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Estimating a Search and Matching Model of the Aggregate Labor Market in Japan

Author

Listed:
  • Ching-Yang Lin

    (Graduate School of International Relations, International University of Japan)

  • Hiroaki Miyamoto

    (Graduate School of International Relations, International University of Japan)

Abstract

This paper studies how well a 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 productivity and separation shocks and use it as a data-generating process for our empirical analysis. Using Bayesian methods, we estimate the model for data on unemployment and vacancy postings in Japan. We Â…nd that the model is successful in matching the volatility in unemployment and vacancies while it does not match the volatility of output and wages. We also Â…nd that both productivity and separation shocks contribute to movements in unemployment and vacancies, but productivity shocks more so.

Suggested Citation

  • Ching-Yang Lin & Hiroaki Miyamoto, 2012. "Estimating a Search and Matching Model of the Aggregate Labor Market in Japan," CIRJE F-Series CIRJE-F-850, CIRJE, Faculty of Economics, University of Tokyo.
    • Handle: RePEc:tky:fseres:2012cf850
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    References listed on IDEAS

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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. Thomas A. Lubik, 2011. "Aggregate labor market dynamics in Hong Kong," Working Paper 11-02, Federal Reserve Bank of Richmond.
    5. 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.
    6. 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.
    7. 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).
    8. 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.
    9. Fujita, Shigeru & Ramey, Garey, 2007. "Job matching and propagation," Journal of Economic Dynamics and Control, Elsevier, vol. 31(11), pages 3671-3698, November.
    10. Miyamoto, Hiroaki, 2011. "Cyclical behavior of unemployment and job vacancies in Japan," Japan and the World Economy, Elsevier, vol. 23(3), pages 214-225.
    11. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    12. 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.
    13. Christopher A. Pissarides, 2000. "Equilibrium Unemployment Theory, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262161877, April.
    14. 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.
    15. Shigeru Fujita & Garey Ramey, 2012. "Exogenous versus Endogenous Separation," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 68-93, October.
    16. 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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    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Estimating a Search and Matching Model of the Aggregate Labor Market in Japan
      by Christian Zimmermann in NEP-DGE blog on 2012-05-05 02:26:06

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    More about this item

    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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