control of various factors that usually are correlated with experience. The results show that high (low) previously experienced outcomes lead to more (less) investment in a risky asset, even in a condition where experiences do not provide new information and should be ignored. A reinforcement learning model captures the observed individual behavior and allows us to explain market price dynamics. The experience effect on risk taking informs behavioral theories of markets and provides a cognitive explanation for trend-following and self-enforcing market dynamics.

经验、对风险投资的需求以及对价格动态的影响
个人经历会影响投资者的风险承担,这可以解释时变风险溢价、资产价格泡沫或工资价格螺旋上升等市场现象。建立个人经历与市场结果之间的联系具有挑战性,因为在经历的同时,多个与决策相关的因素也会发生变化。本研究在一个没有混杂因素的实验室实验中,研究了先前经验对后续投资的影响,从而控制了通常与经验相关的各种因素。结果表明,即使在经验不提供新信息且应被忽略的情况下,先前经验高(低)的结果也会导致对风险资产的投资增加(减少)。强化学习模型捕捉到了观察到的个人行为,使我们能够解释市场价格动态。经验对风险承担的影响为市场行为理论提供了信息,并为趋势跟踪和自我强化的市场动态提供了认知解释。
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来源期刊
CiteScore
13.20
自引率
6.10%
发文量
75
审稿时长
69 days
期刊介绍: Behavioral and Experimental Finance represent lenses and approaches through which we can view financial decision-making. The aim of the journal is to publish high quality research in all fields of finance, where such research is carried out with a behavioral perspective and / or is carried out via experimental methods. It is open to but not limited to papers which cover investigations of biases, the role of various neurological markers in financial decision making, national and organizational culture as it impacts financial decision making, sentiment and asset pricing, the design and implementation of experiments to investigate financial decision making and trading, methodological experiments, and natural experiments. Journal of Behavioral and Experimental Finance welcomes full-length and short letter papers in the area of behavioral finance and experimental finance. The focus is on rapid dissemination of high-impact research in these areas.
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