IDEAS home Printed from https://ideas.repec.org/p/boj/bojwps/wp21e03.html
   My bibliography  Save this paper

Supplementary Paper Series for the "Assessment" (1): The Effects of the Bank of Japan's ETF Purchases on Risk Premia in the Stock Markets

Author

Listed:
  • Ko Adachi

    (Bank of Japan)

  • Kazuhiro Hiraki

    (Bank of Japan)

  • Tomiyuki Kitamura

    (Bank of Japan)

Abstract

This paper provides an empirical investigation of the effects of the Bank of Japan's exchange traded funds (ETF) purchases on risk premia in the stock markets. The analysis examines the following two indicators of risk premia: equity risk premium implied by Nikkei 225 option prices, and yield spreads of individual stocks. The former indicator is analyzed at daily frequency, and the latter is analyzed at weekly frequency. The analysis also examines how the effects of ETF purchases vary depending on market conditions and the size of ETF purchases. The results show that the Bank of Japan's ETF purchases have lowering effects on risk premia. The results also suggest that the lowering effects are larger (1) the lower the stock price index relative to its moving average trend, (2) the higher the volatility in the stock market when the stock price index is below its trend, (3) the larger the percentage decline in the stock price index immediately before the purchases, and (4) the larger the size of the purchases.

Suggested Citation

  • Ko Adachi & Kazuhiro Hiraki & Tomiyuki Kitamura, 2021. "Supplementary Paper Series for the "Assessment" (1): The Effects of the Bank of Japan's ETF Purchases on Risk Premia in the Stock Markets," Bank of Japan Working Paper Series 21-E-3, Bank of Japan.
    • Handle: RePEc:boj:bojwps:wp21e03
    as

    Download full text from publisher

    File URL: https://www.boj.or.jp/en/research/wps_rev/wps_2021/data/wp21e03.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fernando M. Duarte & Carlo Rosa, 2015. "The equity risk premium: a review of models," Economic Policy Review, Federal Reserve Bank of New York, issue 2, pages 39-57.
    2. Dimitri Vayanos & Jean‐Luc Vila, 2021. "A Preferred‐Habitat Model of the Term Structure of Interest Rates," Econometrica, Econometric Society, vol. 89(1), pages 77-112, January.
    3. Zhiguo He & Arvind Krishnamurthy, 2013. "Intermediary Asset Pricing," American Economic Review, American Economic Association, vol. 103(2), pages 732-770, April.
    4. Kroencke, Tim A. & Schmeling, Maik & Schrimpf, Andreas, 2021. "The FOMC Risk Shift," Journal of Monetary Economics, Elsevier, vol. 120(C), pages 21-39.
    5. Ian Martin, 2017. "What is the Expected Return on the Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 367-433.
    6. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 215-287.
    7. Josue Cox & Daniel L. Greenwald & Sydney C. Ludvigson, 2020. "What Explains the COVID-19 Stock Market?," NBER Working Papers 27784, National Bureau of Economic Research, Inc.
    8. Matsuki, Takashi & Sugimoto, Kimiko & Satoma, Katsuhiko, 2015. "Effects of the Bank of Japan’s current quantitative and qualitative easing," Economics Letters, Elsevier, vol. 133(C), pages 112-116.
    9. repec:hok:dpaper:322 is not listed on IDEAS
    10. Harada, Kimie & Okimoto, Tatsuyoshi, 2021. "The BOJ's ETF purchases and its effects on Nikkei 225 stocks," International Review of Financial Analysis, Elsevier, vol. 77(C).
    11. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    12. Nozawa, Yoshio & Qiu, Yancheng, 2021. "Corporate bond market reactions to quantitative easing during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 133(C).
    13. Jin-Chuan Duan & Weiqi Zhang, 2014. "Forward-Looking Market Risk Premium," Management Science, INFORMS, vol. 60(2), pages 521-538, February.
    14. Gurdip Bakshi & Nikunj Kapadia & Dilip Madan, 2003. "Stock Return Characteristics, Skew Laws, and the Differential Pricing of Individual Equity Options," The Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 101-143.
    15. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    16. Hui Chen & Scott Joslin & Sophie Xiaoyan Ni, 2019. "Demand for Crash Insurance, Intermediary Constraints, and Risk Premia in Financial Markets," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 228-265.
    17. Andrea Barbon & Virginia Gianinazzi, 2019. "Quantitative Easing and Equity Prices: Evidence from the ETF Program of the Bank of Japan," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 9(2), pages 210-255.
    18. Anna Cieslak & Adair Morse & Annette Vissing‐Jorgensen, 2019. "Stock Returns over the FOMC Cycle," Journal of Finance, American Finance Association, vol. 74(5), pages 2201-2248, October.
    19. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 215-287.
    20. Lutz, Chandler, 2015. "The impact of conventional and unconventional monetary policy on investor sentiment," Journal of Banking & Finance, Elsevier, vol. 61(C), pages 89-105.
    21. Manuel Ammann & Alexander Feser, 2019. "Robust estimation of risk‐neutral moments," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(9), pages 1137-1166, September.
    22. He, Zhiguo & Kelly, Bryan & Manela, Asaf, 2017. "Intermediary asset pricing: New evidence from many asset classes," Journal of Financial Economics, Elsevier, vol. 126(1), pages 1-35.
    23. Alain Cohn & Jan Engelmann & Ernst Fehr & Michel André Maréchal, 2015. "Evidence for Countercyclical Risk Aversion: An Experiment with Financial Professionals," American Economic Review, American Economic Association, vol. 105(2), pages 860-885, February.
    24. Tobias Adrian & Erkko Etula & Tyler Muir, 2014. "Financial Intermediaries and the Cross-Section of Asset Returns," Journal of Finance, American Finance Association, vol. 69(6), pages 2557-2596, December.
    25. Manuel Ammann & Alexander Feser, 2019. "Robust Estimation of Risk-Neutral Moments," Working Papers on Finance 1902, University of St. Gallen, School of Finance.
    26. Takahashi, Hidenori & Yamada, Kazuo, 2021. "When the Japanese stock market meets COVID-19: Impact of ownership, China and US exposure, and ESG channels," International Review of Financial Analysis, Elsevier, vol. 74(C).
    27. Andrea Barbon & Virginia Gianinazzi, 2019. "Quantitative Easing and Equity Prices: Evidence from the ETF Program of the Bank of Japan," Swiss Finance Institute Research Paper Series 19-55, Swiss Finance Institute.
    28. Hui Chen & Scott Joslin & Sophie X. Ni, 2019. "Demand for Crash Insurance, Intermediary Constraints, and Risk Premia in Financial Markets," NBER Working Papers 25573, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    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. Hattori, Takahiro & Yoshida, Jiro, 2023. "The impact of Bank of Japan’s exchange-traded fund purchases," Journal of Financial Stability, Elsevier, vol. 65(C).
    2. Maeda, Kou & Shino, Junnosuke & Takahashi, Koji, 2022. "Counteracting large-scale asset purchase program: The Bank of Japan’s ETF purchases and securities lending," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 563-576.
    3. Ricardo J Caballero & Alp Simsek, 2021. "A Model of Endogenous Risk Intolerance and LSAPs: Asset Prices and Aggregate Demand in a “COVID-19” Shock [Financial intermediaries and the cross-section of asset returns]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5522-5580.
    4. Maciej Stefański, 2021. "Macroeconomic Effects of Quantitative Easing Using Mid-sized Bayesian Vector Autoregressions," KAE Working Papers 2021-068, Warsaw School of Economics, Collegium of Economic Analysis.
    5. Cohen, Lior, 2023. "The effects of the BoJ's ETF purchases on equities and corporate investment," Economic Modelling, Elsevier, vol. 129(C).
    6. Semyon Malamud & Andreas Schrimpf, 2016. "Intermediation Markups and Monetary Policy Passthrough," Swiss Finance Institute Research Paper Series 16-75, Swiss Finance Institute.
    7. Geert Bekaert & Eric C. Engstrom & Nancy R. Xu, 2022. "The Time Variation in Risk Appetite and Uncertainty," Management Science, INFORMS, vol. 68(6), pages 3975-4004, June.
    8. Gilchrist, Simon & Wei, Bin & Yue, Vivian Z. & Zakrajšek, Egon, 2024. "The Fed takes on corporate credit risk: An analysis of the efficacy of the SMCCF," Journal of Monetary Economics, Elsevier, vol. 146(C).
    9. Valentin Haddad & Tyler Muir, 2021. "Do Intermediaries Matter for Aggregate Asset Prices?," Journal of Finance, American Finance Association, vol. 76(6), pages 2719-2761, December.
    10. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    11. Valentin Haddad & David Sraer, 2020. "The Banking View of Bond Risk Premia," Journal of Finance, American Finance Association, vol. 75(5), pages 2465-2502, October.
    12. Feng, Xu & Lu, Lei & Xiao, Yajun, 2020. "Shadow banks, leverage risks, and asset prices," Journal of Economic Dynamics and Control, Elsevier, vol. 111(C).
    13. Gruenthaler, Thomas & Lorenz, Friedrich & Meyerhof, Paul, 2022. "Option-based intermediary leverage," Journal of Banking & Finance, Elsevier, vol. 145(C).
    14. Jason Allen & Jakub Kastl & Milena Wittwer, 2020. "Maturity Composition and the Demand for Government Debt," Staff Working Papers 20-29, Bank of Canada.
    15. Nozawa, Yoshio & Qiu, Yancheng, 2021. "Corporate bond market reactions to quantitative easing during the COVID-19 pandemic," Journal of Banking & Finance, Elsevier, vol. 133(C).
    16. Aramonte, Sirio & Szerszeń, Paweł J., 2020. "Cross-market liquidity and dealer profitability: Evidence from the bond and CDS markets," Journal of Financial Markets, Elsevier, vol. 51(C).
    17. Benjamin Knox & Annette Vissing-Jorgensen, 2022. "A Stock Return Decomposition Using Observables," Finance and Economics Discussion Series 2022-014, Board of Governors of the Federal Reserve System (U.S.).
    18. Sclip, Alex & Girardone, Claudia & Beltrame, Federico & Paltrinieri, Andrea, 2021. "Bank risks and lending outcomes: Evidence from QE," Journal of International Money and Finance, Elsevier, vol. 118(C).
    19. Bodilsen, Simon & Eriksen, Jonas N. & Grønborg, Niels S., 2021. "Asset pricing and FOMC press conferences," Journal of Banking & Finance, Elsevier, vol. 128(C).
    20. Pakorn Aschakulporn & Jin E. Zhang, 2022. "Bakshi, Kapadia, and Madan (2003) risk-neutral moment estimators: A Gram–Charlier density approach," Review of Derivatives Research, Springer, vol. 25(3), pages 233-281, October.

    More about this item

    Keywords

    Monetary Policy; ETF Purchases; Risk Premia; Purchase Effect Function;
    All these keywords.

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:boj:bojwps:wp21e03. 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: Bank of Japan (email available below). General contact details of provider: https://edirc.repec.org/data/bojgvjp.html .

    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.