Sticky Wages: Evidence from Quarterly Microeconomic Data

This paper documents nominal wage stickiness using an original quarterly firm-level dataset. We use the ACEMO survey, which reports the base wage for up to 12 employee categories in French firms over the period 1998 to 2005, and obtain the following main results. First, the quarterly frequency of wage change is around 35 percent. Second, there is some downward rigidity in the base wage. Third, wage changes are mainly synchronized within firms but to a large extent staggered across .firms. Fourth, standard Calvo or Taylor schemes fail to match micro wage adjustment patterns, but fixed duration "Taylor-like" wage contracts are observed for a minority of firms. Based on a two-thresholds sample selection model, we perform an econometric analysis of wage changes. Our results suggest that the timing of wage adjustments is not state-dependent, and are consistent with existence of predetermined of wage changes. They also suggest that both backward- and forward-looking behavior is relevant in wage setting.

[1]  P. Levine,et al.  Risk Management in Action - Robust Monetary Policy Rules under Structured Uncertainty , 2008 .

[2]  Lawrence F. Katz,et al.  Wage Dynamics: Reconciling Theory and Evidence , 1999 .

[3]  R. Kato,et al.  Matlab code for a sticky wage/price model , 2002 .

[4]  Stephen G. Cecchetti.  Indexation and Incomes Policy: A Study of Wage Adjustment in Unionized Manufacturing , 1987, Journal of Labor Economics.

[5]  Olivier J. Blanchard,et al.  Real Wage Rigidities and the New Keynesian Model , 2005 .

[6]  S. Fischer,et al.  Lectures on Macroeconomics , 1972 .

[7]  Andrew T. Levin,et al.  Optimal Monetary Policy with Staggered Wage and Price Contracts , 1999, Credit and Capital Markets – Kredit und Kapital: Volume 52, Issue 4.

[8]  David Card,et al.  Does Inflation "Grease the Wheels of the Labor Market"? , 1996 .

[9]  E. Gautier.  The behaviour of producer prices: evidence from French PPI micro data , 2008 .

[10]  John B. Taylor.  Union Wage Settlements During a Disinflation , 1982 .

[11]  Timothy C. G. Fisher,et al.  Inflation and Costly Price Adjustment: A Study of Canadian Newspaper Prices , 2006 .

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

[13]  Peter J. Klenow,et al.  Sticky Information and Sticky Prices , 2006 .

[14]  Marno Verbeek,et al.  Non-response in panel data: The impact on estimates of a life cycle consumption function. , 1992 .

[15]  N. Cassola,et al.  The Reserve Fulfilment Path of Euro Area Commercial Banks: Empirical Testing Using Panel Data , 2008, SSRN Electronic Journal.

[16]  Erwan Gautier,et al.  The Behaviour of Producer Prices: Some Evidence from the French PPI Micro Data , 2006, SSRN Electronic Journal.

[17]  B. Hofmann,et al.  Do Monetary Indicators Lead Euro Area Inflation? , 2008 .

[18]  Michael Woodford,et al.  Interest and Prices , 2011 .

[19]  Ana E. Lamo,et al.  WAGE RIGIDITIES AND LABOR MARKET ADJUSTMENT IN EUROPE , 2010 .

[20]  K. Nyholm,et al.  How Arbitrage-Free is the Nelson-Siegel Model? , 2008, SSRN Electronic Journal.

[21]  David Card.  Unexpected Inflation, Real Wages, and Employment Determination in Union Contracts , 1988 .

[22]  James J. Heckman,et al.  The Empirical Foundations of Calibration , 1996 .

[23]  Shulamit Kahn,et al.  Evidence of Nominal Wage Stickiness from Microdata , 1997 .

[24]  Lawrence J. Christiano,et al.  Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy , 2005 .

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

[26]  Stanley Fischer,et al.  Long-Term Contracts, Rational Expectations, and the Optimal Money Supply Rule , 1977, Journal of Political Economy.

[27]  M. Bils.  Real Wages over the Business Cycle: Evidence from Panel Data , 1985, Journal of Political Economy.

[28]  T. Sargent.  A Note on the 'Accelerationist' Controversy , 1971 .

[29]  P. Sevestre,et al.  What Do Thirteen Million Price Records Have to Say About Consumer Price Rigidity? , 2007 .

[30]  Silvana Tenreyro,et al.  Hot and Cold Seasons in the Housing Market ∗ , 2009 .

[31]  D. Giannone,et al.  Explaining the Great Moderation: It is Not the Shocks , 2008 .

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

[33]  S. Basu,et al.  Some Evidence on the Importance of Sticky Wages , 2010, SSRN Electronic Journal.

[34]  Miguel St. Aubyn,et al.  Macroeconomic Rates of Return of Public and Private Investment: Crowding-In and Crowding-Out Effects , 2008 .

[35]  P. Sevestre,et al.  Heterogeneity in Consumer Price Stickiness , 2007 .

[36]  J. Heckman.  Sample selection bias as a specification error , 1979 .

[37]  Huw Dixon,et al.  How to Compare Taylor and Calvo Contracts: A Comment on Michael Kiley , 2006 .

[38]  Jeffrey M. Woodbridge.  Econometric Analysis of Cross Section and Panel Data , 2002 .

[39]  S. Dées,et al.  Global Macro-Financial Shocks and Expected Default Frequencies in the Euro Area , 2008 .

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

[41]  John B. Taylor.  Staggered Price and Wage Setting in Macroeconomics , 1998 .

[42]  M. Verbeek,et al.  Testing for selectivity bias in panel data models , 1992 .

[43]  George L. Perry,et al.  The Macroeconomics of Low Inflation , 1996 .

[44]  Carlos Carvalho,et al.  Heterogeneity in Price Stickiness and the Real Effects of Monetary Shocks , 2006 .

[45]  Marcel Fratzscher,et al.  Purdah: On the Rationale for Central Bank Silence Around Policy Meetings , 2008 .

[46]  P. Gottschalk.  Downward Nominal-Wage Flexibility: Real or Measurement Error? , 2004, Review of Economics and Statistics.

[47]  E. Mileva.  The Impact of Capital Flows on Domestic Investment in Transition Economies , 2008 .

[48]  Tony Lancaster,et al.  The Econometric Analysis of Transition Data. , 1992 .

[49]  E. Fehr,et al.  Robustness and Real Consequences of Nominal Wage Rigidity , 2003, SSRN Electronic Journal.

[50]  L. Christofides,et al.  The determinants of contract length: An empirical analysis based on Canadian micro data , 1983 .

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

[52]  L. Summers,et al.  Unexpected Inflation , Real Wages , and Employment Determination in Union Contracts , 2022 .

[53]  F. Smets,et al.  An estimated dynamic stochastic general equilibrium model of the euro area. NBB Working Paper Nr. 35 , 2002 .

[54]  Lorenz Goette,et al.  How Wages Change: Micro Evidence from the International Wage Flexibility Project , 2006, SSRN Electronic Journal.

[55]  Pierre Biscourp,et al.  Les salaires sont-ils rigides ? Le cas de la France à la fin des années 1990 ; suivi d'un commentaire de Hubert Kempf , 2005 .

[56]  Patrick Sevestre,et al.  Lumpy Price Adjustments: A Microeconometric Analysis , 2006, SSRN Electronic Journal.

[57]  P. Rother,et al.  Population Ageing and Public Pension Reforms in a Small Open Economy , 2008, SSRN Electronic Journal.

[58]  Antonello D’Agostino,et al.  Are Sectoral Stock Prices Useful for Predicting Euro Area GDP? , 2008 .

[59]  John B. Taylor.  Thirty‐Five Years of Model Building for Monetary Policy Evaluation: Breakthroughs, Dark Ages, and a Renaissance , 2007 .

[60]  B. Bernanke.  Monetary Policy under Uncertainty , 2007 .

[61]  Andrew T. Levin,et al.  NBER WORKING PAPER SERIES MONETARY POLICY UNDER UNCERTAINTY IN MICRO-FOUNDED MACROECONOMETRIC MODELS , 2005 .