Firm-specific sentiment and individual option's implied volatility slope

IF 1.8 Q2 BUSINESS, FINANCE Review of Behavioral Finance Pub Date : 2022-03-29 DOI:10.1108/rbf-10-2021-0216
Bei Chen, Quan Gan
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Abstract

PurposePrevious literature shows that market sentiment and the steepness of index option's implied volatility slope have a negative relation. This paper investigates the relation between firm-specific sentiment and individual option's implied volatility slope both theoretically and empirically.Design/methodology/approachThe authors develop a simple model with option traders' sentiment heterogeneity to show that sentiment and the steepness of individual option's implied volatility slope have a positive relation.FindingsWhen firm-specific sentiment is higher (more bullish), individual option's implied volatility slope becomes steeper. The positive relation is stronger when option traders' beliefs on risk are more dispersed. Empirical results support the theoretical model predictions.Originality/valueAlthough both firm-specific sentiment and individual options implied volatility slope predict future stock returns, there is no research exploring the relation between them. In particular, none of previous studies associates implied volatility slope's stock return predictability to investor behavior such as sentiment. The authors’ findings provide a behavior-based explanation on why steep implied volatility slope negatively predicts cross-sectional stock returns.
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公司特定情绪与个人期权隐含波动率斜率
目的以往文献表明,市场情绪与指数期权隐含波动率斜率的陡度呈负相关。本文从理论和实证两方面探讨了企业特定情绪与个人期权隐含波动率斜率之间的关系。设计/方法/方法作者建立了一个简单的期权交易者情绪异质性模型,表明情绪与单个期权隐含波动率斜率的陡峭度呈正相关。当企业特定情绪较高(更看涨)时,个人期权的隐含波动率斜率变得更陡。期权交易者的风险信念越分散,二者之间的正相关关系越强。实证结果支持理论模型的预测。独创性/价值虽然公司特定情绪和个人期权隐含波动率斜率都能预测未来股票收益,但没有研究探讨它们之间的关系。特别是,以前的研究都没有将隐含波动率斜率的股票收益可预测性与投资者行为(如情绪)联系起来。作者的研究结果提供了一个基于行为的解释,为什么陡峭的隐含波动率斜率负预测横截面股票收益。
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来源期刊
Review of Behavioral Finance
Review of Behavioral Finance BUSINESS, FINANCE-
CiteScore
4.70
自引率
5.00%
发文量
44
期刊介绍: Review of Behavioral Finance publishes high quality original peer-reviewed articles in the area of behavioural finance. The RBF focus is on Behavioural Finance but with a very broad lens looking at how the behavioural attributes of the decision makers influence the financial structure of a company, investors’ portfolios, and the functioning of financial markets. High quality empirical, experimental and/or theoretical research articles as well as well executed literature review articles are considered for publication in the journal.
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