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Five Facts about Prices: A Reevaluation of Menu Cost Models

  • Emi Nakamura

    (Columbia University, NBER, CEPR)

  • Jón Steinsson

    (Columbia University, NBER, CEPR)

We establish five facts about prices in the U.S. economy: (1) For consumer prices, the median frequency of nonsale price change is roughly half of what it is including sales (9-12% per month versus 19-20% per month for identical items; 11-13% per month versus 21-22% per month including product substitutions). The median frequency of price change for finished-goods producer prices is comparable to that of consumer prices excluding sales. (2) One-third of nonsale price changes are price decreases. (3) The frequency of price increases covaries strongly with inflation, whereas the frequency of price decreases and the size of price increases and price decreases do not. (4) The frequency of price change is highly seasonal: it is highest in the first quarter and then declines. (5) We find no evidence of upward-sloping hazard functions of price changes for individual products. We show that the first, second, and third facts are consistent with a benchmark menu-cost model, whereas the fourth and fifth facts are not. (c) 2008 by the President and Fellows of Harvard College and the Massachusetts Institute of Technology..

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Article provided by MIT Press in its journal Quarterly Journal of Economics.

Volume (Year): 123 (2008)
Issue (Month): 4 (November)
Pages: 1415-1464

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Handle: RePEc:tpr:qjecon:v:123:y:2008:i:4:p:1415-1464
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  1. Oleksiy Kryvtsov & Peter J. Klenow, 2004. "State-Dependent or Time-Dependent Pricing: Does It Matter For Recent U.S. Inflation?," Computing in Economics and Finance 2004 277, Society for Computational Economics.
  2. Jonathan L. Willis, 2006. "Magazine prices revisited," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(3), pages 337-344.
  3. George J. Stigler & James K. Kindahl, 1970. "The Behavior of Industrial Prices," NBER Books, National Bureau of Economic Research, Inc, number stig70-1, July.
  4. Dias, D.A. & Marques, C. Robalo & Santos Silva, J.M.C., 2007. "Time- or state-dependent price setting rules? Evidence from micro data," European Economic Review, Elsevier, vol. 51(7), pages 1589-1613, October.
  5. Ellingsen, Tore & Friberg, Richard & Hassler, John, 2006. "Menu Costs and Asymmetric Price Adjustment," CEPR Discussion Papers 5749, C.E.P.R. Discussion Papers.
  6. S. Fabiani & M. Druant & I. Hernando & C. Kwapil & B. Landau & C. Loupias & Fernando Martins & T. Mathä & R. Sabbatini & H. Stahl & A. Stokman, 2005. "The Pricing Behaviour of Firms in the Euro Area: New Survey Evidence," Working Papers w200510, Banco de Portugal, Economics and Research Department.
  7. Álvarez, L. & Dias, D. & Dhyne, E. & Hoffmann, J. & Jonker, N. & Le Bihan, H. & Lünnemann, P. & Rumler, F. & Veronese, G. & Vilmunen, J., 2005. "Price Setting in the Euro Area: Some Stylized Facts from Individual Consumer Price Data," Working papers 136, Banque de France.
  8. Ben Eden & Jeff Campbell, 2004. "Rigid Prices: Evidence from US scanner data," 2004 Meeting Papers 461, Society for Economic Dynamics.
  9. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains from Variety," The Quarterly Journal of Economics, MIT Press, vol. 121(2), pages 541-585, May.
  10. Luis J. Álvarez & Emmanuel Dhyne & Marco Hoeberichts & C. Kwapil & Hervé Le Bihan & Patrick Lünnemann & Fernando Martins & R. Sabbatini & H. Stahl & Philip Vermeulen & Jouko Vilmunen, 2006. "Sticky Prices in The Euro Area: a Summary of New Micro Evidence," Working Papers w200605, Banco de Portugal, Economics and Research Department.
  11. Jon Steinsson & Emi Nakamura, 2007. "Monetary Non-Neutrality in a Multi-Sector Menu Cost Model," 2007 Meeting Papers 736, Society for Economic Dynamics.
  12. Daniel Hosken & David Reiffen, 2004. "Patterns of Retail Price Variation," RAND Journal of Economics, The RAND Corporation, vol. 35(1), pages 128-146, Spring.
  13. Fougère, Denis & Le Bihan, Hervé & Sevestre, Patrick, 2005. "Heterogeneity in Consumer Price Stickiness: A Microeconometric Investigation," CEPR Discussion Papers 5300, C.E.P.R. Discussion Papers.
  14. Cecchetti, Stephen G., 1986. "The frequency of price adjustment : A study of the newsstand prices of magazines," Journal of Econometrics, Elsevier, vol. 31(3), pages 255-274, April.
  15. Nevo, Aviv, 1998. "Measuring Market Power in the Ready-To-Eat Cereal Industry," Food Marketing Policy Center Research Reports 037, University of Connecticut, Department of Agricultural and Resource Economics, Charles J. Zwick Center for Food and Resource Policy.
  16. Silvia Fabiani & Martine Druant & Ignacio Hernando & Claudia Kwapil & Bettina Landau & Claire Loupias & Fernando Martins & Thomas Mathä & Roberto Sabbatini & Harald Stahl & Ad Stokman, 2006. "What Firms' Surveys Tell Us about Price-Setting Behavior in the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 2(3), September.
  17. Lazear, Edward P, 1986. "Retail Pricing and Clearance Sales," American Economic Review, American Economic Association, vol. 76(1), pages 14-32, March.
  18. Martin Pesendorfer, 2002. "Retail Sales: A Study of Pricing Behavior in Supermarkets," The Journal of Business, University of Chicago Press, vol. 75(1), pages 33-66, January.
  19. Lorenz Goette & Rudolf Minsch & Jean-Robert Tyran, 2005. "Micro Evidence on the Adjustment of Sticky-Price Goods: It's How Often, not How Much," Discussion Papers 05-20, University of Copenhagen. Department of Economics.
  20. Andrew C. Caplin & Daniel F. Spulber, 1987. "Menu Costs and the Neutrality of Money," NBER Working Papers 2311, National Bureau of Economic Research, Inc.
  21. Patrick J. Kehoe & Virgiliu Midrigan, 2008. "Temporary Price Changes and the Real Effects of Monetary Policy," NBER Working Papers 14392, National Bureau of Economic Research, Inc.
  22. Philip Vermeulen & Daniel A. Dias & Maarten Dossche & Erwan Gautier & Ignacio Hernando & Roberto Sabbatini & Harald Stahl, 2012. "Price Setting in the Euro Area: Some Stylized Facts from Individual Producer Price Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(8), pages 1631-1650, December.
  23. Dennis W. Carlton, 1986. "The Rigidity of Prices," NBER Working Papers 1813, National Bureau of Economic Research, Inc.
  24. 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, MIT Press, vol. 117(4), pages 1295-1328, November.
  25. Meyer, Bruce D, 1990. "Unemployment Insurance and Unemployment Spells," Econometrica, Econometric Society, vol. 58(4), pages 757-82, July.
  26. Bart Hobijn & Federico Ravenna & Andrea Tambalotti, 2004. "Menu costs at work: restaurant prices and the introduction of the euro," Staff Reports 195, Federal Reserve Bank of New York.
  27. Giovanni Olivei & Silvana Tenreyro, 2006. "The timing of monetary policy shocks," LSE Research Online Documents on Economics 3742, London School of Economics and Political Science, LSE Library.
  28. Aguirregabiria, Victor, 1999. "The Dynamics of Markups and Inventories in Retailing Firms," Review of Economic Studies, Wiley Blackwell, vol. 66(2), pages 275-308, April.
  29. Arellano, M, 1987. "Computing Robust Standard Errors for Within-Groups Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 49(4), pages 431-34, November.
  30. Lancaster, Tony, 1979. "Econometric Methods for the Duration of Unemployment," Econometrica, Econometric Society, vol. 47(4), pages 939-56, July.
  31. Konieczny, Jerzy D. & Skrzypacz, Andrzej, 2005. "Inflation and price setting in a natural experiment," Journal of Monetary Economics, Elsevier, vol. 52(3), pages 621-632, April.
  32. Anil K Kashyap, 1994. "Sticky Prices: New Evidence from Retail Catalogs," NBER Working Papers 4855, National Bureau of Economic Research, Inc.
  33. Etienne Gagnon, 2009. "Price Setting During Low and High Inflation: Evidence from Mexico," The Quarterly Journal of Economics, MIT Press, vol. 124(3), pages 1221-1263, August.
  34. Emmanuel Dhyne & Luis J. Alvarez & Herve Le Bihan & Giovanni Veronese & Daniel Dias & Johannes Hoffmann & Nicole Jonker & Patrick Lunnemann & Fabio Rumler & Jouko Vilmunen, 2006. "Price Changes in the Euro Area and the United States: Some Facts from Individual Consumer Price Data," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 171-192, Spring.
  35. 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 349-89, April.
  36. Josef Baumgartner & Ernst Glatzer & Fabio Rumler & Alfred Stiglbauer, 2005. "How Frequently Do Consumer Prices Change in Austria? Evidence from Micro CPI Data," Working Papers 101, Oesterreichische Nationalbank (Austrian Central Bank).
  37. Mikhail Golosov & Robert E. Lucas Jr., 2007. "Menu Costs and Phillips Curves," Journal of Political Economy, University of Chicago Press, vol. 115, pages 171-199.
  38. Taylor, John B, 1980. "Aggregate Dynamics and Staggered Contracts," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 1-23, February.
  39. Calvo, Guillermo A., 1983. "Staggered prices in a utility-maximizing framework," Journal of Monetary Economics, Elsevier, vol. 12(3), pages 383-398, September.
  40. Carlton, Dennis W, 1979. "Contracts, Price Rigidity, and Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 1034-62, October.
  41. Pashigian, B Peter, 1988. "Demand Uncertainty and Sales: A Study of Fashion and Markdown Pricin g," American Economic Review, American Economic Association, vol. 78(5), pages 936-53, December.
  42. 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.
  43. Sobel, Joel, 1984. "The Timing of Sales," Review of Economic Studies, Wiley Blackwell, vol. 51(3), pages 353-68, July.
  44. Kiefer, Nicholas M, 1988. "Economic Duration Data and Hazard Functions," Journal of Economic Literature, American Economic Association, vol. 26(2), pages 646-79, June.
  45. Álvarez, Luis J. & Burriel, Pablo & Hernando, Ignacio, 2005. "Do decreasing hazard functions for price changes make any sense?," Working Paper Series 0461, European Central Bank.
  46. Sheshinski, Eytan & Weiss, Yoram, 1977. "Inflation and Costs of Price Adjustment," Review of Economic Studies, Wiley Blackwell, vol. 44(2), pages 287-303, June.
  47. Midrigan, Virgiliu, 2006. "Menu costs, multi-product firms, and aggregate fluctuations," CFS Working Paper Series 2007/13, Center for Financial Studies (CFS).
  48. Alan Kackmeister, 2007. "Yesterday's Bad Times Are Today's Good Old Times: Retail Price Changes Are More Frequent Today Than in the 1890s," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 1987-2020, December.
  49. Barro, Robert J., 1977. "Long-term contracting, sticky prices, and monetary policy," Journal of Monetary Economics, Elsevier, vol. 3(3), pages 305-316, July.
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