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How does monetary policy affect income inequality in Japan? Evidence from grouped data

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  • Martin Feldkircher
  • Kazuhiko Kakamu

Abstract

We examine the effects of monetary policy on income inequality in Japan using a novel econometric approach that jointly estimates the Gini coefficient based on micro-level grouped data of households and the dynamics of macroeconomic quantities. Our results indicate different effects on income inequality for different types of households: A monetary tightening increases inequality when income data is based on households whose head is employed (workers' households), while the effect reverses over the medium term when considering a broader definition of households. Differences in the relative strength of the transmission channels can account for this finding. Finally we demonstrate that the proposed joint estimation strategy leads to more informative inference while results based on the frequently used two-step estimation approach yields inconclusive results.

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  • Martin Feldkircher & Kazuhiko Kakamu, 2018. "How does monetary policy affect income inequality in Japan? Evidence from grouped data," Papers 1803.08868, arXiv.org, revised Jul 2021.
  • Handle: RePEc:arx:papers:1803.08868
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    1. Chotikapanich, Duangkamon & Griffiths, William E. & Rao, D. S. Prasada, 2007. "Estimating and Combining National Income Distributions Using Limited Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 97-109, January.
    2. Ben S. Bernanke & Kenneth N. Kuttner, 2005. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
    3. Thorbecke, Willem, 1997. "On Stock Market Returns and Monetary Policy," Journal of Finance, American Finance Association, vol. 52(2), pages 635-654, June.
    4. Martin Feldkircher & Thomas Gruber & Florian Huber, 2017. "Spreading the word or reducing the term spread? Assessing spillovers from euro area monetary policy," Department of Economics Working Papers wuwp248, Vienna University of Economics and Business, Department of Economics.
    5. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    6. Masayuki Inui & Nao Sudo & Tomoaki Yamada, 2017. "The effects of monetary policy shocks on inequality in Japan," BIS Working Papers 642, Bank for International Settlements.
    7. Mumtaz, Haroon & Theophilopoulou, Angeliki, 2017. "The impact of monetary policy on inequality in the UK. An empirical analysis," European Economic Review, Elsevier, vol. 98(C), pages 410-423.
    8. Altavilla, Carlo & Brugnolini, Luca & Gürkaynak, Refet S. & Motto, Roberto & Ragusa, Giuseppe, 2019. "Measuring euro area monetary policy," Journal of Monetary Economics, Elsevier, vol. 108(C), pages 162-179.
    9. Bachmann, Rüdiger & Sims, Eric R., 2012. "Confidence and the transmission of government spending shocks," Journal of Monetary Economics, Elsevier, vol. 59(3), pages 235-249.
    10. Nakajima, Jouchi & Kasuya, Munehisa & Watanabe, Toshiaki, 2011. "Bayesian analysis of time-varying parameter vector autoregressive model for the Japanese economy and monetary policy," Journal of the Japanese and International Economies, Elsevier, vol. 25(3), pages 225-245, September.
    11. Mumtaz, Haroon & Theophilopoulou, Angeliki, 2017. "The impact of monetary policy on inequality in the UK. An empirical analysis," European Economic Review, Elsevier, vol. 98(C), pages 410-423.
    12. Duangkamon Chotikapanich & D. S. Prasada Rao & Kam Ki Tang, 2007. "Estimating Income Inequality In China Using Grouped Data And The Generalized Beta Distribution," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(1), pages 127-147, March.
    13. Nishino, Haruhisa & Kakamu, Kazuhiko, 2015. "A random walk stochastic volatility model for income inequality," Japan and the World Economy, Elsevier, vol. 36(C), pages 21-28.
    14. Martin Lettau & Sydney C. Ludvigson & Charles Steindel, 2002. "Monetary policy transmission through the consumption-wealth channel," Economic Policy Review, Federal Reserve Bank of New York, vol. 8(May), pages 117-133.
    15. Elena Bobeica & Marek Jarociński, 2019. "Missing Disinflation and Missing Inflation: A VAR Perspective," International Journal of Central Banking, International Journal of Central Banking, vol. 15(1), pages 199-232, March.
    16. Nils M. Gornemann & Keith Kuester & Makoto Nakajima, 2012. "Monetary policy with heterogeneous agents," Working Papers 12-21, Federal Reserve Bank of Philadelphia.
    17. Mark Gertler & Peter Karadi, 2015. "Monetary Policy Surprises, Credit Costs, and Economic Activity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 44-76, January.
    18. Rigobon, Roberto & Sack, Brian, 2004. "The impact of monetary policy on asset prices," Journal of Monetary Economics, Elsevier, vol. 51(8), pages 1553-1575, November.
    19. 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.
    20. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    21. Ben S. Bernanke, 2017. "The Mayekawa Lecture: Some Reflections on Japanese Monetary Policy," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 35, pages 23-38, November.
    22. Benjamin Wong, 2015. "Do Inflation Expectations Propagate the Inflationary Impact of Real Oil Price Shocks?: Evidence from the Michigan Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(8), pages 1673-1689, December.
    23. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    24. Yuto Iwasaki & Nao Sudo, 2017. "Myths and Observations on Unconventional Monetary Policy -- Takeaways from Post-Bubble Japan --," Bank of Japan Working Paper Series 17-E-11, Bank of Japan.
    25. Ayako Saiki & Jon Frost, 2014. "Does unconventional monetary policy affect inequality? Evidence from Japan," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4445-4454, December.
    26. Alan S. Blinder, 2012. "Revisiting Monetary Policy in a Low-Inflation and Low-Utilization Environment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 141-146, February.
    27. Jeremy Lise & Nao Sudo & Michio Suzuki & Ken Yamada & Tomoaki Yamada, 2014. "Wage, Income and Consumption Inequality in Japan, 1981-2008: from Boom to Lost Decades," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(4), pages 582-612, October.
    28. Marek Jarociński & Peter Karadi, 2020. "Deconstructing Monetary Policy Surprises—The Role of Information Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 12(2), pages 1-43, April.
    29. Holloway, Garth & Shankar, Bhavani & Rahman, Sanzidur, 2002. "Bayesian spatial probit estimation: a primer and an application to HYV rice adoption," Agricultural Economics, Blackwell, vol. 27(3), pages 383-402, November.
    30. James B. McDonald & Michael Ransom, 2008. "The Generalized Beta Distribution as a Model for the Distribution of Income: Estimation of Related Measures of Inequality," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Duangkamon Chotikapanich (ed.), Modeling Income Distributions and Lorenz Curves, chapter 8, pages 147-166, Springer.
    31. Bobeica, Elena & Jarociński, Marek, 2017. "Missing disinflation and missing inflation," Research Bulletin, European Central Bank, vol. 30.
    32. Coibion, Olivier & Gorodnichenko, Yuriy & Kueng, Lorenz & Silvia, John, 2017. "Innocent Bystanders? Monetary policy and inequality," Journal of Monetary Economics, Elsevier, vol. 88(C), pages 70-89.
    33. Erosa, Andres & Ventura, Gustavo, 2002. "On inflation as a regressive consumption tax," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 761-795, May.
    34. Li, Yun Daisy & Iscan, Talan B. & Xu, Kuan, 2010. "The impact of monetary policy shocks on stock prices: Evidence from Canada and the United States," Journal of International Money and Finance, Elsevier, vol. 29(5), pages 876-896, September.
    35. Ayako Saiki & Jon Frost, 2014. "How does unconventional monetary policy affect inequality? Evidence from Japan," DNB Working Papers 423, Netherlands Central Bank, Research Department.
    36. Haruhisa Nishino & Kazuhiko Kakamu & Takashi Oga, 2012. "Bayesian estimation of Persistent Income Inequality using the Lognormal Stochastic Volatility Model," Journal of Income Distribution, Ad libros publications inc., vol. 21(1), pages 88-101, March.
    37. Miyao, Ryuzo, 2000. "The Role of Monetary Policy in Japan: A Break in the 1990s?," Journal of the Japanese and International Economies, Elsevier, vol. 14(4), pages 366-384, December.
    38. Bobeica, Elena & Jarociński, Marek, 2017. "Missing disinflation and missing inflation," Research Bulletin, European Central Bank, vol. 30.
    39. Hiroyuki Kubota & Mototsugu Shintani, 2020. "High-frequency Identification of Unconventional Monetary Policy Shocks in Japan," CARF F-Series CARF-F-502, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    40. Kiyotaka Nakashima & Masahiko Shibamoto & Koji Takahashi, 2017. "Identifying Unconventional Monetary Policy Shocks," Discussion Paper Series DP2017-05, Research Institute for Economics & Business Administration, Kobe University, revised Apr 2017.
    41. Feldkircher, Martin & Gruber, Thomas & Huber, Florian, 2020. "International effects of a compression of euro area yield curves," Journal of Banking & Finance, Elsevier, vol. 113(C).
    42. Yuzo Honda & Yoshihiro Kuroki, 2006. "Financial and Capital Markets' Responses to Changes in the Central Bank's Target Interest Rate: The Case of Japan," Economic Journal, Royal Economic Society, vol. 116(513), pages 812-842, July.
    43. Miyao, Ryuzo, 2002. "The Effects of Monetary Policy in Japan," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 376-392, May.
    44. Jouchi Nakajima & Toshiaki Watanabe, 2011. "Bayesian Analysis of Time-Varying Parameter Vector Autoregressive Model with the Ordering of Variables for the Japanese Economy and Monetary Policy," Global COE Hi-Stat Discussion Paper Series gd11-196, Institute of Economic Research, Hitotsubashi University.
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    2. Jérôme Creel & Mehdi El Herradi, 2019. "Shocking aspects of monetary policy on income inequality in the euro area," Documents de Travail de l'OFCE 2019-15, Observatoire Francais des Conjonctures Economiques (OFCE).
    3. Karl-Friedrich Israel & Tim Florian Sepp & Nils Sonnenberg, 2023. "The Effects of Unconventional Monetary Policy on Stock Markets and Household Incomes in Japan," Post-Print halshs-04024219, HAL.
    4. Apanisile, Olumuyiwa Tolulope, 2021. "Monetary Policy Shocks and Income Inequality in Nigeria: Do Effects of Anticipated and Unanticipated Shocks Differ?," African Journal of Economic Review, African Journal of Economic Review, vol. 9(2), April.
    5. Merrino, Serena, 2022. "Monetary policy and wage inequality in South Africa," Emerging Markets Review, Elsevier, vol. 53(C).
    6. Serena Merrino, 2021. "Wage inequality under inflationtargeting in South Africa," Working Papers 11018, South African Reserve Bank.
    7. Czeczeli, Vivien, 2021. "A monetáris politika hatása a jövedelmi egyenlőtlenségekre [Monetary-policy effects on income inequalities]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(3), pages 282-299.
    8. Israel, Karl-Friedrich & Sepp, Tim Florian & Sonnenberg, Nils, 2023. "The effects of unconventional monetary policy on stock markets and household incomes in Japan," Working Papers 177, University of Leipzig, Faculty of Economics and Management Science.
    9. Makmun Syadullah & Benny Gunawan Adriansyah & Tri Wibowo, 2019. "Impact of Economic and Non-Economic Factors on Income Inequality in ASEAN Countries," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(12), pages 1346-1357, December.
    10. Johnson Worlanyo Ahiadorme, 2022. "Monetary policy transmission and income inequality in Sub-Saharan Africa," Economic Change and Restructuring, Springer, vol. 55(3), pages 1555-1585, August.
    11. Sima Siami Namini, 2022. "Quantitative Easing Policy and Income Inequality in the U.S. Economy: Evidence from a FAVAR Model," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 20(4), pages 759-779, December.
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    JEL classification:

    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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