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On the Source of Seasonality in Price Changes: The Role of Seasonality in Menu Costs

Author

Listed:
  • Ko Munakata

    (Financial System and Bank Examination Department, Bank of Japan)

  • Takeshi Shinohara

    (Institute for Monetary and Economic Studies, Bank of Japan)

  • Shigenori Shiratsuka

    (Faculty of Economics, Keio University)

  • Nao Sudo

    (Institute for Monetary and Economic Studies, Bank of Japan)

  • Tsutomu Watanabe

    (Graduate School of Economics, University of Tokyo)

Abstract

Seasonality is among the most salient features of price changes, but it is notably less analyzed than seasonality of quantities and the business cycle component of price changes. To fill this gap, we use the scanner data of 199 categories of goods in Japan to empirically study the seasonality of price changes from 1990 to 2021. We find that the following four features generally hold for most categories: (1) The frequency of price increases and decreases rises in March and September; (2) Seasonal components of the frequency of price changes are negatively correlated with those of the size of price changes; (3) Seasonal components of the inflation rate track seasonal components of net frequency of price changes; (4) The seasonal pattern of the frequency of price changes is stable relative to that of the size of price changes. The pattern is, however, responsive to changes in the category-level annual inflation rate for the year. We conduct a simulation analysis using a simple state-dependent price model and show seasonal cycles in menu costs play an essential role in generating seasonality of price changes in the data. We then discuss the nature of seasonal cycles in menu costs and their implications for macroeconomic dynamics.

Suggested Citation

  • Ko Munakata & Takeshi Shinohara & Shigenori Shiratsuka & Nao Sudo & Tsutomu Watanabe, 2023. "On the Source of Seasonality in Price Changes: The Role of Seasonality in Menu Costs," Keio-IES Discussion Paper Series 2023-016, Institute for Economics Studies, Keio University.
  • Handle: RePEc:keo:dpaper:2023-016
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    References listed on IDEAS

    as
    1. Takayuki Mizuno & Makoto Nirei & Tsutomu Watanabe, 2010. "Closely Competing Firms and Price Adjustment: Some Findings from an Online Marketplace," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(4), pages 673-696, December.
    2. Jeffrey A. Miron, 1996. "The Economics of Seasonal Cycles," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262133237, April.
    3. Mikhail Golosov & Robert E. Lucas Jr., 2007. "Menu Costs and Phillips Curves," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 171-199.
    4. Barsky, Robert B & Miron, Jeffrey A, 1989. "The Seasonal Cycle and the Business Cycle," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 503-534, June.
    5. Emi Nakamura & Jón Steinsson, 2010. "Monetary Non-neutrality in a Multisector Menu Cost Model," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 961-1013.
    6. Luis J. Álvarez & Emmanuel Dhyne & Marco Hoeberichts & Claudia Kwapil & Hervé Le Bihan & Patrick Lünnemann & Fernando Martins & Roberto Sabbatini & Harald Stahl & Philip Vermeulen & Jouko Vilmunen, 2006. "Sticky Prices in the Euro Area: A Summary of New Micro-Evidence," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 575-584, 04-05.
    7. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
    8. Mark Bils & Peter J. Klenow, 2004. "Some Evidence on the Importance of Sticky Prices," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 947-985, October.
    9. J. Joseph Beaulieu & Jeffrey K. MacKie-Mason & Jeffrey A. Miron, 1992. "Why Do Countries and Industries with Large Seasonal Cycles Also Have Large Business Cycles?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 621-656.
    10. Kota Watanabe & Tsutomu Watanabe, 2014. "Estimating Daily Inflation Using Scanner Data: A Progress Report," UTokyo Price Project Working Paper Series 020, University of Tokyo, Graduate School of Economics.
    11. Nao Sudo & Kozo Ueda & Kota Watanabe, 2014. "Micro Price Dynamics during Japan's Lost Decades," Asian Economic Policy Review, Japan Center for Economic Research, vol. 9(1), pages 44-64, January.
    12. Krane, Spencer & Wascher, William, 1999. "The cyclical sensitivity of seasonality in U.S. employment," Journal of Monetary Economics, Elsevier, vol. 44(3), pages 523-553, December.
    13. repec:nbr:nberre:0126 is not listed on IDEAS
    14. Taylor, John B, 1980. "Aggregate Dynamics and Staggered Contracts," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 1-23, February.
    15. Cecchetti, Stephen G & Kashyap, Anil K & Wilcox, David W, 1997. "Interactions between the Seasonal and Business Cycles in Production and Inventories," American Economic Review, American Economic Association, vol. 87(5), pages 884-892, December.
    16. Kozo Ueda & Kota Watanabe & Tsutomu Watanabe, 2019. "Product Turnover and the Cost-of-Living Index: Quality versus Fashion Effects," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 310-347, April.
    17. Emi Nakamura & Jón Steinsson, 2008. "Five Facts about Prices: A Reevaluation of Menu Cost Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1415-1464.
    18. Martin Eichenbaum & Nir Jaimovich & Sergio Rebelo, 2011. "Reference Prices, Costs, and Nominal Rigidities," American Economic Review, American Economic Association, vol. 101(1), pages 234-262, February.
    19. Abe, Naohito & Tonogi, Akiyuki, 2010. "Micro and macro price dynamics in daily data," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 716-728, September.
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    More about this item

    Keywords

    Scanner Data; Seasonality in Price Changes; New Keynesian Model; Menu Costs;
    All these 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
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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