IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2506.10640.html
   My bibliography  Save this paper

Asymmetric price adjustment over the business cycle

Author

Listed:
  • Daniel Levy

    (Allan)

  • Haipeng

    (Allan)

  • Chen
  • Sourav Ray
  • Elliot Charette
  • Xiao Ling
  • Weihong Zhao
  • Mark Bergen
  • Avichai Snir

Abstract

Studies of micro-level price datasets find more frequent small price increases than decreases, which can be explained by consumer inattention because time-constrained shoppers might ignore small price changes. Recent empirical studies of the link between shopping behavior and price attention over the business cycle find that consumers are more attentive to prices during economic downturns, and less attentive during economic booms. These two sets of findings have a testable implication. The asymmetry in small price changes should vary over the business cycle. It should diminish during recessions and strengthen during expansions. We test this prediction using a large US store-level dataset with more than 98 million weekly price observations for the years 1989-1997, which includes an 8-month recession period, as defined by the NBER. We compare price adjustments between periods of recession - high unemployment, and expansion - low unemployment. Focusing on small price changes, we find, consistent with our hypothesis, that there is a greater asymmetry in small price changes during periods of low unemployment compared to the periods of high unemployment, implying that firms price-setting behavior varies over the business cycle.

Suggested Citation

  • Daniel Levy & Haipeng & Chen & Sourav Ray & Elliot Charette & Xiao Ling & Weihong Zhao & Mark Bergen & Avichai Snir, 2025. "Asymmetric price adjustment over the business cycle," Papers 2506.10640, arXiv.org, revised Jun 2025.
  • Handle: RePEc:arx:papers:2506.10640
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2506.10640
    File Function: Latest version
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Fredrik Wulfsberg, 2016. "Inflation and Price Adjustments: Micro Evidence from Norwegian Consumer Prices 1975-2004," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(3), pages 175-194, July.
    2. Virgiliu Midrigan, 2011. "Menu Costs, Multiproduct Firms, and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(4), pages 1139-1180, July.
    3. Chakraborty, Ratula & Dobson, Paul W. & Seaton, Jonathan S. & Waterson, Michael, 2015. "Pricing in inflationary times: The penny drops," Journal of Monetary Economics, Elsevier, vol. 76(C), pages 71-86.
    4. Dutta, Shantanu & Bergen, Mark & Levy, Daniel, 2002. "Price flexibility in channels of distribution: Evidence from scanner data," Journal of Economic Dynamics and Control, Elsevier, vol. 26(11), pages 1845-1900, September.
    5. Snir, Avichai & Chen, Haipeng (Allan) & Levy, Daniel, 2022. "Zero-Ending Prices, Cognitive Convenience, and Price Rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 203, pages 519-542.
    6. Doron Sayag & Avichai Snir & Daniel Levy, 2024. "Small Price Changes, Sales Volume, and Menu Cost," Papers 2403.07166, arXiv.org.
    7. Robert A. Buckle & John A. Carlson, 2000. "Inflation and Asymmetric Price Adjustment," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 157-160, February.
    8. Fox, Kevin J. & Syed, Iqbal A., 2016. "Price discounts and the measurement of inflation," Journal of Econometrics, Elsevier, vol. 191(2), pages 398-406.
    9. Sayag, Doron & Snir, Avichai & Levy, Daniel, 2025. "Sticky information and price controls: Evidence from a natural experiment," Economics Letters, Elsevier, vol. 248(C).
    10. Levy, Daniel & Snir, Avichai & Gotler, Alex & Chen, Haipeng (Allan), 2020. "Not all price endings are created equal: Price points and asymmetric price rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue forthcomi.
    11. Alberto Cavallo & Roberto Rigobon, 2016. "The Billion Prices Project: Using Online Prices for Measurement and Research," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 151-178, Spring.
    12. Levy, Daniel & Lee, Dongwon & Chen, Haipeng (Allan) & Kauffman, Robert J. & Bergen, Mark, 2011. "Price Points and Price Rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 93(4), pages 1417-1431.
    13. Chen, Haipeng (Allan) & Levy, Daniel & Ray, Sourav & Bergen, Mark, 2008. "Asymmetric Price Adjustment in the Small," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(4), pages 728-737.
    14. N. Gregory Mankiw & Ricardo Reis, 2002. "Sticky Information versus Sticky Prices: A Proposal to Replace the New Keynesian Phillips Curve," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1295-1328.
    15. Alberto Cavallo, 2018. "Scraped Data and Sticky Prices," The Review of Economics and Statistics, MIT Press, vol. 100(1), pages 105-119, March.
    16. Aviv Nevo & Arlene Wong, 2019. "The Elasticity Of Substitution Between Time And Market Goods: Evidence From The Great Recession," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 60(1), pages 25-51, February.
    17. Ray, Sourav & Chen, Haipeng (Allan) & Bergen, Mark & Levy, Daniel, 2006. "Asymmetric Wholesale Pricing: Theory and Evidence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(2), pages 109-201.
    18. Nathan Goldstein, 2023. "Tracking Inattention," Journal of the European Economic Association, European Economic Association, vol. 21(6), pages 2682-2725.
    19. Olivier Coibion & Yuriy Gorodnichenko, 2015. "Information Rigidity and the Expectations Formation Process: A Simple Framework and New Facts," American Economic Review, American Economic Association, vol. 105(8), pages 2644-2678, August.
    20. Blinder, Alan S, 1991. "Why Are Prices Sticky? Preliminary Results from an Interview Study," American Economic Review, American Economic Association, vol. 81(2), pages 89-96, May.
    21. Fisher, Timothy C. G. & Konieczny, Jerzy D., 2000. "Synchronization of price changes by multiproduct firms: evidence from Canadian newspaper prices," Economics Letters, Elsevier, vol. 68(3), pages 271-277, September.
    22. Jean-Pierre Dubé & Günter J. Hitsch & Peter E. Rossi, 2018. "Income and Wealth Effects on Private-Label Demand: Evidence from the Great Recession," Marketing Science, INFORMS, vol. 37(1), pages 22-53, January.
    23. Levy, Daniel & Dutta, Shantanu & Bergen, Mark, 2002. "Heterogeneity in Price Rigidity: Evidence from a Case Study Using Microlevel Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 197-220, February.
    24. Lach, Saul & Tsiddon, Daniel, 1992. "The Behavior of Prices and Inflation: An Empirical Analysis of Disaggregated Price Data," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 349-389, April.
    25. Iqbal A. Syed, 2015. "Sales Spotter: An Algorithm to Identify Sale Prices in Point-of-Sale Data," Discussion Papers 2015-13, School of Economics, The University of New South Wales.
    26. Attila Rátfai, 2007. "The frequency and size of price adjustment: microeconomic evidence," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(7), pages 751-762.
    27. Davis, Michael C & Hamilton, James D, 2004. "Why Are Prices Sticky? The Dynamics of Wholesale Gasoline Prices," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(1), pages 17-37, February.
    28. Sam Peltzman, 2000. "Prices Rise Faster than They Fall," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 466-502, June.
    29. Snir, Avichai & Chen, Haipeng (Allan) & Levy, Daniel, 2022. "Zero-Ending Prices, Cognitive Convenience, and Price Rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 203, pages 519-542.
    30. David McKenzie & Ernesto Schargrodsky, 2011. "Buying Less but Shopping More: The Use of Nonmarket Labor during a Crisis," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 1-43.
    31. Hannan, Timothy H & Berger, Allen N, 1991. "The Rigidity of Prices: Evidence from the Banking Industry," American Economic Review, American Economic Association, vol. 81(4), pages 938-945, September.
    32. Kevin J, Fox. & Iqbal A. Syed, 2016. "Price Discounts and the Measurement of Inflation: Further Results," Discussion Papers 2016-05, School of Economics, The University of New South Wales.
    33. Marmorstein, Howard & Grewal, Dhruv & Fishe, Raymond P H, 1992. "The Value of Time Spent in Price-Comparison Shopping: Survey and Experimental Evidence," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 19(1), pages 52-61, June.
    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. Ray, Sourav & Snir, Avichai & Levy, Daniel, 2023. "Retail Pricing Format and Rigidity of Regular Prices," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1-1.
    2. Snir, Avichai & (Allan) Chen, Haipeng & Levy, Daniel, 2022. "Zero-ending prices, cognitive convenience, and price rigidity," Journal of Economic Behavior & Organization, Elsevier, vol. 203(C), pages 519-542.
    3. Levy, Daniel & Snir, Avichai & Gotler, Alex & Chen, Haipeng (Allan), 2020. "Not all price endings are created equal: Price points and asymmetric price rigidity," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue forthcomi.
    4. Snir, Avichai & Levy, Daniel, 2021. "If You Think 9-Ending Prices Are Low, Think Again," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(1 (Forthc).
    5. Claire Loupias & Patrick Sevestre, 2013. "Costs, Demand, and Producer Price Changes," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 315-327, March.
    6. Giulietti, Monica & Otero, Jesús & Waterson, Michael, 2020. "Rigidities and adjustments of daily prices to costs: Evidence from supermarket data," Journal of Economic Dynamics and Control, Elsevier, vol. 116(C).
    7. Emmanuel Dhyne & Jerzy Konieczny & Fabio Rumler & Patrick Sevestre, 2009. "Price rigidity in the euro area - An assessment," European Economy - Economic Papers 2008 - 2015 380, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    8. Chen, Haipeng (Allan) & Levy, Daniel & Ray, Sourav & Bergen, Mark, 2008. "Asymmetric Price Adjustment in the Small," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 55(4), pages 728-737.
    9. Doron Sayag & Avichai Snir & Daniel Levy, 2024. "Small Price Changes, Sales Volume, and Menu Cost," Papers 2403.07166, arXiv.org.
    10. Dhyne, Emmanuel & Fuss, Catherine & Pesaran, M. Hashem & Sevestre, Patrick, 2011. "Lumpy Price Adjustments: A Microeconometric Analysis," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(4), pages 529-540.
    11. Levy, Daniel & Müller, Georg & Chen, Haipeng (Allan) & Bergen, Mark & Dutta, Shantanu, 2010. "Holiday Price Rigidity and Cost of Price Adjustment," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 77(305), pages 172-198.
    12. Mark Bergen & Daniel Levy & Sourav Ray & Paul H. Rubin & Benjamin Zeliger, 2008. "When Little Things Mean a Lot: On the Inefficiency of Item-Pricing Laws," Journal of Law and Economics, University of Chicago Press, vol. 51(2), pages 209-250, May.
    13. Daniel Levy & Dongwon Lee & Haipeng (Allan) Chen & Robert J. Kauffman & Mark Bergen, 2011. "Price Points and Price Rigidity," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1417-1431, November.
    14. Daniel Levy, 2007. "Price rigidity and flexibility: new empirical evidence," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(7), pages 639-647.
    15. Young, Andrew T. & Levy, Daniel, 2014. "Explicit Evidence of an Implicit Contract," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 30(4), pages 804-832.
    16. Alexander L. Wolman, 2007. "The frequency and costs of individual price adjustment," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(6), pages 531-552.
    17. Knotek, Edward S., 2024. "The roles of price points and menu costs in price rigidity," Journal of Monetary Economics, Elsevier, vol. 145(C).
    18. Mikael Carlsson & Oskar Nordstrom Skans, 2012. "Evaluating Microfoundations for Aggregate Price Rigidities: Evidence from Matched Firm-Level Data on Product Prices and Unit Labor Cost," American Economic Review, American Economic Association, vol. 102(4), pages 1571-1595, June.
    19. Levy, Daniel, 2007. "Price Rigidity and Flexibility: New Empirical Evidence - Introduction to the Special Issue," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 28(7 (Specia), pages 639-647.
    20. Patrick Lünnemann & Thomas Y. Mathä, 2010. "Consumer price behaviour: evidence from Luxembourg micro data," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 31(2-3), pages 177-192.

    More about this item

    JEL classification:

    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • 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
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing

    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:arx:papers:2506.10640. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.