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中国管理科学 ›› 2023, Vol. 31 ›› Issue (7): 22-37.doi: 10.16381/j.cnki.issn1003-207x.2021.1553

• 论文 • 上一篇    下一篇

广义失望厌恶、下行风险与中国股票市场定价

陈国进1, 刘元月1, 陈凌凌2, 赵向琴1   

  1. 1.厦门大学经济学院,福建 厦门361005; 2.中共福建省委政策研究室经济处,福建 福州350001
  • 收稿日期:2021-08-07 修回日期:2021-10-28 出版日期:2023-07-17 发布日期:2023-07-17
  • 通讯作者: 赵向琴 (1966-),女 (汉族),山西孝义人,厦门大学经济学院,教授,博士生导师,研究方向:宏观金融、资产定价、金融计量,Email:xqzhao@xmu.edu.cn. E-mail:xqzhao@xmu.edu.cn
  • 基金资助:
    国家社会科学基金资助重大项目(20&ZD055)

Generalized Disappointment Aversion,Downside Risk and Asset Pricing of Chinese Stock Market

CHEN Guo-jin1, LIU Yuan-yue1, CHEN Ling-ling2, ZHAO Xiang-qin1   

  1. 1. School of Economics, Xiamen University, Xiamen 361005, China;2. Economic Division, Policy Research Office, CPC Fujian Provincial Committee, Fuzhou 350001, China
  • Received:2021-08-07 Revised:2021-10-28 Online:2023-07-17 Published:2023-07-17
  • Contact: 赵向琴 E-mail:xqzhao@xmu.edu.cn

摘要: 投资者对下行风险和上行风险的非对称偏好,特别是投资者失望厌恶对资产定价的影响,近年来受到广泛关注。本文在基于消费的资本资产定价模型(CCAPM)框架下引入投资者的广义失望厌恶,构建了包含广义失望厌恶的五因子资产定价模型(GDA五因子模型),并以2006—2020年中国A股上市公司为样本进行了实证检验。研究发现:(1) GDA五因子在个股和资产组合层面被定价,且下行风险因子、市场波动率变化因子和波动率下行因子定价效果显著;(2) 与其他主流定价模型相比,GDA五因子模型能够更好地解释超额收益率在不同资产组合中的横截面变化;(3) GDA五因子模型也能够更好地解释A股市场的异象。因此,我国股票市场的横截面超额收益反映了对下行风险的定价,考虑投资者失望厌恶偏好有助于更好地理解我国股票市场的风险溢价和金融异象。

关键词: 广义失望厌恶;下行风险;横截面收益;Fama-MacBeth回归

Abstract: As an important factor driving systemic risk, downside risk has attracted increasing attention in recent years. It is acknowledged that investors especially retail investors, exhibit disappointment aversion risk preference which overweighs left-tail outcomes relative to right-tail outcomes. Given a high proportion of retail investors in Chinese stock market, delving into disappointment aversion could yield important implications for asset pricing and financial supervision. To this end, an empirical investigation into the pricing power of generalized disappoint aversion (henceforth GDA) in Chinese stock market is presented in this paper. By embedding GDA risk preference within the CCAPM framework, the GDA5 factor model including market factor, downstate factor, market downward factor, market volatility factor, and volatility downward factor is constructed. Using trading data of A-share listed firms in China from January 2006 to December 2020, the pricing ability of GDA5 model for individual stocks and asset portfolios is empirically tested. Additionally, the ability of GDA5 model in explaining pricing anomalies that documented in the literature is also formally examined. Finally, a series of robustness checks are conducted by changing the theoretical model derivation, key parameters and estimation window sizes. The results show that: (1) GDA5 factors are priced both at the level of individual stock and asset portfolio, where the downside risk, market volatility and downside volatility are the three most important pricing factors; (2) GDA5 model exhibits higher pricing ability during recessions, for non-cyclical stocks and stocks with lower equity concentration; (3) GDA5 model outperforms other classic pricing models in that GDA5 better explains cross-sectional stock returns for different portfolios, and asset pricing anomalies in Chinese stock market; (4) As a robustness check, the CGDA5 model based on consumption growth is constructed, and the results again confirm the pricing ability of downside risk in Chinese stock market. The proposed GDA5 factor model in this paper not only helps reveal the importance of disappoint aversion risk preference in explaining equity premiums and anomalies in Chinese stock market, but fills the gap in the literature as well as provides theoretical guidance for financial supervision.

Key words: generalized disappointment aversion; downside risks; cross-sectional returns; Fama-MacBeth regression

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