IDEAS home Printed from https://ideas.repec.org/a/eee/pacfin/v37y2016icp104-115.html
   My bibliography  Save this article

Australian firm characteristics and the cross-section variation in equity returns

Author

Listed:
  • Heaney, Richard
  • Koh, SzeKee
  • Lan, Yihui

Abstract

Drawing on the work of Fama and French (1992) and Hou et al. (2011), this study tests the explanatory power of firm characteristics over expected returns for a large sample of Australian firms spanning the period from 1993 to 2012. Consistent with Hou et al. (2011), we find support for size and cash flows for both the full study period and the pre global financial crisis period. There are three significant aspects of this work. First, the impact of some firm characteristics appears sensitive to sample period. We find a premium to firms paying dividends during the pre-global financial crisis (GFC) period, suggesting that franking credits are valuable to Australian shareholders. This is not strongly supported for the full sample. We also observe evidence of a premium to unlevered stocks for the full study period, which is not evident in the pre-GFC period. Second, we use the Fama and French (2015) five factor model to adjust for risk and compare the results with the benchmark Fama and French (1992, 1993) three factor model. Finally, to address the errors-in-variables (EIV) problem, we focus on the risk correction approach developed by Brennan et al. (1998), instead of the traditional Fama and MacBeth (1973) approach.

Suggested Citation

  • Heaney, Richard & Koh, SzeKee & Lan, Yihui, 2016. "Australian firm characteristics and the cross-section variation in equity returns," Pacific-Basin Finance Journal, Elsevier, vol. 37(C), pages 104-115.
  • Handle: RePEc:eee:pacfin:v:37:y:2016:i:c:p:104-115
    DOI: 10.1016/j.pacfin.2016.03.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927538X16300166
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.pacfin.2016.03.001?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. Lewellen, Jonathan, 2015. "The Cross-section of Expected Stock Returns," Critical Finance Review, now publishers, vol. 4(1), pages 1-44, June.
    2. Annette Nguyen & Robert Faff & Philip Gharghori, 2009. "Are the Fama–French factors proxying news related to GDP growth? The Australian evidence," Review of Quantitative Finance and Accounting, Springer, vol. 33(2), pages 141-158, August.
    3. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    4. Eugene F. Fama & Kenneth R. French, 2008. "Dissecting Anomalies," Journal of Finance, American Finance Association, vol. 63(4), pages 1653-1678, August.
    5. Michael Dempsey, 2010. "The book-to-market equity ratio as a proxy for risk: evidence from Australian markets," Australian Journal of Management, Australian School of Business, vol. 35(1), pages 7-21, April.
    6. Karen Benson & Robert Faff & Tom Smith & Steven Cahan, 2014. "Fifty years of finance research in the Asia Pacific Basin," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(2), pages 335-363, June.
    7. Durand, Robert B. & Lan, Yihui & Ng, Andrew, 2011. "Conditional beta: Evidence from Asian emerging markets," Global Finance Journal, Elsevier, vol. 22(2), pages 130-153.
    8. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    9. David J. Beggs & Christopher L. Skeels, 2006. "Market Arbitrage of Cash Dividends and Franking Credits," The Economic Record, The Economic Society of Australia, vol. 82(258), pages 239-252, September.
    10. Denis, David J. & Osobov, Igor, 2008. "Why do firms pay dividends? International evidence on the determinants of dividend policy," Journal of Financial Economics, Elsevier, vol. 89(1), pages 62-82, July.
    11. Galariotis, Emilios C., 2010. "What should we know about momentum investing? The case of the Australian Security Exchange," Pacific-Basin Finance Journal, Elsevier, vol. 18(4), pages 369-389, September.
    12. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    13. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    14. Robert Faff, 2001. "An Examination of the Fama and French Three-Factor Model Using Commercially Available Factors," Australian Journal of Management, Australian School of Business, vol. 26(1), pages 1-17, June.
    15. De Bondt, Werner F M & Thaler, Richard, 1985. "Does the Stock Market Overreact?," Journal of Finance, American Finance Association, vol. 40(3), pages 793-805, July.
    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. 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.
    18. Narasimhan Jegadeesh & Sheridan Titman, 2001. "Profitability of Momentum Strategies: An Evaluation of Alternative Explanations," Journal of Finance, American Finance Association, vol. 56(2), pages 699-720, April.
    19. Daniel, Kent & Titman, Sheridan, 1997. "Evidence on the Characteristics of Cross Sectional Variation in Stock Returns," Journal of Finance, American Finance Association, vol. 52(1), pages 1-33, March.
    20. K. Geert Rouwenhorst, 1998. "International Momentum Strategies," Journal of Finance, American Finance Association, vol. 53(1), pages 267-284, February.
    21. Paul van Rensburg & Emile Janari, 2008. "Firm-specific characteristics and the cross-section of Australian stock exchange returns," Journal of Asset Management, Palgrave Macmillan, vol. 9(3), pages 193-214, September.
    22. Gray, Philip & Johnson, Jessica, 2011. "The relationship between asset growth and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 670-680, March.
    23. Tim Brailsford & Clive Gaunt & Michael A O’Brien, 2012. "Size and book-to-market factors in Australia," Australian Journal of Management, Australian School of Business, vol. 37(2), pages 261-281, August.
    24. Philip Gharghori & Ronald Lee & Madhu Veeraraghavan, 2009. "Anomalies and stock returns: Australian evidence," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 49(3), pages 555-576, September.
    25. 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.
    26. Gharghori, Philip & Chan, Howard & Faff, Robert, 2009. "Default risk and equity returns: Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 17(5), pages 580-593, November.
    27. 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.
    28. Stan Hurn & Vlad Pavlov, 2003. "Momentum in Australian Stock Returns," Australian Journal of Management, Australian School of Business, vol. 28(2), pages 141-155, September.
    29. Michael A. O’Brien & Tim Brailsford & Clive Gaunt, 2010. "Interaction of size, book‐to‐market and momentum effects in Australia," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(1), pages 197-219, March.
    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. 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.
    32. Robert B. Durand & Manapon Limkriangkrai & Gary Smith, 2006. "In America's thrall: the effects of the US market and US security characteristics on Australian stock returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 46(4), pages 577-604, December.
    33. Clive Gaunt, 2004. "Size and book to market effects and the Fama French three factor asset pricing model: evidence from the Australian stockmarket," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 44(1), pages 27-44, March.
    34. Kewei Hou & G. Andrew Karolyi & Bong-Chan Kho, 2011. "What Factors Drive Global Stock Returns?," Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2527-2574.
    35. Michael J. Cooper & Roberto C. Gutierrez & Allaudeen Hameed, 2004. "Market States and Momentum," Journal of Finance, American Finance Association, vol. 59(3), pages 1345-1365, June.
    36. 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.
    37. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    38. A. S. Hurn & V.Pavlov, 2008. "Momentum in Australian Stock Returns: An Update," NCER Working Paper Series 23, National Centre for Econometric Research, revised 26 Feb 2008.
    39. Robert Faff & David Hillier & Justin Wood, 2000. "Beta and Return: Implications of Australia's Dividend Imputation Tax System," Australian Journal of Management, Australian School of Business, vol. 25(3), pages 245-260, December.
    40. 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.
    41. Black, Fischer, 1972. "Capital Market Equilibrium with Restricted Borrowing," The Journal of Business, University of Chicago Press, vol. 45(3), pages 444-455, July.
    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. Nina Ryan & Xinfeng Ruan & Jin E. Zhang & Jing A. Zhang, 2021. "Choosing Factors for the Vietnamese Stock Market," JRFM, MDPI, vol. 14(3), pages 1-23, February.

    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. Amit Goyal, 2012. "Empirical cross-sectional asset pricing: a survey," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(1), pages 3-38, March.
    2. Eero Pätäri & Timo Leivo, 2017. "A Closer Look At Value Premium: Literature Review And Synthesis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 79-168, February.
    3. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, November.
    4. Joachim Freyberger & Andreas Neuhierl & Michael Weber, 2020. "Dissecting Characteristics Nonparametrically," The Review of Financial Studies, Society for Financial Studies, vol. 33(5), pages 2326-2377.
    5. Hoang, Khoa & Cannavan, Damien & Gaunt, Clive & Huang, Ronghong, 2019. "Is that factor just lucky? Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    6. Zhong, Angel, 2018. "Idiosyncratic volatility in the Australian equity market," Pacific-Basin Finance Journal, Elsevier, vol. 50(C), pages 105-125.
    7. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    8. Hanauer, Matthias X. & Lauterbach, Jochim G., 2019. "The cross-section of emerging market stock returns," Emerging Markets Review, Elsevier, vol. 38(C), pages 265-286.
    9. Zhong, Angel & Limkriangkrai, Manapon & Gray, Philip, 2014. "Anomalies, risk adjustment and seasonality: Australian evidence," International Review of Financial Analysis, Elsevier, vol. 35(C), pages 207-218.
    10. Clarke, Charles, 2022. "The level, slope, and curve factor model for stocks," Journal of Financial Economics, Elsevier, vol. 143(1), pages 159-187.
    11. Zura Kakushadze & Willie Yu, 2016. "Multifactor Risk Models and Heterotic CAPM," Papers 1602.04902, arXiv.org, revised Mar 2016.
    12. Anton Astakhov & Tomas Havranek & Jiri Novak, 2019. "Firm Size And Stock Returns: A Quantitative Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 33(5), pages 1463-1492, December.
    13. Fletcher, Jonathan, 2018. "Betas V characteristics: Do stock characteristics enhance the investment opportunity set in U.K. stock returns?," The North American Journal of Economics and Finance, Elsevier, vol. 46(C), pages 114-129.
    14. Docherty, Paul & Chan, Howard & Easton, Steve, 2013. "Can we treat empirical regularities as state variables in the ICAPM? Evidence from Australia," Pacific-Basin Finance Journal, Elsevier, vol. 22(C), pages 107-124.
    15. repec:fau:fauart:v:65:y:2015:i:1:p:84-104 is not listed on IDEAS
    16. Kewei Hou & Chen Xue & Lu Zhang, 2017. "Replicating Anomalies," NBER Working Papers 23394, National Bureau of Economic Research, Inc.
    17. Avanidhar Subrahmanyam, 2010. "The Cross†Section of Expected Stock Returns: What Have We Learnt from the Past Twenty†Five Years of Research?," European Financial Management, European Financial Management Association, vol. 16(1), pages 27-42, January.
    18. Zura Kakushadze, 2015. "Heterotic Risk Models," Papers 1508.04883, arXiv.org, revised Jan 2016.
    19. Waszczuk, Antonina, 2013. "A risk-based explanation of return patterns—Evidence from the Polish stock market," Emerging Markets Review, Elsevier, vol. 15(C), pages 186-210.
    20. Zura Kakushadze & Willie Yu, 2016. "Statistical Risk Models," Papers 1602.08070, arXiv.org, revised Jan 2017.
    21. Cakici, Nusret & Zaremba, Adam, 2023. "Recency bias and the cross-section of international stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 84(C).

    More about this item

    Keywords

    Asset pricing; Size; Book to market; Momentum; Cash flow; Earnings; Leverage; Dividends; Penny stocks;
    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:eee:pacfin:v:37:y:2016:i:c:p:104-115. 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.