IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this article

The pricing of liquidity risk on the Shanghai stock market

Listed author(s):
  • Ho, Tsung-wu
  • Chang, Shu-Hwa
Registered author(s):

    This study investigates whether liquidity is a source of priced systematic risk in stock returns of the Shanghai stock market in China. It is found that the cross-sectional expected stock returns are related to the sensitivities of returns to fluctuations in aggregate market liquidity. This research contributes to the literature in two ways: First, in addition to conventional portfolio sorting of liquidity beta quintiles, the threshold estimates of portfolio regimes are examined, that is, portfolios are sorted by estimated liquidity betas; the usefulness of threshold portfolio sorting is confirmed, which further confirms that liquidity risk is substantially priced. Second, among four liquidity measures, the Pastor and Stambaugh (2003) and Amihud measures outperform others in identifying the liquidity risk premium. Moreover, evidence from quantile regression provides robust confirmation of the results.

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056014002147
    Download Restriction: Full text for ScienceDirect subscribers only

    As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

    Article provided by Elsevier in its journal International Review of Economics & Finance.

    Volume (Year): 38 (2015)
    Issue (Month): C ()
    Pages: 112-130

    as
    in new window

    Handle: RePEc:eee:reveco:v:38:y:2015:i:c:p:112-130
    DOI: 10.1016/j.iref.2014.12.006
    Contact details of provider: Web page: http://www.elsevier.com/locate/inca/620165

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

    as
    in new window


    1. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. Amihud, Yakov & Mendelson, Haim & Pedersen, Lasse Heje, 2006. "Liquidity and Asset Prices," Foundations and Trends(R) in Finance, now publishers, vol. 1(4), pages 269-364, February.
    3. Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    4. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
    5. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    6. Brennan, Michael J. & Subrahmanyam, Avanidhar, 1996. "Market microstructure and asset pricing: On the compensation for illiquidity in stock returns," Journal of Financial Economics, Elsevier, vol. 41(3), pages 441-464, July.
    7. Hasbrouck, Joel, 2004. "Liquidity in the Futures Pits: Inferring Market Dynamics from Incomplete Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(02), pages 305-326, June.
    8. Tarun Chordia, 2001. "Market Liquidity and Trading Activity," Journal of Finance, American Finance Association, vol. 56(2), pages 501-530, 04.
    9. He, Yan & Wang, Junbo & Wu, Chunchi, 2013. "Domestic versus foreign equity shares: Which are more costly to trade in the Chinese market?," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 465-481.
    10. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    11. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2000. "Commonality in liquidity," Journal of Financial Economics, Elsevier, vol. 56(1), pages 3-28, April.
    12. Huberman, Gur & Halka, Dominika, 2001. "Systematic Liquidity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(2), pages 161-178, Summer.
    13. Ross Levine & Sergio L. Schmukler, 2006. "Internationalization and Stock Market Liquidity," Review of Finance, European Finance Association, vol. 10(1), pages 153-187.
    14. 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.
    15. Howard W. Chan & Robert W. Faff, 2005. "Asset Pricing and the Illiquidity Premium," The Financial Review, Eastern Finance Association, vol. 40(4), pages 429-458, November.
    16. Lee, Kuan-Hui, 2011. "The world price of liquidity risk," Journal of Financial Economics, Elsevier, vol. 99(1), pages 136-161, January.
    17. Froot, Kenneth A. & O'Connell, Paul G. J. & Seasholes, Mark S., 2001. "The portfolio flows of international investors," Journal of Financial Economics, Elsevier, vol. 59(2), pages 151-193, February.
    18. Lesmond, David A., 2005. "Liquidity of emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 411-452, August.
    19. Chung, Shifei & Wei, Peihwang, 2005. "The relationship between bid-ask spreads and holding periods: The case of Chinese A and B shares," Global Finance Journal, Elsevier, vol. 15(3), pages 239-249, February.
    20. Lam, Keith S.K. & Tam, Lewis H.K., 2011. "Liquidity and asset pricing: Evidence from the Hong Kong stock market," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2217-2230, September.
    21. Yao, Juan & Ma, Chuanchan & He, William Peng, 2014. "Investor herding behaviour of Chinese stock market," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 12-29.
    22. French, Kenneth R. & Schwert, G. William & Stambaugh, Robert F., 1987. "Expected stock returns and volatility," Journal of Financial Economics, Elsevier, vol. 19(1), pages 3-29, September.
    23. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    24. Basu, S, 1977. "Investment Performance of Common Stocks in Relation to Their Price-Earnings Ratios: A Test of the Efficient Market Hypothesis," Journal of Finance, American Finance Association, vol. 32(3), pages 663-682, June.
    25. Jegadeesh, Narasimhan, 1990. " Evidence of Predictable Behavior of Security Returns," Journal of Finance, American Finance Association, vol. 45(3), pages 881-898, July.
    26. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    27. Gibson, Rajna & Mougeot, Nicolas, 2004. "The pricing of systematic liquidity risk: Empirical evidence from the US stock market," Journal of Banking & Finance, Elsevier, vol. 28(1), pages 157-178, January.
    28. 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.
    29. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    30. Goyenko, Ruslan Y. & Holden, Craig W. & Trzcinka, Charles A., 2009. "Do liquidity measures measure liquidity?," Journal of Financial Economics, Elsevier, vol. 92(2), pages 153-181, May.
    31. Lawrence H. Summers, 2000. "International Financial Crises: Causes, Prevention, and Cures," American Economic Review, American Economic Association, vol. 90(2), pages 1-16, May.
    32. Fama, Eugene F & French, Kenneth R, 1996. " Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    33. Gur Huberman & Dominika Halka, 2001. "Systematic Liquidity," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 24(2), pages 161-178, 06.
    34. Black, Fischer, 1976. "The pricing of commodity contracts," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 167-179.
    35. Narayan, Paresh Kumar & Zheng, Xinwei, 2010. "Market liquidity risk factor and financial market anomalies: Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 509-520, November.
    36. Eleswarapu, Venkat R. & Reinganum, Marc R., 1993. "The seasonal behavior of the liquidity premium in asset pricing," Journal of Financial Economics, Elsevier, vol. 34(3), pages 373-386, December.
    37. Martinez, Miguel A. & Nieto, Belen & Rubio, Gonzalo & Tapia, Mikel, 2005. "Asset pricing and systematic liquidity risk: An empirical investigation of the Spanish stock market," International Review of Economics & Finance, Elsevier, vol. 14(1), pages 81-103.
    38. K. Geert Rouwenhorst, 1999. "Local Return Factors and Turnover in Emerging Stock Markets," Journal of Finance, American Finance Association, vol. 54(4), pages 1439-1464, 08.
    39. Manapon Limkriangkrai & Robert B. Durand & Iain Watson, 2008. "Is liquidity the missing link?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 48(5), pages 829-845.
    40. Lin, Hai & Wang, Junbo & Wu, Chunchi, 2011. "Liquidity risk and expected corporate bond returns," Journal of Financial Economics, Elsevier, vol. 99(3), pages 628-650, March.
    41. 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.
    42. Doron Avramov & Tarun Chordia, 2006. "Asset Pricing Models and Financial Market Anomalies," Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 1001-1040.
    Full references (including those not matched with items on IDEAS)

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    When requesting a correction, please mention this item's handle: RePEc:eee:reveco:v:38:y:2015:i:c:p:112-130. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Dana Niculescu)

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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

    This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.