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What drives stock returns in Japan?

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  • Samuel Xin Liang

    (Tyndale University College and Seminary)

Abstract

We investigate systematic factors driving stock returns and stock return predictability in Japan. We find that dividend yield, cash-flow yield, and industrial production are systematic pricing factors after controlling for market, value, and size, while other macroeconomic factors are not. Value and size premiums become insignificant after adding the industrial production factor to market, value, and size factors because the value factor captures the changing fundamentals of Japan’s macroeconomic development. For predicting stock returns, our tests using Fama and MacBeth’s (J Political Econ 71:607–636, 1973) regressions accept the models of both factor and characteristics for a stock’s cash-flow yield, and a characteristics model for a stock’s short-term reversal, dividend yield, and earnings yield.

Suggested Citation

  • Samuel Xin Liang, 2019. "What drives stock returns in Japan?," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 33(1), pages 39-69, March.
  • Handle: RePEc:kap:fmktpm:v:33:y:2019:i:1:d:10.1007_s11408-018-0322-7
    DOI: 10.1007/s11408-018-0322-7
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    as
    1. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    2. 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.
    3. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    4. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    5. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    6. Alexi Savov, 2011. "Asset Pricing with Garbage," Journal of Finance, American Finance Association, vol. 66(1), pages 177-201, February.
    7. Chan, Louis K C & Hamao, Yasushi & Lakonishok, Josef, 1991. "Fundamentals and Stock Returns in Japan," Journal of Finance, American Finance Association, vol. 46(5), pages 1739-1764, December.
    8. Huseyin Gulen & Yuhang Xing & Lu Zhang, 2011. "Value versus Growth: Time‐Varying Expected Stock Returns," Financial Management, Financial Management Association International, vol. 40(2), pages 381-407, June.
    9. Wei Huang & Qianqiu Liu & S. Ghon Rhee & Liang Zhang, 2010. "Return Reversals, Idiosyncratic Risk, and Expected Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 147-168, January.
    10. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    11. Andrew Ang & Geert Bekaert, 2007. "Stock Return Predictability: Is it There?," The Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 651-707.
    12. 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.
    13. 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.
    14. Oliver Boguth & Lars‐Alexander Kuehn, 2013. "Consumption Volatility Risk," Journal of Finance, American Finance Association, vol. 68(6), pages 2589-2615, December.
    15. Sheridan Titman & Matthias Hanauer, 2014. "Is Japan Different? Evidence on Momentum and Market Dynamics," International Review of Finance, International Review of Finance Ltd., vol. 14(1), pages 141-160, March.
    16. Huynh, Thanh D., 2017. "Conditional asset pricing in international equity markets," International Review of Economics & Finance, Elsevier, vol. 49(C), pages 168-189.
    17. Kent Daniel & Sheridan Titman & K.C. John Wei, 2001. "Explaining the Cross‐Section of Stock Returns in Japan: Factors or Characteristics?," Journal of Finance, American Finance Association, vol. 56(2), pages 743-766, April.
    18. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    19. Clifford S. Asness & Tobias J. Moskowitz & Lasse Heje Pedersen, 2013. "Value and Momentum Everywhere," Journal of Finance, American Finance Association, vol. 68(3), pages 929-985, June.
    20. Bakshi, Gurdip S. & Naka, Atsuyuki, 1997. "An empirical investigation of asset pricing models using Japanese stock market data," Journal of International Money and Finance, Elsevier, vol. 16(1), pages 81-112, February.
    21. repec:bla:jfinan:v:59:y:2004:i:6:p:2959-3004 is not listed on IDEAS
    22. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    23. Hang Bai & Kewei Hou & Howard Kung & Lu Zhang, 2015. "The CAPM Strikes Back? An Investment Model with Disasters," NBER Working Papers 21016, National Bureau of Economic Research, Inc.
    24. Jegadeesh, Narasimhan, 1990. "Evidence of Predictable Behavior of Security Returns," Journal of Finance, American Finance Association, vol. 45(3), pages 881-898, July.
    25. Kewei Hou & G. Andrew Karolyi & Bong-Chan Kho, 2011. "What Factors Drive Global Stock Returns?," The Review of Financial Studies, Society for Financial Studies, vol. 24(8), pages 2527-2574.
    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. Motohiro Yogo, 2006. "A Consumption‐Based Explanation of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 61(2), pages 539-580, April.
    28. Avramov, Doron & Cheng, Si & Hameed, Allaudeen, 2016. "Time-Varying Liquidity and Momentum Profits," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(6), pages 1897-1923, December.
    29. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    30. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    31. Liang, Samuel Xin & Wei, John K.C., 2012. "Liquidity risk and stock returns around the world," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3274-3288.
    32. Zhi Da, 2009. "Cash Flow, Consumption Risk, and the Cross‐section of Stock Returns," Journal of Finance, American Finance Association, vol. 64(2), pages 923-956, April.
    33. 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.
    34. Tano Santos & Pietro Veronesi, 2006. "Labor Income and Predictable Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 1-44.
    35. Cox, John C & Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1985. "An Intertemporal General Equilibrium Model of Asset Prices," Econometrica, Econometric Society, vol. 53(2), pages 363-384, March.
    36. Laura Xiaolei Liu & Lu Zhang, 2008. "Momentum Profits, Factor Pricing, and Macroeconomic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2417-2448, November.
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    Cited by:

    1. Samuel Xin Liang, 2019. "The Driving Forces of Stock Returns in Hong Kong," Accounting and Finance Research, Sciedu Press, vol. 8(4), pages 1-1, November.

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    More about this item

    Keywords

    Systematic risk factor; Industrial production; Dividend yield; Cash-flow yield; Return predictability;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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