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Effects and Side Effects of Unconventional Monetary Policy: A Shadow Rate Approach

Author

Listed:
  • Atsuki Hirata

    (Bank of Japan)

  • Sohei Kaihatsu

    (Bank of Japan)

  • Yoshiyasu Kasai

    (Bank of Japan)

  • Hiroki Yamamoto

    (Bank of Japan)

  • Jouchi Nakajima

    (Hitotsubashi University)

Abstract

Over the past 25 years, the Bank of Japan has conducted a variety of unconventional monetary policies. This paper empirically analyzes the impact of these unconventional monetary policies on Japan's economic activity, prices, and financial sector. First, we investigate the impact of the Bank of Japan's purchase of long-term JGBs on long-term interest rates and find that it lowered the rates by lowering the term premium. Its impact was particularly pronounced following the introduction of Quantitative and Qualitative Monetary Easing (QQE) in 2013. Second, we employ a factor-augmented vector autoregression (FAVAR) and the shadow rates as a proxy of a monetary policy stance reflecting information on the entire government bond yield, and investigate the counterfactual analyses. Our estimation result indicates that the series of unconventional monetary policies had a positive effect on output and prices, and the large-scale monetary easing after the introduction of QQE contributed to fostering a non-deflationary environment in Japan. The empirical analysis also indicates that the unconventional monetary policies may have had the side effect of reducing the profitability of banks by lowering lending rates.

Suggested Citation

  • Atsuki Hirata & Sohei Kaihatsu & Yoshiyasu Kasai & Hiroki Yamamoto & Jouchi Nakajima, 2024. "Effects and Side Effects of Unconventional Monetary Policy: A Shadow Rate Approach," Bank of Japan Working Paper Series 24-E-21, Bank of Japan.
    • Handle: RePEc:boj:bojwps:wp24e21
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    1. Fujiwara, Ippei, 2006. "Evaluating monetary policy when nominal interest rates are almost zero," Journal of the Japanese and International Economies, Elsevier, vol. 20(3), pages 434-453, September.
    2. Claudio Borio & Anna Zabai, 2018. "Unconventional monetary policies: a re-appraisal," Chapters, in: Peter Conti-Brown & Rosa M. Lastra (ed.), Research Handbook on Central Banking, chapter 20, pages 398-444, Edward Elgar Publishing.
    3. Jeffrey C. Fuhrer & Giovanni P. Olivei, 2011. "The estimated macroeconomic effects of the Federal Reserve's large-scale Treasury purchase program," Public Policy Brief, Federal Reserve Bank of Boston.
    4. Adrian, Tobias & Crump, Richard K. & Moench, Emanuel, 2013. "Pricing the term structure with linear regressions," Journal of Financial Economics, Elsevier, vol. 110(1), pages 110-138.
    5. Joseph Abadi & Markus Brunnermeier & Yann Koby, 2023. "The Reversal Interest Rate," American Economic Review, American Economic Association, vol. 113(8), pages 2084-2120, August.
    6. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    7. Ryan Niladri Banerjee & Boris Hofmann, 2018. "The rise of zombie firms: causes and consequences," BIS Quarterly Review, Bank for International Settlements, September.
    8. Jens H. E. Christensen & Glenn D. Rudebusch, 2012. "The Response of Interest Rates to US and UK Quantitative Easing," Economic Journal, Royal Economic Society, vol. 122(564), pages 385-414, November.
    9. Del Negro, Marco & Sims, Christopher A., 2015. "When does a central bank׳s balance sheet require fiscal support?," Journal of Monetary Economics, Elsevier, vol. 73(C), pages 1-19.
    10. Michael D. Bauer & Glenn D. Rudebusch, 2016. "Monetary Policy Expectations at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(7), pages 1439-1465, October.
    11. Ichiro Fukunaga & Naoya Kato & Junko Koeda, 2015. "Maturity Structure and Supply Factors in Japanese Government Bond Markets," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 33, pages 45-96, November.
    12. Saroj Bhattarai & Christopher J. Neely, 2022. "An Analysis of the Literature on International Unconventional Monetary Policy," Journal of Economic Literature, American Economic Association, vol. 60(2), pages 527-597, June.
    13. Viral V Acharya & Tim Eisert & Christian Eufinger & Christian Hirsch, 2019. "Whatever It Takes: The Real Effects of Unconventional Monetary Policy," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3366-3411.
    14. Joseph Gagnon & Matthew Raskin & Julie Remache & Brian Sack, 2011. "The Financial Market Effects of the Federal Reserve's Large-Scale Asset Purchases," International Journal of Central Banking, International Journal of Central Banking, vol. 7(1), pages 3-43, March.
    15. Christiane Baumeister & Luca Benati, 2013. "Unconventional Monetary Policy and the Great Recession: Estimating the Macroeconomic Effects of a Spread Compression at the Zero Lower Bound," International Journal of Central Banking, International Journal of Central Banking, vol. 9(2), pages 165-212, June.
    16. Jef Boeckx & Maarten Dossche & Gert Peersman, 2017. "Effectiveness and Transmission of the ECB's Balance Sheet Policies," International Journal of Central Banking, International Journal of Central Banking, vol. 13(1), pages 297-333, February.
    17. De Santis, Roberto A., 2020. "Impact of the Asset Purchase Programme on euro area government bond yields using market news," Economic Modelling, Elsevier, vol. 86(C), pages 192-209.
    18. Diegel, Max & Nautz, Dieter, 2021. "Long-term inflation expectations and the transmission of monetary policy shocks: Evidence from a SVAR analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 130(C).
    19. Bank for International Settlements, 2019. "Unconventional monetary policy tools: a cross-country analysis," CGFS Papers, Bank for International Settlements, number 63.
    20. Burriel, Pablo & Galesi, Alessandro, 2018. "Uncovering the heterogeneous effects of ECB unconventional monetary policies across euro area countries," European Economic Review, Elsevier, vol. 101(C), pages 210-229.
    21. Monetary Affairs Department, 2023. "Central Bank Finances and Monetary Policy Conduct," Bank of Japan Working Paper Series 23-12-12, Bank of Japan.
    22. Dietrich Domanski & Michela Scatigna & Anna Zabai, 2016. "Wealth inequality and monetary policy," BIS Quarterly Review, Bank for International Settlements, March.
    23. Carlo Altavilla & Giacomo Carboni & Roberto Motto, 2021. "Asset Purchase Programs and Financial Markets: Lessons from the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 17(70), pages 1-48, October.
    24. Nobuhiro Abe & Naohisa Hirakata & Yuto Ishikuro & Yosuke Koike & Yuki Konaka & Yutaro Takano, 2024. "Counterfactual Simulation of the Effect of Large-Scale Monetary Easing on Japan's Financial System," Bank of Japan Working Paper Series 24-E-8, Bank of Japan.
    25. Giovanni Dell'Ariccia & Pau Rabanal & Damiano Sandri, 2018. "Unconventional Monetary Policies in the Euro Area, Japan, and the United Kingdom," Journal of Economic Perspectives, American Economic Association, vol. 32(4), pages 147-172, Fall.
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    More about this item

    Keywords

    Monetary policy; Term structure model; Shadow rate; FAVAR; Counterfactual analysis;
    All these keywords.

    JEL classification:

    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • 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

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