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The effect of limited attention and risk attitude on left-tail reversal: Empirical results from a-share data in China

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  • Wang, Jun
  • Song, Xiuna

Abstract

This study explores the influence of investors’ attention and risk attitude on the left-tail anomaly. The portfolio analysis method is applied to test the existence of tail-risk reversal and the underlying influential mechanisms. Considering China's price-limit-rule, we propose idiosyncratic volatility-adjusted value-at-risk as a proxy for left-tail risk and encounter significant left-tail reversal. Empirical analysis reveals the reversal is negatively affected by effective attention and positively by risk aversion. Moreover, the joint effect of attention and risk aversion greatly strengthens the reversal. We verify the existence of a tail-risk premium in China and present behavioral factors to explain and enhance it.

Suggested Citation

  • Wang, Jun & Song, Xiuna, 2022. "The effect of limited attention and risk attitude on left-tail reversal: Empirical results from a-share data in China," Finance Research Letters, Elsevier, vol. 46(PA).
    • Handle: RePEc:eee:finlet:v:46:y:2022:i:pa:s1544612321001707
    DOI: 10.1016/j.frl.2021.102089
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    1. Atilgan, Yigit & Bali, Turan G. & Demirtas, K. Ozgur & Gunaydin, A. Doruk, 2020. "Left-tail momentum: Underreaction to bad news, costly arbitrage and equity returns," Journal of Financial Economics, Elsevier, vol. 135(3), pages 725-753.
    2. Heyman, Dries & Lescrauwaet, Michiel & Stieperaere, Hannes, 2019. "Investor attention and short-term return reversals," Finance Research Letters, Elsevier, vol. 29(C), pages 1-6.
    3. Markus K Brunnermeier & Michael Sockin & Wei Xiong, 2022. "China’s Model of Managing the Financial System [Beauty Contests and Iterated Expectations in Asset Markets]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 3115-3153.
    4. Schadner, Wolfgang, 2020. "An idea of risk-neutral momentum and market fear," Finance Research Letters, Elsevier, vol. 37(C).
    5. Bryan Kelly & Hao Jiang, 2014. "Editor's Choice Tail Risk and Asset Prices," Review of Financial Studies, Society for Financial Studies, vol. 27(10), pages 2841-2871.
    6. Bhootra, Ajay, 2019. "Momentum and the Halloween Indicator: Evidence of a new seasonal pattern in momentum returns," Finance Research Letters, Elsevier, vol. 31(C), pages 26-31.
    7. Lee, Boram & Rosenthal, Leonard & Veld, Chris & Veld-Merkoulova, Yulia, 2015. "Stock market expectations and risk aversion of individual investors," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 122-131.
    8. Turan G. Bali & Nusret Cakici & Robert F. Whitelaw, 2014. "Hybrid Tail Risk and Expected Stock Returns: When Does the Tail Wag the Dog?," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 4(2), pages 206-246.
    9. Nguyen, Anh Duy, 2020. "Alternative reversal variable," Finance Research Letters, Elsevier, vol. 33(C).
    10. David Hirshleifer, 2001. "Investor Psychology and Asset Pricing," Journal of Finance, American Finance Association, vol. 56(4), pages 1533-1597, August.
    11. Zhen, Fang & Ruan, Xinfeng & Zhang, Jin E., 2020. "Left-tail risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    12. Kewei Hou & Lin Peng & Wei Xiong, 2009. "A Tale of Two Anomalies: The Implication of Investor Attention for Price and Earnings Momentum," Working Papers 2009-4, Princeton University. Economics Department..
    13. Gul, Faruk, 1991. "A Theory of Disappointment Aversion," Econometrica, Econometric Society, vol. 59(3), pages 667-686, May.
    14. Meir Statman & Steven Thorley & Keith Vorkink, 2006. "Investor Overconfidence and Trading Volume," Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1531-1565.
    15. Anh Duy Nguyen, 2020. "Alternative reversal variable," Post-Print hal-02388743, HAL.
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    Cited by:

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    2. Wang, Chen & Xiong, Xiong & Shen, Dehua, 2022. "Tail risks, firm characteristics, and stock returns," Pacific-Basin Finance Journal, Elsevier, vol. 75(C).

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    More about this item

    Keywords

    Left-tail risk; Effective attention; Risk aversion; Adjusted Value-at-Risk (VaR); Reversal effect;
    All these keywords.

    JEL classification:

    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets
    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General

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