IDEAS home Printed from https://ideas.repec.org/p/kob/dpaper/dp2022-32.html

Cyclical Activity and Inflation under Secular Stagnation: Empirical Evidence Using Data on Japan's Lost Decades

Author

Listed:
  • Masahiko Shibamoto

    (Research Institute for Economics and Business Administration and Center for Computational Social Science, Kobe University, JAPAN)

Abstract

This paper re-examines whether the short-run inflation-activity trade-off remains stable during prolonged secular stagnation, using Japan’s “lost decades” as a laboratory. Standard slack measures (e.g., unemployment gaps or detrended unemployment) can embed persistent low-frequency movements that drift over time, obscuring the underlying Phillips-curve rela tionship. To address this measurement problem, we construct a cyclical activity index that isolates business-cycle-frequency comovement across a broad set of labor-market and real activity indicators. Using monthly Japanese data from 1983 to 2025, we estimate a short-run Phillips curve and find a negative, economically meaningful relationship between cyclical activity and short-term inflation that is stable across subsamples; structural break tests fail to reject the stability hypothesis. In contrast, conventional slack measures deliver weaker and less stable estimates. An instrumental variable approach that uses the cyclical activity index to instrument the unemployment gap yields a larger and more stable slope, consistent with low-frequency contamination or measurement error in conventional slack. Results are robust to alternative index constructions, inflation measures, and expected-inflation controls, including moving-average proxies and survey expectations at different maturities. Overall, demand conditions continue to matter for inflation under secular stagnation, but their influence can be obscured by the way slack is measured.

Suggested Citation

  • Masahiko Shibamoto, 2022. "Cyclical Activity and Inflation under Secular Stagnation: Empirical Evidence Using Data on Japan's Lost Decades," Discussion Paper Series DP2022-32, Research Institute for Economics & Business Administration, Kobe University, revised Apr 2026.
  • Handle: RePEc:kob:dpaper:dp2022-32
    as

    Download full text from publisher

    File URL: https://www.rieb.kobe-u.ac.jp/academic/ra/dp/English/DP2022-32.pdf
    File Function: Revised version, 2026
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Masahiko Shibamoto & Ryuzo Miyao, 2008. "Understanding Output and Price Dynamics in Japan: Why Have Japan's Price Movements Been Relatively Stable Since the 1990s?," Discussion Paper Series 219, Research Institute for Economics & Business Administration, Kobe University.
    2. Miyamoto, Hiroaki, 2011. "Cyclical behavior of unemployment and job vacancies in Japan," Japan and the World Economy, Elsevier, vol. 23(3), pages 214-225.
    3. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    4. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    5. Robert J. Gordon, 2013. "The Phillips Curve is Alive and Well: Inflation and the NAIRU During the Slow Recovery," NBER Working Papers 19390, National Bureau of Economic Research, Inc.
    6. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    7. A. W. Phillips, 1958. "The Relation Between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957," Economica, London School of Economics and Political Science, vol. 25(100), pages 283-299, November.
    8. Blanchard, Oliver & Cerutti, Eugenio & SUmmers, Lawrence, 2015. "Inflation and Activity - Two Explorations and Their Monetary Policy Implications," Working Paper Series 15-070, Harvard University, John F. Kennedy School of Government.
    9. Donald W. K. Andrews, 2003. "Tests for Parameter Instability and Structural Change with Unknown Change Point: A Corrigendum," Econometrica, Econometric Society, vol. 71(1), pages 395-397, January.
    10. Robert J. Gordon, 1997. "The Time-Varying NAIRU and Its Implications for Economic Policy," Journal of Economic Perspectives, American Economic Association, vol. 11(1), pages 11-32, Winter.
    11. Hoshi,Takeo & Lipscy,Phillip Y. (ed.), 2021. "The Political Economy of the Abe Government and Abenomics Reforms," Cambridge Books, Cambridge University Press, number 9781108843959.
    12. Edmund S. Phelps, 1968. "Money-Wage Dynamics and Labor-Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 76(4), pages 678-678.
    13. Hooper, Peter & Mishkin, Frederic S. & Sufi, Amir, 2020. "Prospects for inflation in a high pressure economy: Is the Phillips curve dead or is it just hibernating?," Research in Economics, Elsevier, vol. 74(1), pages 26-62.
    Full references (including those not matched with items on IDEAS)

    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. Takuya Sakaguchi & Masahiko Shibamoto, 2025. "The Role of Cyclical Inflation: Evidence from Japan," Discussion Paper Series DP2025-22, Research Institute for Economics & Business Administration, Kobe University.
    2. Ricardo Summa & Julia Braga, 2020. "Two routes back to the old Phillips curve: the amended mainstream model and the conflict augmented alternative," Bulletin of Political Economy, Bulletin of Political Economy, vol. 14(1), pages 81-115, June.
    3. Aguiar-Conraria, Luís & Martins, Manuel M.F. & Soares, Maria Joana, 2023. "The Phillips curve at 65: Time for time and frequency," Journal of Economic Dynamics and Control, Elsevier, vol. 151(C).
    4. Giraud, Gaël & Grasselli, Matheus, 2021. "Household debt: The missing link between inequality and secular stagnation," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 901-927.
    5. Thórarinn G. Pétursson, 2022. "Long‐term inflation expectations and inflation dynamics," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 158-174, January.
    6. Masahiko Shibamoto, 2023. "Inflation, Business Cycle, and Monetary Policy: The Role of Inflationary Pressure," Discussion Paper Series DP2023-04, Research Institute for Economics & Business Administration, Kobe University.
    7. Jørgensen, Peter Lihn & Lansing, Kevin J., 2025. "Anchored inflation expectations and the slope of the Phillips curve," European Economic Review, Elsevier, vol. 178(C).
    8. Aurélien Gaimon & Vincent Lapegue & Paola Veroni & Noé N'Semi & Frédéric Reynés & Maël Theulière, 2007. "Does the interaction between shocks and institutions solve the OECD unemployment puzzle ? A theoretical and empirical appraisal," Working Papers hal-03602950, HAL.
    9. David Staines, 2023. "Stochastic Equilibrium the Lucas Critique and Keynesian Economics," Papers 2312.16214, arXiv.org, revised Jun 2024.
    10. Ștefan George & Paraschiv Anca & Volintiru Clara, 2022. "Alternative Unemployment Rates in Romania," Proceedings of the International Conference on Business Excellence, Paradigm, vol. 16(1), pages 1491-1504, August.
    11. Sophocles Mavroeidis & Mikkel Plagborg-M?ller & James H. Stock, 2014. "Empirical Evidence on Inflation Expectations in the New Keynesian Phillips Curve," Journal of Economic Literature, American Economic Association, vol. 52(1), pages 124-188, March.
    12. Hjelm, Göran & Jönsson, Kristian, 2010. "In Search of a Method for Measuring the Output Gap of the Swedish Economy," Working Papers 115, National Institute of Economic Research.
    13. Homburg, Stefan, 2017. "A Study in Monetary Macroeconomics," OUP Catalogue, Oxford University Press, number 9780198807537.
    14. Aurélien Gaimon & Vincent Lapegue & Paola Veroni & Noé N'Semi & Frédéric Reynés & Maël Theulière, 2007. "Does the interaction between shocks and institutions solve the OECD unemployment puzzle ? A theoretical and empirical appraisal," Sciences Po Economics Publications (main) hal-03602950, HAL.
    15. Chiţu, Livia, 2016. "Reserve accumulation, inflation and moral hazard: Evidence from a natural experiment," Working Paper Series 1880, European Central Bank.
    16. Valerija Botric, 2012. "NAIRU estimates for Croatia," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 30(1), pages 163-180.
    17. Vania Esady & Bradley Speigner & Boromeus Wanengkirtyo, 2023. "Revisiting the effects of long-term unemployment on inflation: the role of non-linearities," Bank of England Staff Working Paper series 1018, Bank of England.
    18. Bill Russell & Anindya Banerjee & Issam Malki & Natalia Ponomareva, 2010. "A Multiple Break Panel Approach to Estimating United States Phillips Curves," Discussion Papers 10-14, Department of Economics, University of Birmingham.
    19. Engelbert Stockhammer & Rob Calvert Jump, 2022. "An Estimation of Unemployment Hysteresis," Working Papers PKWP2221, Post Keynesian Economics Society (PKES).
    20. Ian McDonald, 2009. "Behavioural Macroeconomics and Wage and Price Setting: Developing Some Early Insights of John Maynard Keynes and Joan Robinson," CAMA Working Papers 2009-11, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

    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:kob:dpaper:dp2022-32. 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: Office of Promoting Research Collaboration, Research Institute for Economics & Business Administration, Kobe University (email available below). General contact details of provider: https://edirc.repec.org/data/rikobjp.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.