IDEAS home Printed from https://ideas.repec.org/a/spr/chfecr/v5y2017i1d10.1186_s40589-017-0051-5.html
   My bibliography  Save this article

Whether profitability and investment factors have additional explanatory power comparing with Fama-French Three-Factor Model: empirical evidence on Chinese A-share stock market

Author

Listed:
  • Wenting Jiao

    (IGR-IAE Université de Rennes 1)

  • Jean-Jacques Lilti

    (IGR-IAE Université de Rennes 1)

Abstract

Background Fama and French propose a five-factor model that contains the market factor and factors related to size, book-to-market equity ratio, profitability, and investment, which outperforms the Fama-French Three-Factor Model in their paper in 2014. This study investigates the performance of Fama-French Five-Factor Model and compare with that of Fama-French Three-Factor Model on Chinese A-share stock market. Methods Portfolios are constructed following Fama and French method. The OLS is applied to running time-series regressions; the t-statistics of regression coefficients are corrected for heteroscedasticity and autocorrelation using the Newey-West estimator with five lags. Results The empirical results show that Fama-French Five-Factor Model explanatory power has differences among different sets of portfolios. In comparison with Fama-French Three-Factor Model, the presence of profitability and investment factors seem not to capture more variations of expected stock returns than the three-factor model except for six value-weighted portfolios formed on size and operating profitability. Conclusions Profitability and investment factors do not have much additional explanatory power, and Fama-French Five-Factor Model does not have significant improvement in explaining average excess stock returns comparing with the original three-factor model on Chinese A-share stock market, which is inconsistent with the findings on US stock market.

Suggested Citation

  • Wenting Jiao & Jean-Jacques Lilti, 2017. "Whether profitability and investment factors have additional explanatory power comparing with Fama-French Three-Factor Model: empirical evidence on Chinese A-share stock market," China Finance and Economic Review, Springer, vol. 5(1), pages 1-19, December.
  • Handle: RePEc:spr:chfecr:v:5:y:2017:i:1:d:10.1186_s40589-017-0051-5
    DOI: 10.1186/s40589-017-0051-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40589-017-0051-5
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40589-017-0051-5?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. Chi-Hsiou D. Hung & Qiuliang Chen & Victor Fang, 2015. "Non-Tradable Share Reform, Liquidity, and Stock Returns in China," International Review of Finance, International Review of Finance Ltd., vol. 15(1), pages 27-54, March.
    2. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    3. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    4. 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.
    5. Cohen, Randolph B. & Gompers, Paul A. & Vuolteenaho, Tuomo, 2002. "Who underreacts to cash-flow news? evidence from trading between individuals and institutions," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 409-462.
    6. Wang, Yuenan & Di Iorio, Amalia, 2007. "The cross section of expected stock returns in the Chinese A-share market," Global Finance Journal, Elsevier, vol. 17(3), pages 335-349, March.
    7. Kewei Hou & Chen Xue & Lu Zhang, 2015. "Editor's Choice Digesting Anomalies: An Investment Approach," The Review of Financial Studies, Society for Financial Studies, vol. 28(3), pages 650-705.
    8. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    9. 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.
    10. Titman, Sheridan & Wei, K. C. John & Xie, Feixue, 2004. "Capital Investments and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(4), pages 677-700, December.
    11. repec:sae:ausman:v:28:y:2003:i:2:p:119-139 is not listed on IDEAS
    12. Fama, Eugene F. & French, Kenneth R., 2006. "Profitability, investment and average returns," Journal of Financial Economics, Elsevier, vol. 82(3), pages 491-518, December.
    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. Dewa Nyoman Wiryasantika Wedagama & Dedi Budiman Hakim & Bambang Juanda & Trias Andati, 2022. "Implementation of Capm, Fama-French Three-Factor, and Five-Factor in Indonesia Stock Exchange and Cement Industry Sector," International Journal of Economics and Financial Issues, Econjournals, vol. 12(2), pages 52-60, March.
    2. Sawaliya, Priya & Sinha, Pankaj, 2018. "Behaviour of asset pricing models in pre and post-recession period: an evidence from India," MPRA Paper 93084, University Library of Munich, Germany, revised 22 Jan 2019.
    3. Kiran Lohano & Muhammad Kashif, 2018. "Testing asset pricing models on the Pakistan Stock Exchange," Business Review, School of Economics and Social Sciences, IBA Karachi, vol. 13(2), pages 1-19, July-Dece.
    4. Li, Zhuolei & Diao, Xundi & Wu, Chongfeng, 2022. "The influence of mobile trading on return dispersion and herding behavior," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    5. Güler ARAS & İlhan ÇAM & Bilal ZAVALSIZ & Serkan KESKİN, 2018. "Fama-French Çok Faktör Varlık Fiyatlama Modellerinin Performanslarının Karşılaştırılması: Borsa İstanbul Üzerine Bir Uygulama," Istanbul Business Research, Istanbul University Business School, vol. 47(2), pages 183-207, November.
    6. ZEREN, Feyyaz & YILMAZ, Tayfun & BELKE, Murat, 2019. "Testing The Validity Of Fama French Five Factor Asset Pricing Model: Evidence From Turkey," Studii Financiare (Financial Studies), Centre of Financial and Monetary Research "Victor Slavescu", vol. 23(2), pages 97-113, June.
    7. Pablo Cristini Guedes & Fernanda Maria Müller & Marcelo Brutti Righi, 2023. "Risk measures-based cluster methods for finance," Risk Management, Palgrave Macmillan, vol. 25(1), pages 1-56, March.
    8. Zhijing Zhang & Yue Yu & Qinghua Ma & Haixiang Yao, 2021. "A revised comparison between FF five-factor model and three-factor model,based on China's A-share market," Papers 2112.03170, arXiv.org.
    9. Pujian Yang & Liu Yang, 2022. "Asset pricing and nominal price illusion in China," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-9, December.

    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. Clarke, Charles, 2022. "The level, slope, and curve factor model for stocks," Journal of Financial Economics, Elsevier, vol. 143(1), pages 159-187.
    2. Kanis Saengchote, 2020. "Profitability, Investment and Asset Pricing: Reconciling the Valuation and the q-Theory Approaches in the Thai Stock Market," PIER Discussion Papers 124, Puey Ungphakorn Institute for Economic Research.
    3. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, October.
    4. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    5. Kewei Hou & Haitao Mo & Chen Xue & Lu Zhang, 2019. "Which Factors?," Review of Finance, European Finance Association, vol. 23(1), pages 1-35.
    6. Doron Avramov & Guy Kaplanski & Avanidhar Subrahmanyam, 2022. "Postfundamentals Price Drift in Capital Markets: A Regression Regularization Perspective," Management Science, INFORMS, vol. 68(10), pages 7658-7681, October.
    7. Franke, Benedikt & Müller, Sebastian & Müller, Sonja, 2017. "The q-factors and expected bond returns," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 19-35.
    8. Moinak Maiti & Darko Vuković, 2020. "Role of human assets in measuring firm performance and its implication for firm valuation," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 9(1), pages 1-27, December.
    9. Robert F. Stambaugh & Yu Yuan, 2017. "Mispricing Factors," The Review of Financial Studies, Society for Financial Studies, vol. 30(4), pages 1270-1315.
    10. Kewei Hou & Chen Xue & Lu Zhang, 2017. "Replicating Anomalies," NBER Working Papers 23394, National Bureau of Economic Research, Inc.
    11. Wikrom Prombutr & Chanwit Phengpis & Ying Zhang, 2023. "Anomalies in U.S. REIT Returns: Evidence for and against the Q-theory," International Real Estate Review, Global Social Science Institute, vol. 26(1), pages 43-71.
    12. Hoang, Khoa & Cannavan, Damien & Gaunt, Clive & Huang, Ronghong, 2019. "Is that factor just lucky? Australian evidence," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    13. Kaserer Christoph & Hanauer Matthias X., 2017. "25 Jahre Fama-French-Modell: Erklärungsgehalt, Anomalien und praktische Implikationen," Perspektiven der Wirtschaftspolitik, De Gruyter, vol. 18(2), pages 98-116, June.
    14. Stephen A. Gorman & Frank J. Fabozzi, 2021. "The ABC’s of the alternative risk premium: academic roots," Journal of Asset Management, Palgrave Macmillan, vol. 22(6), pages 405-436, October.
    15. Berggrun, Luis & Cardona, Emilio & Lizarzaburu, Edmundo, 2020. "Firm profitability and expected stock returns: Evidence from Latin America," Research in International Business and Finance, Elsevier, vol. 51(C).
    16. Sara Kelly Anzinger & Chinmoy Ghosh & Milena Petrova, 2017. "The Other Side of Value: The Effect of Quality on Price and Return in Real Estate," The Journal of Real Estate Finance and Economics, Springer, vol. 54(3), pages 429-457, April.
    17. Cederburg, Scott & O’Doherty, Michael S. & Wang, Feifei & Yan, Xuemin (Sterling), 2020. "On the performance of volatility-managed portfolios," Journal of Financial Economics, Elsevier, vol. 138(1), pages 95-117.
    18. Jiaju Miao & Pawel Polak, 2023. "Online Ensemble of Models for Optimal Predictive Performance with Applications to Sector Rotation Strategy," Papers 2304.09947, arXiv.org.
    19. Li, Yuming, 2018. "Investment and profitability versus value and momentum: The price of residual risk," Journal of Empirical Finance, Elsevier, vol. 46(C), pages 1-10.

    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:spr:chfecr:v:5:y:2017:i:1:d:10.1186_s40589-017-0051-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.