IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v68y2021ics0927538x21000974.html
   My bibliography  Save this article

Do fund managers time implied tail risk? — Evidence from Chinese mutual funds

Author

Listed:
  • Ni, Zhongxin
  • Wang, Linyu
  • Li, Weishu

Abstract

This study shows that fund managers can time the market-wide implied tail risk using mutual fund data from China. Managers tend to decrease the market exposure when the market-implied tail risk increases. Furthermore, the implied tail risk timing ability brings significant economic value to investors. The top timer outperforms the bottom timer by approximately 2.77%–3.53% annually on excess returns with 30-day holding periods. Also, our findings are reliable when controlling market timing, volatility timing, and implied tail risk factor. Moreover, we discover that funds exhibiting implied tail risk timing ability tend to have long histories and higher flows. However, managers' financial derivatives background would not help in better timing the implied tail risk.

Suggested Citation

  • Ni, Zhongxin & Wang, Linyu & Li, Weishu, 2021. "Do fund managers time implied tail risk? — Evidence from Chinese mutual funds," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    • Handle: RePEc:eee:pacfin:v:68:y:2021:i:c:s0927538x21000974
    DOI: 10.1016/j.pacfin.2021.101590
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X21000974
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.pacfin.2021.101590?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Scholes, Myron & Williams, Joseph, 1977. "Estimating betas from nonsynchronous data," Journal of Financial Economics, Elsevier, vol. 5(3), pages 309-327, December.
    2. Andersen, Torben G. & Todorov, Viktor & Ubukata, Masato, 2021. "Tail risk and return predictability for the Japanese equity market," Journal of Econometrics, Elsevier, vol. 222(1), pages 344-363.
    3. Wattanatorn, Woraphon & Padungsaksawasdi, Chaiyuth & Chunhachinda, Pornchai & Nathaphan, Sarayut, 2020. "Mutual fund liquidity timing ability in the higher moment framework," Research in International Business and Finance, Elsevier, vol. 51(C).
    4. Huang, Tao & Li, Junye, 2019. "Option-Implied variance asymmetry and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 21-36.
    5. Wattanatorn, Woraphon & Padungsaksawasdi, Chaiyuth, 2020. "Coskewness timing ability in the mutual fund industry," Research in International Business and Finance, Elsevier, vol. 53(C).
    6. Li, Xiao-Ming & Rose, Lawrence C., 2009. "The tail risk of emerging stock markets," Emerging Markets Review, Elsevier, vol. 10(4), pages 242-256, December.
    7. Tchamyou, Vanessa S. & Asongu, Simplice A., 2017. "Conditional market timing in the mutual fund industry," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1355-1366.
    8. Yan, Shu, 2011. "Jump risk, stock returns, and slope of implied volatility smile," Journal of Financial Economics, Elsevier, vol. 99(1), pages 216-233, January.
    9. Cao, Charles & Chen, Yong & Liang, Bing & Lo, Andrew W., 2013. "Can hedge funds time market liquidity?," Journal of Financial Economics, Elsevier, vol. 109(2), pages 493-516.
    10. Jung‐Soon Shin & Minki Kim & Dongjun Oh & Tong Suk Kim, 2019. "Do hedge funds time market tail risk? Evidence from option‐implied tail risk," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(2), pages 205-237, February.
    11. Rong Lu & Baizhu Chen & Longbing Xu & Xinhou Xie, 2008. "Redemption puzzle of open-end fund market in China," Psychometrika, Springer;The Psychometric Society, vol. 3(3), pages 430-450, September.
    12. Cao, Charles & Simin, Timothy T. & Wang, Ying, 2013. "Do mutual fund managers time market liquidity?," Journal of Financial Markets, Elsevier, vol. 16(2), pages 279-307.
    13. Yi, Li & Liu, Zilan & He, Lei & Qin, Zilong & Gan, Shunli, 2018. "Do Chinese mutual funds time the market?," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 1-19.
    14. Yong Chen & Bing Han & Jing Pan, 2021. "Sentiment Trading and Hedge Fund Returns," Journal of Finance, American Finance Association, vol. 76(4), pages 2001-2033, August.
    15. Gurdip Bakshi & Nikunj Kapadia & Dilip Madan, 2003. "Stock Return Characteristics, Skew Laws, and the Differential Pricing of Individual Equity Options," Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 101-143.
    16. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    17. Giambona, Erasmo & Golec, Joseph, 2009. "Mutual fund volatility timing and management fees," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 589-599, April.
    18. Kearney, Colm, 2012. "Emerging markets research: Trends, issues and future directions," Emerging Markets Review, Elsevier, vol. 13(2), pages 159-183.
    19. Sha, Yezhou & Gao, Ran, 2019. "Which is the best: A comparison of asset pricing factor models in Chinese mutual fund industry," Economic Modelling, Elsevier, vol. 83(C), pages 8-16.
    20. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    21. Sugato Chakravarty & Huseyin Gulen & Stewart Mayhew, 2004. "Informed Trading in Stock and Option Markets," Journal of Finance, American Finance Association, vol. 59(3), pages 1235-1258, June.
    22. Li, Chenlu & Li, Baibing & Tee, Kai-Hong, 2020. "Are hedge funds active market liquidity timers?," International Review of Financial Analysis, Elsevier, vol. 67(C).
    23. Chen, Yong & Liang, Bing, 2007. "Do Market Timing Hedge Funds Time the Market?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(4), pages 827-856, December.
    24. Yigit Atilgan & Turan G. Bali & K. Ozgur Demirtas, 2015. "Implied Volatility Spreads and Expected Market Returns," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(1), pages 87-101, January.
    25. Zhen, Fang & Ruan, Xinfeng & Zhang, Jin E., 2020. "Left-tail risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    26. Firth, Michael & Lin, Chen & Zou, Hong, 2010. "Friend or Foe? The Role of State and Mutual Fund Ownership in the Split Share Structure Reform in China," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 685-706, June.
    27. Chen, Yong & Ferson, Wayne & Peters, Helen, 2010. "Measuring the timing ability and performance of bond mutual funds," Journal of Financial Economics, Elsevier, vol. 98(1), pages 72-89, October.
    28. Boguth, Oliver & Carlson, Murray & Fisher, Adlai & Simutin, Mikhail, 2011. "Conditional risk and performance evaluation: Volatility timing, overconditioning, and new estimates of momentum alphas," Journal of Financial Economics, Elsevier, vol. 102(2), pages 363-389.
    29. Karagiannis, Nikolaos & Tolikas, Konstantinos, 2019. "Tail Risk and the Cross-Section of Mutual Fund Expected Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(1), pages 425-447, February.
    30. Nicolas P. B. Bollen & Jeffrey A. Busse, 2001. "On the Timing Ability of Mutual Fund Managers," Journal of Finance, American Finance Association, vol. 56(3), pages 1075-1094, June.
    31. Busse, Jeffrey A, 1999. "Volatility Timing in Mutual Funds: Evidence from Daily Returns," Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1009-1041.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ni, Zhongxin & Wang, Linyu, 2023. "The predictability of skewness risk premium on stock returns: Evidence from Chinese market," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 576-594.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yi, Li & Liu, Zilan & He, Lei & Qin, Zilong & Gan, Shunli, 2018. "Do Chinese mutual funds time the market?," Pacific-Basin Finance Journal, Elsevier, vol. 47(C), pages 1-19.
    2. Jung‐Soon Shin & Minki Kim & Dongjun Oh & Tong Suk Kim, 2019. "Do hedge funds time market tail risk? Evidence from option‐implied tail risk," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(2), pages 205-237, February.
    3. Mahfooz Alam & Valeed Ahmad Ansari, 2020. "Mutual fund managers’ market timing abilities: Indian evidence," Journal of Asset Management, Palgrave Macmillan, vol. 21(4), pages 342-354, July.
    4. Mahfooz Alam & Valeed Ahmad Ansari, 0. "Mutual fund managers’ market timing abilities: Indian evidence," Journal of Asset Management, Palgrave Macmillan, vol. 0, pages 1-13.
    5. Wattanatorn, Woraphon & Padungsaksawasdi, Chaiyuth & Chunhachinda, Pornchai & Nathaphan, Sarayut, 2020. "Mutual fund liquidity timing ability in the higher moment framework," Research in International Business and Finance, Elsevier, vol. 51(C).
    6. Zheng, Yao & Osmer, Eric & Bai, Yidan, 2021. "Timing market confidence in the Chinese domestic security market," The Quarterly Review of Economics and Finance, Elsevier, vol. 82(C), pages 298-311.
    7. Liao, Li & Zhang, Xueyong & Zhang, Yeqing, 2017. "Mutual fund managers' timing abilities," Pacific-Basin Finance Journal, Elsevier, vol. 44(C), pages 80-96.
    8. Wattanatorn, Woraphon & Padungsaksawasdi, Chaiyuth, 2020. "Coskewness timing ability in the mutual fund industry," Research in International Business and Finance, Elsevier, vol. 53(C).
    9. Yi, Li & He, Lei, 2016. "False discoveries in style timing of Chinese mutual funds," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 194-208.
    10. Jiang, George J. & Zaynutdinova, Gulnara R. & Zhang, Huacheng, 2021. "Stock-selection timing," Journal of Banking & Finance, Elsevier, vol. 125(C).
    11. Jitmaneeroj, Boonlert, 2023. "Time-varying fund manager skills of socially responsible investing (SRI) funds in developed and emerging markets," Research in International Business and Finance, Elsevier, vol. 64(C).
    12. Sebastian Bunnenberg & Martin Rohleder & Hendrik Scholz & Marco Wilkens, 2019. "Jensen's alpha and the market‐timing puzzle," Review of Financial Economics, John Wiley & Sons, vol. 37(2), pages 234-255, April.
    13. Haehean Park & Baeho Kim & Hyeongsop Shim, 2019. "A smiling bear in the equity options market and the cross‐section of stock returns," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(11), pages 1360-1382, November.
    14. Ferson, Wayne & Mo, Haitao, 2016. "Performance measurement with selectivity, market and volatility timing," Journal of Financial Economics, Elsevier, vol. 121(1), pages 93-110.
    15. Sha, Yezhou, 2020. "The devil in the style: Mutual fund style drift, performance and common risk factors," Economic Modelling, Elsevier, vol. 86(C), pages 264-273.
    16. Zheng, Yao & Osmer, Eric & Zheng, Liancun, 2021. "Can mutual fund managers time commonality in stock market misvaluation?," Journal of Economics and Business, Elsevier, vol. 117(C).
    17. Zheng, Yao & Osmer, Eric & Zhang, Ruiyi, 2018. "Sentiment hedging: How hedge funds adjust their exposure to market sentiment," Journal of Banking & Finance, Elsevier, vol. 88(C), pages 147-160.
    18. S. Pavithra & Parthajit Kayal, 2023. "A Study of Investment Style Timing of Mutual Funds in India," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 30(1), pages 49-72, March.
    19. Fabian Hollstein & Marcel Prokopczuk & Chardin Wese Simen, 2020. "The Conditional Capital Asset Pricing Model Revisited: Evidence from High-Frequency Betas," Management Science, INFORMS, vol. 66(6), pages 2474-2494, June.
    20. Wattanatorn, Woraphon & Padungsaksawasdi, Chaiyuth, 2021. "Cokurtosis and the Ability of Mutual Fund Managers," Finance Research Letters, Elsevier, vol. 40(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:pacfin:v:68:y:2021:i:c:s0927538x21000974. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/pacfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.