Nothing Special   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/33391.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/33391/1/MPRA_paper_33391.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Marcus Hagedorn & Iourii Manovskii, 2008. "The Cyclical Behavior of Equilibrium Unemployment and Vacancies Revisited," American Economic Review, American Economic Association, vol. 98(4), pages 1692-1706, September.
    3. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    4. Olivier Blanchard & Jordi Galí, 2010. "Labor Markets and Monetary Policy: A New Keynesian Model with Unemployment," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 1-30, April.
    5. Krause, Michael U. & Lopez-Salido, David & Lubik, Thomas A., 2008. "Inflation dynamics with search frictions: A structural econometric analysis," Journal of Monetary Economics, Elsevier, vol. 55(5), pages 892-916, July.
    6. Kai Christoffel & Tobias Linzert, 2010. "The Role of Real Wage Rigidity and Labor Market Frictions for Inflation Persistence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(7), pages 1435-1446, October.
    7. Mark Gertler & Luca Sala & Antonella Trigari, 2008. "An Estimated Monetary DSGE Model with Unemployment and Staggered Nominal Wage Bargaining," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(8), pages 1713-1764, December.
    8. Krause, Michael U. & Lubik, Thomas A., 2007. "The (ir)relevance of real wage rigidity in the New Keynesian model with search frictions," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 706-727, April.
    9. G. M. Martin & C. S. Forbes, 1999. "Using simulation methods for bayesian econometric models: inference, development and communication: some comments," Econometric Reviews, Taylor & Francis Journals, vol. 18(1), pages 113-118.
    10. Andrew T. Levin & Alexei Onatski & John Williams & Noah M. Williams, 2006. "Monetary Policy under Uncertainty in Micro-Founded Macroeconometric Models," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 229-312, National Bureau of Economic Research, Inc.
    11. Naoko Hara & Naohisa Hirakata & Yusuke Inomata & Satoshi Ito & Takuji Kawamoto & Takushi Kurozumi & Makoto Minegishi & Izumi Takagawa, 2006. "The New Estimates of Output Gap and Potential Growth Rate," Bank of Japan Review Series 06-E-3, Bank of Japan.
    12. Van Zandweghe, Willem, 2010. "On-the-job search, sticky prices, and persistence," Journal of Economic Dynamics and Control, Elsevier, vol. 34(3), pages 437-455, March.
    13. Antonella Trigari, 2009. "Equilibrium Unemployment, Job Flows, and Inflation Dynamics," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(1), pages 1-33, February.
    14. Iiboshi, Hirokuni & Nishiyama, Shin-Ichi & Watanabe, Toshiaki, 2006. "An Estimated Dynamic Stochastic General Equilibrium Model of the Japanese Economy: A Bayesian Analysis," MPRA Paper 85702, University Library of Munich, Germany.
    15. John Geweke, 1999. "Using simulation methods for bayesian econometric models: inference, development,and communication," Econometric Reviews, Taylor & Francis Journals, vol. 18(1), pages 1-73.
    16. Christoffel, Kai & Kuester, Keith & Linzert, Tobias, 2006. "Identifying the role of labor markets for monetary policy in an estimated DSGE model," CFS Working Paper Series 2007/07, Center for Financial Studies (CFS).
    17. Christoffel, Kai & Linzert, Tobias, 2005. "The role of real wage rigidity and labor market frictions for unemployment and inflation dynamics," Working Paper Series 556, European Central Bank.
    18. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    19. Kurozumi, Takushi & Van Zandweghe, Willem, 2010. "Labor market search, the Taylor principle, and indeterminacy," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 851-858, October.
    20. W. E. Griffiths, 1999. "Estimating consumer surplus comments on "using simulation methods for bayesian econometric models: inference development and communication"," Econometric Reviews, Taylor & Francis Journals, vol. 18(1), pages 75-87.
    21. Ichiro Muto, 2009. "Estimating A New Keynesian Phillips Curve With A Corrected Measure Of Real Marginal Cost: Evidence In Japan," Economic Inquiry, Western Economic Association International, vol. 47(4), pages 667-684, October.
    22. Christoffel, Kai & Kuester, Keith, 2008. "Resuscitating the wage channel in models with unemployment fluctuations," Journal of Monetary Economics, Elsevier, vol. 55(5), pages 865-887, July.
    23. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    24. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, April.
    25. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    26. Merz, Monika, 1995. "Search in the labor market and the real business cycle," Journal of Monetary Economics, Elsevier, vol. 36(2), pages 269-300, November.
    27. Rabanal, Pau & Rubio-Ramirez, Juan F., 2005. "Comparing New Keynesian models of the business cycle: A Bayesian approach," Journal of Monetary Economics, Elsevier, vol. 52(6), pages 1151-1166, September.
    28. John Geweke, 1999. "Using Simulation Methods for Bayesian Econometric Models," Computing in Economics and Finance 1999 832, Society for Computational Economics.
    29. Sugo, Tomohiro & Ueda, Kozo, 2008. "Estimating a dynamic stochastic general equilibrium model for Japan," Journal of the Japanese and International Economies, Elsevier, vol. 22(4), pages 476-502, December.
    30. Andolfatto, David, 1996. "Business Cycles and Labor-Market Search," American Economic Review, American Economic Association, vol. 86(1), pages 112-132, March.
    31. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
    32. Sveen, Tommy & Weinke, Lutz, 2008. "New Keynesian perspectives on labor market dynamics," Journal of Monetary Economics, Elsevier, vol. 55(5), pages 921-930, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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. Lu, Zhenkun & Kameda, Keigo, 2024. "Impact of fiscal policies on the labor market with search friction: An estimated DSGE model for Japan," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    15. 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.
    16. 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.
    17. Richard Dennis & Oleg Kirsanov, 2020. "Monetary Policy when Preferences are Quasi-Hyperbolic," Working Papers 2020_05, Business School - Economics, University of Glasgow.
    18. Yasuharu Iwata, 2011. "The Government Spending Multiplier and Fiscal Financing: Insights from Japan," International Finance, Wiley Blackwell, vol. 14(2), pages 231-264, June.
    19. Bhavesh Garg, 2023. "Effectiveness of Monetary and Fiscal Policy in Mitigating Pandemic-Induced Macroeconomic Impacts," Working Papers DP-2023-20, Economic Research Institute for ASEAN and East Asia (ERIA).
    20. 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.
    21. 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).

    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. Federico Di Pace & Matthias Hertweck, 2019. "Labor Market Frictions, Monetary Policy, and Durable Goods," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 274-304, April.
    2. Kurozumi, Takushi & Van Zandweghe, Willem, 2010. "Labor market search, the Taylor principle, and indeterminacy," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 851-858, October.
    3. Josué Diwambuena & Raquel Fonseca & Stefan Schubert, 2021. "Italian Labour Frictions and Wage Rigidities in an Estimated DSGE," BEMPS - Bozen Economics & Management Paper Series BEMPS88, Faculty of Economics and Management at the Free University of Bozen.
    4. Antonella Trigari, 2006. "The Role of Search Frictions and Bargaining for Inflation Dynamics," Working Papers 304, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    5. Imen Ben Mohamed & Marine Salès, 2015. "Credit imperfections, labor market frictions and unemployment: a DSGE approach," Working Papers hal-01082471, HAL.
    6. Francesco Furlanetto & Nicolas Groshenny, 2016. "Mismatch Shocks and Unemployment During the Great Recession," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1197-1214, November.
    7. Gregory De Walque & Olivier Pierrard & Henri Sneessens & Raf Wouters, 2009. "Sequential Bargaining in a Neo-Keynesian Model with Frictional Unemployment and Staggered Wage Negotiations," Annals of Economics and Statistics, GENES, issue 95-96, pages 223-250.
    8. Renato Faccini & Stephen Millard & Francesco Zanetti, 2013. "Wage Rigidities in an Estimated Dynamic, Stochastic, General Equilibrium Model of the UK Labour Market," Manchester School, University of Manchester, vol. 81, pages 66-99, September.
    9. Lawrence Christiano & Mathias Trabandt & Karl Walentin, 2021. "Involuntary Unemployment and the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 39, pages 26-54, January.
    10. Mark Gertler & Antonella Trigari, 2009. "Unemployment Fluctuations with Staggered Nash Wage Bargaining," Journal of Political Economy, University of Chicago Press, vol. 117(1), pages 38-86, February.
    11. Imen Ben Mohamed & Marine Salès, 2015. "Credit imperfections, labor market frictions and unemployment: a DSGE approach," Working Papers hal-01082491, HAL.
    12. Abo-Zaid, Salem, 2013. "Optimal monetary policy and downward nominal wage rigidity in frictional labor markets," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 345-364.
    13. Givens, Gregory E., 2011. "Unemployment insurance in a sticky-price model with worker moral hazard," Journal of Economic Dynamics and Control, Elsevier, vol. 35(8), pages 1192-1214, August.
    14. Sergio Ocampo Díaz, 2012. "Introducción de Fricciones en el Mercado Laboral en Modelos DSGE," Vniversitas Económica, Universidad Javeriana - Bogotá, vol. 0(0), pages 1-53, May.
    15. Galí, Jordi, 2010. "Monetary Policy and Unemployment," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 10, pages 487-546, Elsevier.
    16. Moon, Weh-Sol, 2018. "The Business Cycle With Nominal Contracts And Search Frictions," Macroeconomic Dynamics, Cambridge University Press, vol. 22(2), pages 307-330, March.
    17. Francesco Furlanetto & Nicolas Groshenny, "undated". "Mismatch Shocks and Unemployment During the Great Recession," School of Economics Working Papers 2015-14, University of Adelaide, School of Economics.
    18. Mark Gertler & Luca Sala & Antonella Trigari, 2008. "An Estimated Monetary DSGE Model with Unemployment and Staggered Nominal Wage Bargaining," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(8), pages 1713-1764, December.
    19. Mayer, Eric & Moyen, Stéphane & Stähler, Nikolai, 2010. "Government expenditures and unemployment: A DSGE perspective," Discussion Paper Series 1: Economic Studies 2010,18, Deutsche Bundesbank.
    20. Lechthaler, Wolfgang & Merkl, Christian & Snower, Dennis J., 2010. "Monetary persistence and the labor market: A new perspective," Journal of Economic Dynamics and Control, Elsevier, vol. 34(5), pages 968-983, May.

    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

    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:pra:mprapa:33391. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.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.