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An Estimated Search and Matching Model of the Japanese Labor Market

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Abstract

This paper studies how well a simple search and matching model can describe aggregate Japanese labor market dynamics in a full information setting. We develop a discrete-time search and matching model with a convex vacancy posting cost and three shocks: productivity, separation, and markup shocks. We use the model as a data-generating process for our empirical analysis and estimate it by using Bayesian methods. The model is successful in replicating the behavior of unemployment and vacancies in Japan. However, we also find that the success of the model relies on shock processes that are not empirically plausible.

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  • Ching-Yang Lin & Hiroaki Miyamoto, 2014. "An Estimated Search and Matching Model of the Japanese Labor Market," Working Papers EMS_2014_02, Research Institute, International University of Japan.
    • Handle: RePEc:iuj:wpaper:ems_2014_02
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    1. 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.
    2. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    3. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    4. Justiniano, Alejandro & Primiceri, Giorgio E. & Tambalotti, Andrea, 2010. "Investment shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 132-145, March.
    5. Thomas A. Lubik, 2011. "Aggregate labor market dynamics in Hong Kong," Working Paper 11-02, Federal Reserve Bank of Richmond.
    6. 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.
    7. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2009. "New Keynesian Models: Not Yet Useful for Policy Analysis," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 242-266, January.
    8. Julen ESTEBAN-PRETEL & NAKAJIMA Ryo & TANAKA Ryuichi, 2011. "Japan's Labor Market Cyclicality and the Volatility Puzzle," Discussion papers 11040, Research Institute of Economy, Trade and Industry (RIETI).
    9. Walsh, Carl E., 2003. "Labor Market Search, Sticky Prices, and Interest Rate Policies," Santa Cruz Department of Economics, Working Paper Series qt6tg550dv, Department of Economics, UC Santa Cruz.
    10. Andreas Hornstein & Per Krusell & Giovanni L. Violante, 2005. "Unemployment and vacancy fluctuations in the matching model: inspecting the mechanism," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 91(Sum), pages 19-50.
    11. Esteban-Pretel, Julen & Fujimoto, Junichi, 2012. "Life-cycle search, match quality and Japan’s labor market," Journal of the Japanese and International Economies, Elsevier, vol. 26(3), pages 326-350.
    12. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    13. Fujita, Shigeru & Ramey, Garey, 2007. "Job matching and propagation," Journal of Economic Dynamics and Control, Elsevier, vol. 31(11), pages 3671-3698, November.
    14. Thomas A. Lubik, 2009. "Estimating a search and matching model of the aggregate labor market," Economic Quarterly, Federal Reserve Bank of Richmond, vol. 95(Spr), pages 101-120.
    15. Thomas, Carlos, 2008. "Search and matching frictions and optimal monetary policy," Journal of Monetary Economics, Elsevier, vol. 55(5), pages 936-956, July.
    16. Miyamoto, Hiroaki, 2011. "Cyclical behavior of unemployment and job vacancies in Japan," Japan and the World Economy, Elsevier, vol. 23(3), pages 214-225.
    17. Hiroaki Miyamoto & Yoshimasa Shirai, 2006. "Job Flows And Unemployment In An Equilibrium Unemployment Model With Firm‐Specific Skill Training," The Japanese Economic Review, Japanese Economic Association, vol. 57(4), pages 547-561, December.
    18. Masanori Hashimoto, 1990. "The Japanese Labor Market in a Comparative Perspective with the United States," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number jlm, December.
    19. Carl E. Walsh, 2005. "Labor Market Search, Sticky Prices, and Interest Rate Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(4), pages 829-849, October.
    20. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    21. John P Martin, 1998. "What Works Among Active Labour Market Policies: Evidence from OECD Countries' Experiences," RBA Annual Conference Volume (Discontinued), in: Guy Debelle & Jeff Borland (ed.),Unemployment and the Australian Labour Market, Reserve Bank of Australia.
    22. Robert Shimer, 2012. "Reassessing the Ins and Outs of Unemployment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(2), pages 127-148, April.
    23. Dale Mortensen & Eva Nagypal, 2007. "More on Unemployment and Vacancy Fluctuations," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(3), pages 327-347, July.
    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. Lin, Ching-Yang & Miyamoto, Hiroaki, 2012. "Gross worker flows and unemployment dynamics in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 26(1), pages 44-61.
    27. Shigeru Fujita & Garey Ramey, 2012. "Exogenous versus Endogenous Separation," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 68-93, October.
    28. Toshiaki Tachibanaki, 1991. "Labour Market Flexibility in Japan in Comparison with Europe and the U.S," NBER Chapters, in: International Volatility and Economic Growth: The First Ten Years of The International Seminar on Macroeconomics, pages 115-152, National Bureau of Economic Research, Inc.
    29. Kato, Ryuta Ray & Miyamoto, Hiroaki, 2013. "Fiscal stimulus and labor market dynamics in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 30(C), pages 33-58.
    30. 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.
    31. Thomas A. Lubik, 2012. "Aggregate Labour Market Dynamics In Hong Kong," Pacific Economic Review, Wiley Blackwell, vol. 17(2), pages 257-279, May.
    32. Robert E. Hall, 2005. "Employment Fluctuations with Equilibrium Wage Stickiness," American Economic Review, American Economic Association, vol. 95(1), pages 50-65, March.
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    Cited by:

    1. Noritaka Kudoh & Hiroaki Miyamoto & Masaru Sasaki, 2019. "Employment and Hours over the Business Cycle in a Model with Search Frictions," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 31, pages 436-461, January.
    2. Miyamoto Hiroaki, 2016. "Growth and non-regular employment," The B.E. Journal of Macroeconomics, De Gruyter, vol. 16(2), pages 523-554, June.
    3. Bin Wang & Yum K. Kwan, 2021. "Constructing the job‐finding rate and separation rate of Hong Kong labour market," Pacific Economic Review, Wiley Blackwell, vol. 26(3), pages 303-311, August.
    4. NI Bin & KATO Hayato & LIU Yang, 2020. "Does It Matter Where You Invest? The Impact of FDI on Domestic Job Creation and Destruction," Discussion papers 20008, Research Institute of Economy, Trade and Industry (RIETI).
    5. 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).
    6. 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.
    7. Gaston, Noel & Yoshimi, Taiyo, 2023. "The Balassa-Samuelson model with job separations," Japan and the World Economy, Elsevier, vol. 65(C).
    8. Hiroaki Miyamoto, 2016. "Uncertainty shocks and labor market dynamics in Japan," Working Papers SDES-2016-8, Kochi University of Technology, School of Economics and Management, revised Jun 2016.

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    More about this item

    Keywords

    Search and matching model; Unemployment; Bayesian Estimation; Japanese labor market;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

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