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Inflation dynamics and labor market specifications: a Bayesian DSGE approach for Japan's economy

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  • Ichiue, Hibiki
  • Kurozumi, Takushi
  • Sunakawa, Takeki

Abstract

Which labor market specification is better able to describe inflation dynamics, a widely-used sticky wage model or a recently-investigated labor market search model? Using a Bayesian likelihood approach, we estimate these two models with Japan’s data. This paper shows that the labor market search model is superior to the sticky wage model in terms of both marginal likelihood and out-of-sample forecast performance, particularly regarding inflation. The labor market search model is better able to replicate the cross-correlation among inflation, real wages, and output in the data. Moreover, in this model, real marginal cost is determined by both hiring cost and unit labor cost that varies with employment fluctuations, which gives rise to a high contemporaneous correlation between inflation and real marginal cost as represented in the New Keynesian Phillips curve.

Suggested Citation

  • Ichiue, Hibiki & Kurozumi, Takushi & Sunakawa, Takeki, 2011. "Inflation dynamics and labor market specifications: a Bayesian DSGE approach for Japan's economy," MPRA Paper 33391, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:33391
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    Cited by:

    1. Takuji Fueki & Ichiro Fukunaga & Hibiki Ichiue & Toyoichiro Shirota, 2016. "Measuring Potential Growth with an Estimated DSGE Model of Japan’s Economy," International Journal of Central Banking, International Journal of Central Banking, vol. 12(1), pages 1-32, March.
    2. Yoshino, Naoyuki & Miyamoto, Hiroaki, 2017. "Declined effectiveness of fiscal and monetary policies faced with aging population in Japan," Japan and the World Economy, Elsevier, vol. 42(C), pages 32-44.
    3. IWATA Yasuharu, 2009. "Fiscal Policy in an Estimated DSGE Model of the Japanese Economy: Do Non-Ricardian Households Explain All?," ESRI Discussion paper series 216, Economic and Social Research Institute (ESRI).
    4. S Borağan Aruoba & Pablo Cuba-Borda & Frank Schorfheide, 2018. "Macroeconomic Dynamics Near the ZLB: A Tale of Two Countries," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 87-118.
    5. Hibiki Ichiue & Takushi Kurozumi & Takeki Sunakawa, 2013. "Inflation Dynamics And Labor Market Specifications: A Bayesian Dynamic Stochastic General Equilibrium Approach For Japan'S Economy," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 273-287, January.
    6. Yasuo Hirose & Takushi Kurozumi, 2012. "Do Investment-Specific Technological Changes Matter For Business Fluctuations? Evidence From Japan," Pacific Economic Review, Wiley Blackwell, vol. 17(2), pages 208-230, May.
    7. Noritaka Kudoh & Hiroaki Miyamoto, 2021. "General Equilibrium Effects and Labor Market Fluctuations," Working Papers SDES-2021-4, Kochi University of Technology, School of Economics and Management, revised May 2021.
    8. Chun-Hung Kuo & Hiroaki Miyamoto, 2016. "Unemployment and Wage Rigidity in Japan: A DSGE Model Perspective," Working Papers EMS_2016_06, Research Institute, International University of Japan.
    9. Tomiyuki Kitamura, 2010. "Measuring Monetary Policy Under Zero Interest Rates With a Dynamic Stochastic General Equilibrium Model: An Application of a Particle Filter," Bank of Japan Working Paper Series 10-E-10, Bank of Japan.
    10. Yoshiyuki Kurachi & Kazuhiro Hiraki & Shinichi Nishioka, 2016. "Does a Higher Frequency of Micro-level Price Changes Matter for Macro Price Stickiness?: Assessing the Impact of Temporary Price Changes," Bank of Japan Working Paper Series 16-E-9, Bank of Japan.
    11. YANO Koiti, 2009. "Dynamic Stochastic General Equilibrium Models Under a Liquidity Trap and Self-organizing State Space Modeling," ESRI Discussion paper series 206, Economic and Social Research Institute (ESRI).
    12. Hirose, Yasuo, 2020. "An Estimated Dsge Model With A Deflation Steady State," Macroeconomic Dynamics, Cambridge University Press, vol. 24(5), pages 1151-1185, July.
    13. Yoshino, Naoyuki & Miyamoto, Hiroaki, 2017. "Decreased Effectiveness of Fiscal and Monetary Policies in Japan’s Aging Society," ADBI Working Papers 691, Asian Development Bank Institute.
    14. Krzysztof DRACHAL, 2020. "Forecasting the Inflation Rate in Poland and U.S. Using Dynamic Model Averaging (DMA) and Google Queries," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 18-34, July.
    15. Ichiro Fukunaga & Naoko Hara & Satoko Kojima & Yoichi Ueno & Shunichi Yoneyama, 2011. "The Quarterly Japanese Economic Model (Q-JEM): 2011 Version," Bank of Japan Working Paper Series 11-E-11, Bank of Japan.
    16. Richard Dennis & Oleg Kirsanov, 2020. "Monetary Policy when Preferences are Quasi-Hyperbolic," Working Papers 2020_05, Business School - Economics, University of Glasgow.
    17. Yasuharu Iwata, 2011. "The Government Spending Multiplier and Fiscal Financing: Insights from Japan," International Finance, Wiley Blackwell, vol. 14(2), pages 231-264, June.
    18. McNelis, Paul D. & Yoshino, Naoyuki, 2016. "Finding stability in a time of prolonged crisis: Unconventional policy rules for Japan," Journal of Financial Stability, Elsevier, vol. 27(C), pages 122-136.
    19. YANO Koiti, 2010. "Time-varying Analysis of Dynamic Stochastic General Equilibrium Models Based on Sequential Monte Carlo Methods," ESRI Discussion paper series 231, Economic and Social Research Institute (ESRI).

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    More about this item

    Keywords

    Inflation dynamics; Marginal cost; Labor market search; Extensive margin; Bayesian estimation;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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