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Market Crash Risk and the Cross‐Section of Stock Returns: Evidence in China

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  • Aoran Zhang
  • Chunyang Zhou

Abstract

This study proposes a novel model‐free market crash index designed to capture time‐varying left‐tail risks, which can be replicated using option portfolios. We construct market volatility and crash indices utilising SSE 50 ETF option data, subsequently investigating the pricing mechanisms of market volatility and crash risks across the cross‐section of stock returns in the Chinese stock market. Our findings indicate that stocks with high exposure to market volatility and crash risk tend to have significantly lower average returns. Notably, the risk premia associated with these factors become more substantial when excluding state‐owned enterprises or small‐cap stocks.

Suggested Citation

  • Aoran Zhang & Chunyang Zhou, 2025. "Market Crash Risk and the Cross‐Section of Stock Returns: Evidence in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 65(3), pages 2935-2949, September.
    • Handle: RePEc:bla:acctfi:v:65:y:2025:i:3:p:2935-2949
    DOI: 10.1111/acfi.70025
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    References listed on IDEAS

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    1. Martijn Cremers & Michael Halling & David Weinbaum, 2015. "Aggregate Jump and Volatility Risk in the Cross-Section of Stock Returns," Journal of Finance, American Finance Association, vol. 70(2), pages 577-614, April.
    2. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    3. George P Gao & Pengjie Gao & Zhaogang Song, 2018. "Do Hedge Funds Exploit Rare Disaster Concerns?," The Review of Financial Studies, Society for Financial Studies, vol. 31(7), pages 2650-2692.
    4. Borisova, Ginka & Fotak, Veljko & Holland, Kateryna & Megginson, William L., 2015. "Government ownership and the cost of debt: Evidence from government investments in publicly traded firms," Journal of Financial Economics, Elsevier, vol. 118(1), pages 168-191.
    5. Jegadeesh, Narasimhan, 1990. "Evidence of Predictable Behavior of Security Returns," Journal of Finance, American Finance Association, vol. 45(3), pages 881-898, July.
    6. Campbell, John Y, 1996. "Understanding Risk and Return," Journal of Political Economy, University of Chicago Press, vol. 104(2), pages 298-345, April.
    7. Ian Martin, 2017. "What is the Expected Return on the Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 367-433.
    8. Bates, David S., 2008. "The market for crash risk," Journal of Economic Dynamics and Control, Elsevier, vol. 32(7), pages 2291-2321, July.
    9. Zhenlong Zheng & Zhengyun Jiang & Rong Chen, 2017. "AVIX: An Improved VIX Based on Stochastic Interest Rates and an Adaptive Screening Mechanism," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 37(4), pages 374-410, April.
    10. Xie, Feng & Anderson, Hamish D. & Chi, Jing & Liao, Jing, 2019. "Does residual state ownership increase stock return volatility? Evidence from China's secondary privatization," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 234-251.
    11. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    12. Chang, Bo Young & Christoffersen, Peter & Jacobs, Kris, 2013. "Market skewness risk and the cross section of stock returns," Journal of Financial Economics, Elsevier, vol. 107(1), pages 46-68.
    13. Yunqi Fan & Fangzhao Zhou & Yunbi An & Jun Yang, 2021. "Investor Sentiment and Stock Price Crash Risk: Evidence from China," Global Economic Review, Taylor & Francis Journals, vol. 50(4), pages 310-339, October.
    14. Ian W. R. Martin & Christian Wagner, 2019. "What Is the Expected Return on a Stock?," Journal of Finance, American Finance Association, vol. 74(4), pages 1887-1929, August.
    15. Merton, Robert C., 1976. "Option pricing when underlying stock returns are discontinuous," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 125-144.
    16. Gurdip Bakshi & Nikunj Kapadia & Dilip Madan, 2003. "Stock Return Characteristics, Skew Laws, and the Differential Pricing of Individual Equity Options," The Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 101-143.
    17. Xiao, Jihong & Chen, Xian & Li, Yang & Wen, Fenghua, 2022. "Oil price uncertainty and stock price crash risk: Evidence from China," Energy Economics, Elsevier, vol. 112(C).
    18. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    19. Qing Liu & Shouyang Wang & Cong Sui, 2023. "Market volatility, market skewness, and the cross-section of expected returns in Chinese equity markets," Applied Economics, Taylor & Francis Journals, vol. 55(49), pages 5816-5832, October.
    20. Tang, Yunshu & Xie, Wenyan & Li, Dong Andrew & Ruan, Yaoyun, 2023. "Market liquidity migration’s effects on the relationship between stock liquidity and stock price crash risk: Evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 91(C), pages 158-169.
    21. Cao, Jiahui & Wen, Fenghua & Zhang, Yue & Yin, Zhujia & Zhang, Yun, 2022. "Idiosyncratic volatility and stock price crash risk: Evidence from china," Finance Research Letters, Elsevier, vol. 44(C).
    22. Heston, Steven L, 1993. "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options," The Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 327-343.
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