IDEAS home Printed from https://ideas.repec.org/a/sae/ausman/v38y2013i2p375-400.html
   My bibliography  Save this article

Liquidity in asset pricing: New Australian evidence using low-frequency data

Author

Listed:
  • Daniel Chai

    (Department of Accounting and Finance, Monash University, Australia)

  • Robert Faff

    (UQ Business School, The University of Queensland, Australia; Department of Accounting and Finance, The University of Strathclyde, UK)

  • Philip Gharghori

    (Department of Accounting and Finance, Monash University, Australia)

Abstract

Employing a new proxy for liquidity, this paper examines its impact on stock returns in the context of the Fama-French framework. We augment the Carhart four-factor model with a liquidity factor in our asset pricing tests. Using an extensive dataset drawn from the Australian equities market, we find that liquidity explains a portion of the common variation in stock returns even after controlling for size, book-to-market and momentum. However, our findings suggest that the liquidity factor only adds marginal explanatory power to contemporary asset pricing models.

Suggested Citation

  • Daniel Chai & Robert Faff & Philip Gharghori, 2013. "Liquidity in asset pricing: New Australian evidence using low-frequency data," Australian Journal of Management, Australian School of Business, vol. 38(2), pages 375-400, August.
  • Handle: RePEc:sae:ausman:v:38:y:2013:i:2:p:375-400
    DOI: 10.1177/0312896213489143
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0312896213489143
    Download Restriction: no

    File URL: https://libkey.io/10.1177/0312896213489143?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
    ---><---

    References listed on IDEAS

    as
    1. Nguyen, Nhut H. & Lo, Ka Hei, 2013. "Asset returns and liquidity effects: Evidence from a developed but small market," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1175-1190.
    2. Foster, F Douglas & Viswanathan, S, 1990. "A Theory of the Interday Variations in Volume, Variance, and Trading Costs in Securities Markets," The Review of Financial Studies, Society for Financial Studies, vol. 3(4), pages 593-624.
    3. Geert Bekaert & Campbell R. Harvey & Christian Lundblad, 2007. "Liquidity and Expected Returns: Lessons from Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1783-1831, November.
    4. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    5. Lesmond, David A., 2005. "Liquidity of emerging markets," Journal of Financial Economics, Elsevier, vol. 77(2), pages 411-452, August.
    6. Newey, Whitney K & West, Kenneth D, 1987. "Hypothesis Testing with Efficient Method of Moments Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(3), pages 777-787, October.
    7. 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.
    8. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    9. Brown, Philip & Keim, Donald B. & Kleidon, Allan W. & Marsh, Terry A., 1983. "Stock return seasonalities and the tax-loss selling hypothesis : Analysis of the arguments and Australian evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 105-127, June.
    10. Lesmond, David A & Ogden, Joseph P & Trzcinka, Charles A, 1999. "A New Estimate of Transaction Costs," The Review of Financial Studies, Society for Financial Studies, vol. 12(5), pages 1113-1141.
    11. Tarun Chordia & Lakshmanan Shivakumar & Avanidhar Subrahmanyam, 2004. "Liquidity Dynamics Across Small and Large Firms," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 33(1), pages 111-143, February.
    12. Chang, Yuk Ying & Faff, Robert & Hwang, Chuan-Yang, 2010. "Liquidity and stock returns in Japan: New evidence," Pacific-Basin Finance Journal, Elsevier, vol. 18(1), pages 90-115, January.
    13. Hee‐Joon Ahn & Kee‐Hong Bae & Kalok Chan, 2001. "Limit Orders, Depth, and Volatility: Evidence from the Stock Exchange of Hong Kong," Journal of Finance, American Finance Association, vol. 56(2), pages 767-788, April.
    14. Tarun Chordia & Bhaskaran Swaminathan, 2000. "Trading Volume and Cross‐Autocorrelations in Stock Returns," Journal of Finance, American Finance Association, vol. 55(2), pages 913-935, April.
    15. 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.
    16. Chordia, Tarun & Roll, Richard & Subrahmanyam, Avanidhar, 2000. "Commonality in liquidity," Journal of Financial Economics, Elsevier, vol. 56(1), pages 3-28, April.
    17. Seha M. Tinic, 1972. "The Economics of Liquidity Services," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 86(1), pages 79-93.
    18. Tarun Chordia & Sahn-Wook Huh & Avanidhar Subrahmanyam, 2009. "Theory-Based Illiquidity and Asset Pricing," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3629-3668, September.
    19. Stoll, Hans R, 1978. "The Pricing of Security Dealer Services: An Empirical Study of NASDAQ Stocks," Journal of Finance, American Finance Association, vol. 33(4), pages 1153-1172, September.
    20. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    21. Branch, Ben & Freed, Walter, 1977. "Bid-Asked Spreads on the Amex and the Big Board," Journal of Finance, American Finance Association, vol. 32(1), pages 159-163, March.
    22. 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.
    23. Kyle, Albert S, 1985. "Continuous Auctions and Insider Trading," Econometrica, Econometric Society, vol. 53(6), pages 1315-1335, November.
    24. 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.
    25. Stoll, Hans R. & Whaley, Robert E., 1983. "Transaction costs and the small firm effect," Journal of Financial Economics, Elsevier, vol. 12(1), pages 57-79, June.
    26. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    27. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
    28. Lee, Kuan-Hui, 2011. "The world price of liquidity risk," Journal of Financial Economics, Elsevier, vol. 99(1), pages 136-161, January.
    29. 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.
    30. Howard Chan & Robert Faff & Paul Kofman, 2011. "Is default risk priced in Australian equity? Exploring the role of the business cycle," Australian Journal of Management, Australian School of Business, vol. 36(2), pages 217-246, August.
    31. Weimin Liu & Norman Strong, 2008. "Biases in Decomposing Holding-Period Portfolio Returns," The Review of Financial Studies, Society for Financial Studies, vol. 21(5), pages 2243-2274, September.
    32. Lo, Andrew W & MacKinlay, A Craig, 1990. "Data-Snooping Biases in Tests of Financial Asset Pricing Models," The Review of Financial Studies, Society for Financial Studies, vol. 3(3), pages 431-467.
    33. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    34. Brown, David P & Zhang, Zhi Ming, 1997. "Market Orders and Market Efficiency," Journal of Finance, American Finance Association, vol. 52(1), pages 277-308, March.
    35. 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.
    36. Chan, Howard W. & Faff, Robert W., 2003. "An investigation into the role of liquidity in asset pricing: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 11(5), pages 555-572, November.
    37. 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, December.
    38. Marvin A. Keene & David R. Peterson, 2007. "The Importance Of Liquidity As A Factor In Asset Pricing," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 30(1), pages 91-109, March.
    39. 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.
    40. 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.
    41. Philip Gharghori & Howard Chan & Robert Faff, 2007. "Are the Fama-French Factors Proxying Default Risk?," Australian Journal of Management, Australian School of Business, vol. 32(2), pages 223-249, December.
    42. Marshall, Ben R. & Young, Martin, 2003. "Liquidity and stock returns in pure order-driven markets: evidence from the Australian stock market," International Review of Financial Analysis, Elsevier, vol. 12(2), pages 173-188.
    43. Bernard Bollen & Anthony Skotnicki & Madhu Veeraraghavan, 2009. "Idiosyncratic volatility and security returns: Australian evidence," Applied Financial Economics, Taylor & Francis Journals, vol. 19(19), pages 1573-1579.
    44. Bin Li & Benjamin Liu & Eduardo Roca, 2011. "Stock returns and consumption factors in the Australian market: Cross-sectional tests," Australian Journal of Management, Australian School of Business, vol. 36(2), pages 247-266, August.
    45. Liu, Weimin, 2006. "A liquidity-augmented capital asset pricing model," Journal of Financial Economics, Elsevier, vol. 82(3), pages 631-671, December.
    46. 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.
    47. Datar, Vinay T. & Y. Naik, Narayan & Radcliffe, Robert, 1998. "Liquidity and stock returns: An alternative test," Journal of Financial Markets, Elsevier, vol. 1(2), pages 203-219, August.
    48. Duffee, Gregory R., 1995. "Stock returns and volatility A firm-level analysis," Journal of Financial Economics, Elsevier, vol. 37(3), pages 399-420, March.
    49. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
    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. Hoang, Khoa & Cannavan, Damien & Gaunt, Clive & Huang, Ronghong, 2019. "Is that factor just lucky? Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    2. Yu, Miao & Hu, Xiaolu & Zhong, Angel, 2023. "Trade links and return predictability: The Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    3. Mselmi, Nada & Hamza, Taher & Lahiani, Amine & Shahbaz, Muhammad, 2019. "Pricing corporate financial distress: Empirical evidence from the French stock market," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 13-27.
    4. Vu, Van & Chai, Daniel & Do, Viet, 2015. "Empirical tests on the liquidity-adjusted capital asset pricing model," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 73-89.
    5. Mai, Van Anh (Vivian) & Ang, Tze Chuan ‘Chewie’ & Fang, Victor, 2016. "Aggregate volatility risk and the cross-section of stock returns: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 134-149.
    6. Jelena Minović & Boško Živković, 2012. "Impact Of Liquidity And Size Premium On Equity Price Formation In Serbia," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 57(195), pages 43-78, October -.
    7. Ben R. Marshall & Nhut H. Nguyen & Nuttawat Visaltanachoti & Tom Smith, 2016. "Transaction costs in an illiquid order-driven market," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 56(4), pages 917-933, December.
    8. Frömmel, Michael & Han, Xing & Li, Youwei & Vigne, Samuel A., 2022. "Low liquidity beta anomaly in China," Emerging Markets Review, Elsevier, vol. 50(C).
    9. Faff, Robert & Gharghori, Philip & Nguyen, Annette, 2014. "Non-nested tests of a GDP-augmented Fama–French model versus a conditional Fama–French model in the Australian stock market," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 627-638.
    10. Dean Katselas & Baljit K. Sidhu & Chuan Yu & Tom Smith, 2016. "Merging time-series Australian data across databases: challenges and solutions," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 56(4), pages 1071-1095, December.
    11. Chai, Daniel & Chiah, Mardy & Zhong, Angel, 2019. "Choosing factors: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 58(C).
    12. Nartea, Gilbert V. & Bai, Hengyu & Wu, Ji, 2020. "Investor sentiment and the economic policy uncertainty premium," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    13. Ze-To, Samuel Yau Man, 2016. "Asset liquidity and stock returns," Advances in accounting, Elsevier, vol. 35(C), pages 177-196.
    14. Qi Shi & Bin Li & Adrian (Wai Kong) Cheung & Richard Chung, 2017. "Augmenting the intertemporal CAPM with inflation: Further evidence from alternative models," Australian Journal of Management, Australian School of Business, vol. 42(4), pages 653-672, November.
    15. Philip Gray & Angel Zhong, 2022. "Assessing the usefulness of daily and monthly asset‐pricing factors for Australian equities," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 181-211, March.
    16. Ang, Tze Chuan 'Chewie' & Azad, A.S.M. Sohel & Pham, Thu A.T. & Zhong, Angel, 2021. "Firm efficiency and stock returns: Australian evidence," International Review of Financial Analysis, Elsevier, vol. 78(C).
    17. Robert J. Bianchi & Michael E. Drew & Eduardo Roca & Timothy Whittaker, 2017. "Risk factors in Australian bond returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(2), pages 373-400, June.
    18. Mardy Chiah & Daniel Chai & Angel Zhong & Song Li, 2016. "A Better Model? An Empirical Investigation of the Fama–French Five-factor Model in Australia," International Review of Finance, International Review of Finance Ltd., vol. 16(4), pages 595-638, December.
    19. Benson, Karen & Faff, Robert & Smith, Tom, 2015. "Injecting liquidity into liquidity research," Pacific-Basin Finance Journal, Elsevier, vol. 35(PB), pages 533-540.
    20. Huynh, Nhan, 2023. "Unemployment beta and the cross-section of stock returns: Evidence from Australia," International Review of Financial Analysis, Elsevier, vol. 86(C).

    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. Lischewski, Judith & Voronkova, Svitlana, 2012. "Size, value and liquidity. Do They Really Matter on an Emerging Stock Market?," Emerging Markets Review, Elsevier, vol. 13(1), pages 8-25.
    2. Vu, Van & Chai, Daniel & Do, Viet, 2015. "Empirical tests on the liquidity-adjusted capital asset pricing model," Pacific-Basin Finance Journal, Elsevier, vol. 35(PA), pages 73-89.
    3. Nguyen, Nhut H. & Lo, Ka Hei, 2013. "Asset returns and liquidity effects: Evidence from a developed but small market," Pacific-Basin Finance Journal, Elsevier, vol. 21(1), pages 1175-1190.
    4. Joanna Olbry�, 2014. "Is illiquidity risk priced? The case of the Polish medium-size emerging stock market," Bank i Kredyt, Narodowy Bank Polski, vol. 45(6), pages 513�536-5.
    5. Stereńczak, Szymon & Zaremba, Adam & Umar, Zaghum, 2020. "Is there an illiquidity premium in frontier markets?," Emerging Markets Review, Elsevier, vol. 42(C).
    6. Chai, Daniel & Faff, Robert & Gharghori, Philip, 2010. "New evidence on the relation between stock liquidity and measures of trading activity," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 181-192, June.
    7. Miralles Marcelo, José Luis & Miralles Quirós, María Del Mar & Oliveira, Célia, 2015. "Systematic liquidity: commonality and inter-temporal variation in the Portuguese stock market," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).
    8. Florackis, Chris & Gregoriou, Andros & Kostakis, Alexandros, 2011. "Trading frequency and asset pricing on the London Stock Exchange: Evidence from a new price impact ratio," Journal of Banking & Finance, Elsevier, vol. 35(12), pages 3335-3350.
    9. Kim, Soon-Ho & Lee, Kuan-Hui, 2014. "Pricing of liquidity risks: Evidence from multiple liquidity measures," Journal of Empirical Finance, Elsevier, vol. 25(C), pages 112-133.
    10. Zhang, Yiming & Wang, Guanying, 2020. "Compensation for illiquidity in China: Evidence from an alternative measure," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    11. French, Joseph J. & Taborda, Rodrigo, 2018. "Disentangling the relationship between liquidity and returns in Latin America," Global Finance Journal, Elsevier, vol. 36(C), pages 23-40.
    12. 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.
    13. Amihud, Yakov & Hameed, Allaudeen & Kang, Wenjin & Zhang, Huiping, 2015. "The illiquidity premium: International evidence," Journal of Financial Economics, Elsevier, vol. 117(2), pages 350-368.
    14. Chiang, Thomas C. & Zheng, Dazhi, 2015. "Liquidity and stock returns: Evidence from international markets," Global Finance Journal, Elsevier, vol. 27(C), pages 73-97.
    15. Ho, Tsung-wu & Chang, Shu-Hwa, 2015. "The pricing of liquidity risk on the Shanghai stock market," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 112-130.
    16. De Moor, Lieven & Sercu, Piet, 2013. "The smallest firm effect: An international study," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 129-155.
    17. Cakici, Nusret & Zaremba, Adam, 2021. "Liquidity and the cross-section of international stock returns," Journal of Banking & Finance, Elsevier, vol. 127(C).
    18. Donadelli, Michael & Prosperi, Lorenzo, 2012. "On the role of liquidity in emerging markets stock prices," Research in Economics, Elsevier, vol. 66(4), pages 320-348.
    19. Karstanje, Dennis & Sojli, Elvira & Tham, Wing Wah & van der Wel, Michel, 2013. "Economic valuation of liquidity timing," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5073-5087.
    20. Huh, Sahn-Wook, 2014. "Price impact and asset pricing," Journal of Financial Markets, Elsevier, vol. 19(C), pages 1-38.

    More about this item

    Keywords

    Asset pricing; Australian evidence; Fama-French model; liquidity;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    Statistics

    Access and download statistics

    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:sae:ausman:v:38:y:2013:i:2:p:375-400. 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: SAGE Publications (email available below). General contact details of provider: http://www.agsm.edu.au .

    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.