Five Facts about Prices: A Reevaluation of Menu Cost Models

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 upwardsloping 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.

[1]  M. Arellano,et al.  Computing Robust Standard Errors for Within-Groups Estimators , 2009 .

[2]  Alan S. Blinder,et al.  Asking About Prices , 2009 .

[3]  P. Kehoe,et al.  Temporary Price Changes and the Real Effects of Monetary Policy , 2008 .

[4]  Emi Nakamura,et al.  Monetary Non-Neutrality in a Multi-Sector Menu Cost Model , 2008 .

[5]  Alan Kackmeister Yesterday's Bad Times Are Today's Good Old Times: Retail Price Changes Are More Frequent Today Than in the 1890s , 2007 .

[6]  Daniel A. Dias,et al.  Time- or state-dependent price setting rules? Evidence from micro data , 2007 .

[7]  Daniel Hosken,et al.  Pricing Behavior of Multiproduct Retailers , 2007 .

[8]  Étienne Gagnon,et al.  Price Setting During Low and High Inflation: Evidence from Mexico , 2007 .

[9]  Harald Stahl,et al.  Price Setting in the Euro Area: Some Stylised Facts from Individual Producer Price , 2007 .

[10]  Harald Stahl,et al.  Price Setting in the Euro Area: Some Stylised Facts from Individual Producer Price Data , 2007, SSRN Electronic Journal.

[11]  Mikhail Golosov,et al.  Menu Costs and Phillips Curves , 2003, Journal of Political Economy.

[12]  Harald Stahl,et al.  What Firms' Surveys Tell Us about Price-Setting Behavior in the Euro Area , 2006 .

[13]  Richard Friberg,et al.  Menu Costs and Asymmetric Price Adjustment , 2006 .

[14]  Hervé Le Bihan,et al.  Price Changes in the Euro Area and the United States: Some Facts from Individual Consumer Price Data , 2006 .

[15]  R. Rigobón,et al.  Sticky Borders , 2006 .

[16]  Peter J. Klenow,et al.  Real Rigidities and Nominal Price Changes , 2006 .

[17]  Carlos M. Carvalho Heterogeneity in Price Stickiness and the New Keynesian Phillips Curve , 2006 .

[18]  Brenda White,et al.  DEPARTMENT OF LABOR , 2006 .

[19]  Virgiliu Midrigan Menu Costs, Multi-Product Firms and Aggregate Fluctuations , 2011 .

[20]  E. Dhyne,et al.  Sticky Prices in the Euro Area: A Summary of New Micro Evidence , 2005, SSRN Electronic Journal.

[21]  L. Goette,et al.  Micro Evidence on the Adjustment of Sticky-Price Goods: It's How Often, Not How Much , 2005 .

[22]  P. Sevestre,et al.  Heterogeneity in Consumer Price Stickiness , 2005, SSRN Electronic Journal.

[23]  Harald Stahl,et al.  The Pricing Behaviour of Firms in the Euro Area: New Survey Evidence , 2005, SSRN Electronic Journal.

[24]  Giovanni Veronese,et al.  Price Setting in the Euro Area: Some Stylized Facts from Individual Consumer Price Data , 2005, SSRN Electronic Journal.

[25]  J. Baumgartner,et al.  How Frequently Do Consumer Prices Change in Austria? Evidence from Micro CPI Data , 2005, SSRN Electronic Journal.

[26]  J. S. Santos Silva,et al.  Time or State Dependent Price Setting Rules? Evidence from Portuguese Micro Data , 2005, SSRN Electronic Journal.

[27]  Alan Kackmeister Yesterday's bad times are today's good old times: retail price changes in the 1890s were smaller, less frequent, and more permanent , 2005 .

[28]  I. Hernando,et al.  EUROSYSTEM INFLATION PERSISTENCE NETWORK DO DECREASING HAZARD FUNCTIONS FOR PRICE CHANGES MAKE ANY SENSE? 1 , 2005 .

[29]  J. S. Silva,et al.  Time or State Dependent Price Setting Rules , 2005 .

[30]  Jeffrey R. Campbell,et al.  Rigid Prices: Evidence from U.S. Scanner Data , 2010 .

[31]  N. Jonker,et al.  An Empirical Analysis of Price Setting Behavior in the Netherlands in the Period 1998-2003 Using Micro Data , 2004, SSRN Electronic Journal.

[32]  Andrea Tambalotti,et al.  Federal Reserve Bank of New York Staff Reports Menu Costs at Work : Restaurant Prices and the Introduction of the Euro , 2004 .

[33]  Eyal Baharad,et al.  Price Rigidity and Price Dispersion: Evidence from Micro Data , 2004 .

[34]  Silvana Tenreyro,et al.  The Timing of Monetary Policy Shocks , 2004 .

[35]  M. Dias,et al.  Stylised Features of Price Setting Behaviour in Portugal: 1992-2001 , 2004, SSRN Electronic Journal.

[36]  David E. Weinstein,et al.  Globalization and the Gains from Variety , 2004 .

[37]  Daniel Hosken,et al.  Patterns of Retail Price Variation , 2004 .

[38]  J. Vilmunen How Often do Prices Change in Finland ? Micro-Level Evidence from the CPI , 2004 .

[39]  Martin Pesendorfer Retail sales: a study of pricing behavior in supermarkets , 2002 .

[40]  Jonathan L. Willis Magazine Prices Revisited , 2001 .

[41]  N. Mankiw,et al.  Sticky Information Versus Sticky Prices: A Proposal to Replace the New Keynesian Phillips Curve , 2001 .

[42]  Andrzej Skrzypacz,et al.  Inflation and Price Setting in a Natural Experiment , 2000 .

[43]  Robert G. King,et al.  State-Dependent Pricing and the General Equilibrium Dynamics of Money and Output , 1999 .

[44]  Victor Aguirregabiria THE DYNAMICS OF MARKUPS AND INVENTORIES IN RETAILING FIRMS , 1999 .

[45]  Aviv Nevo Measuring Market Power in the Ready-to-Eat Cereal Industry , 1998 .

[46]  Brent R. Moulton,et al.  Addressing the Quality Change Issue in the Consumer Price Index , 1997 .

[47]  Steven T. Berry,et al.  Automobile Prices in Market Equilibrium , 1995 .

[48]  A. Kashyap,et al.  Sticky Prices: New Evidence from Retail Catalogs , 1994 .

[49]  Saul Lach,et al.  The Behavior of Prices and Inflation: An Empirical Analysis of Disaggregat Price Data , 1992, Journal of Political Economy.

[50]  Brian Bowen,et al.  Why Are Products Sold on Sale?: Explanations of Pricing Regularities , 1991 .

[51]  Bo E. Honoré,et al.  IDENTIFICATION RESULTS FOR DURATION MODELS WITH MULTIPLE SPELLS OR TIME-VARYING COVARIATES , 1990 .

[52]  Tony Lancaster,et al.  The econometric analysis of transition data , 1990 .

[53]  Bruce D. Meyer Unemployment Insurance and Unemployment Spells , 1988 .

[54]  B. Pashigian,et al.  Demand Uncertainty and Sales: A Study of Fashion and Markdown Pricing , 1988 .

[55]  N. Kiefer Economic Duration Data and Hazard Functions , 1988 .

[56]  Andrew Caplin,et al.  Menu Costs and the Neutrality of Money , 1987 .

[57]  Stephen G. Cecchetti The frequency of price adjustment: A study of the newsstand prices of magazines , 1986 .

[58]  James J. Heckman,et al.  ECONOMETRIC ANALYSIS OF LONGITUDINAL DATA , 1986 .

[59]  D. Carlton,et al.  The Rigidity of Prices , 1986 .

[60]  George Tauchen,et al.  Finite state markov-chain approximations to univariate and vector autoregressions , 1986 .

[61]  E. Lazear Retail Pricing and Clearance Sales , 1984 .

[62]  Joel Sobel,et al.  The Timing of Sales , 1984 .

[63]  G. Calvo Staggered prices in a utility-maximizing framework , 1983 .

[64]  John B. Taylor Aggregate Dynamics and Staggered Contracts , 1980, Journal of Political Economy.

[65]  H. Varian A Model of Sales , 1980 .

[66]  D. Carlton,et al.  Contracts, Price Rigidity, and Market Equilibrium , 1979, Journal of Political Economy.

[67]  Tony Lancaster,et al.  ECONOMETRIC METHODS FOR THE DURATION OF UNEMPLOYMENT , 1979 .

[68]  R. Barro,et al.  Long-term contracting, sticky prices, and monetary policy , 1977 .

[69]  Eytan Sheshinski,et al.  Inflation and Costs of Price Adjustment , 1977 .

[70]  Robert J. Barro,et al.  A Theory of Monopolistic Price Adjustment , 1972 .

[71]  G. Stigler,et al.  The Behavior of Industrial Prices , 1971 .