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Price Flexibility in Channels of Distribution: Evidence from Scanner Data

  • Shantanu Dutta

    (University of Southern California)

  • Mark Bergen

    (University of Minnesota)

  • Daniel Levy


    (Department of Economics, Bar Ilan University)

In this study, we empirically examine the extent of price rigidity using a unique store-level time series data set—consisting of (i) actual retail transaction prices, (ii) actual wholesale transaction prices which represent both the retailers’ costs and the prices received by manufacturers, and (iii) a measure of manufacturers’ costs—for twelve goods in two widely used consumer product categories. We simultaneously examine the extent of price rigidity for each of the twelve products at both, final goods and intermediate goods levels. We study two notions of price rigidity employed in the existing literature: (i) the frequency of price changes, and (ii) the response of prices to exogenous cost changes. We find that retail prices exhibit remarkable flexibility in terms of both notions of price rigidity. i.e., they change frequently and they seem to respond quickly and fully to cost changes. Furthermore, we find that retail prices respond not just to their direct costs, but also to the upstream manufacturers’ costs, which further reinforces the extent of the retail price flexibility. At the intermediate goods level of the market, in contrast, we find relatively more evidence of rigidity in the response of manufacturers prices to cost changes. This despite the fact that wholesale prices change frequently and therefore exhibit flexibility according to the first notion of price rigidity.

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Paper provided by Bar-Ilan University, Department of Economics in its series Working Papers with number 2002-10.

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Date of creation: Apr 2002
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Handle: RePEc:biu:wpaper:2002-10
Contact details of provider: Postal: Faculty of Social Sciences, Bar Ilan University 52900 Ramat-Gan
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  1. Carlton, Dennis W, 1986. "The Rigidity of Prices," American Economic Review, American Economic Association, vol. 76(4), pages 637-58, September.
  2. Chevalier, Judith A, 1995. "Capital Structure and Product-Market Competition: Empirical Evidence from the Supermarket Industry," American Economic Review, American Economic Association, vol. 85(3), pages 415-35, June.
  3. Robert C. Blattberg & Kenneth J. Wisniewski, 1989. "Price-Induced Patterns of Competition," Marketing Science, INFORMS, vol. 8(4), pages 291-309.
  4. Levy, Daniel, et al, 1997. "The Magnitude of Menu Costs: Direct Evidence from Large U.S. Supermarket Chains," The Quarterly Journal of Economics, MIT Press, vol. 112(3), pages 791-825, August.
  5. Simon G. Gilchrist & Egon Zakrajsek, 1995. "The importance of credit for macroeconomic activity: identification through heterogeneity," Conference Series ; [Proceedings], Federal Reserve Bank of Boston, vol. 39, pages 129-173.
  6. Daniel Levy & Shantanu Dutta & Mark Bergen, 2002. "Heterogeneity in Price Rigidity: Evidence from a Case Study Using Micro-Level Data," Working Papers 2002-09, Bar-Ilan University, Department of Economics.
  7. Alan S. Blinder, 1981. "Inventories and Sticky Prices: More on the Microfoundations of Macroeconomics," NBER Working Papers 0620, National Bureau of Economic Research, Inc.
  8. Roll, Richard, 1984. "Orange Juice and Weather," American Economic Review, American Economic Association, vol. 74(5), pages 861-80, December.
  9. Judith A. Chevalier & Anil K. Kashyap & Peter E. Rossi, 2000. "Why Don't Prices Rise During Periods of Peak Demand? Evidence from Scanner Data," NBER Working Papers 7981, National Bureau of Economic Research, Inc.
  10. Jagmohan S. Raju & V. Srinivasan & Rajiv Lal, 1990. "The Effects of Brand Loyalty on Competitive Price Promotional Strategies," Management Science, INFORMS, vol. 36(3), pages 276-304, March.
  11. Eric M. Leeper & Tao Zha, 2002. "Modest Policy Interventions," NBER Working Papers 9192, National Bureau of Economic Research, Inc.
  12. Laurence Ball & N. Gregory Mankiw, 1994. "A Sticky-Price Manifesto," NBER Working Papers 4677, National Bureau of Economic Research, Inc.
  13. Zha, Tao, 1999. "Block recursion and structural vector autoregressions," Journal of Econometrics, Elsevier, vol. 90(2), pages 291-316, June.
  14. Christopher A. Sims & Tao Zha, 1994. "Error Bands for Impulse Responses," Cowles Foundation Discussion Papers 1085, Cowles Foundation for Research in Economics, Yale University.
  15. Robert C. Feenstra & Matthew D. Shapiro, 2003. "Scanner Data and Price Indexes," NBER Books, National Bureau of Economic Research, Inc, number feen03-1, July.
  16. Kashyap, Anil K, 1995. "Sticky Prices: New Evidence from Retail Catalogs," The Quarterly Journal of Economics, MIT Press, vol. 110(1), pages 245-74, February.
  17. Greg M. Allenby & Peter E. Rossi, 1991. "Quality Perceptions and Asymmetric Switching Between Brands," Marketing Science, INFORMS, vol. 10(3), pages 185-204.
  18. Oliver Jean Blanchard, 1987. "Aggregate and Individual Price Adjustment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(1), pages 57-122.
  19. Liebermann, Yehoshua & Zilberfard, Ben-Zion, 1985. "Price adjustment strategy under conditions of high inflation: An empirical examination," Journal of Economics and Business, Elsevier, vol. 37(3), pages 253-265, August.
  20. Robert B. Barsky & Mark Bergen & Shantanu Dutta & Daniel Levy, 2003. "What Can the Price Gap between Branded and Private-Label Products Tell Us about Markups?," NBER Chapters, in: Scanner Data and Price Indexes, pages 165-228 National Bureau of Economic Research, Inc.
  21. Haddock, David D & McChesney, Fred S, 1994. "Why Do Firms Contrive Shortages? The Economics of Intentional Mispricing," Economic Inquiry, Western Economic Association International, vol. 32(4), pages 562-81, October.
  22. Lach, Saul & Tsiddon, Daniel, 1996. "Staggering and Synchronization in Price-Setting: Evidence from Multiproduct Firms," American Economic Review, American Economic Association, vol. 86(5), pages 1175-96, December.
  23. Sanjay K. Dhar & Stephen J. Hoch, 1997. "Why Store Brand Penetration Varies by Retailer," Marketing Science, INFORMS, vol. 16(3), pages 208-227.
  24. Julio Rotemberg, 1987. "The New Keynesian Microfoundations," NBER Chapters, in: NBER Macroeconomics Annual 1987, Volume 2, pages 69-116 National Bureau of Economic Research, Inc.
  25. 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.
  26. Rudiger Dornbusch, 1985. "Exchange Rates and Prices," NBER Working Papers 1769, National Bureau of Economic Research, Inc.
  27. Warner, Elizabeth J & Barsky, Robert B, 1995. "The Timing and Magnitude of Retail Store Markdowns: Evidence from Weekends and Holidays," The Quarterly Journal of Economics, MIT Press, vol. 110(2), pages 321-52, May.
  28. J. Miguel Villas-Boas & Russell S. Winer, 1999. "Endogeneity in Brand Choice Models," Management Science, INFORMS, vol. 45(10), pages 1324-1338, October.
  29. Steckel, Joel H & Vanhonacker, Wilfried R, 1988. "A Heterogeneous Conditional Logit Model of Choice," Journal of Business & Economic Statistics, American Statistical Association, vol. 6(3), pages 391-98, July.
  30. Lee E. Ohanian & Alan C. Stockman, 1994. "Short-run effects on money when some prices are sticky," Economic Quarterly, Federal Reserve Bank of Richmond, issue Sum, pages 1-24.
  31. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
  32. Danziger, Leif, 1987. "Inflation, Fixed Cost of Price Adjustment, and Measurement of Relative-Price Variability: Theory and Evidence," American Economic Review, American Economic Association, vol. 77(4), pages 704-13, September.
  33. David Neumark & Steven A. Sharpe, 1989. "Market structure and the nature of price rigidity: evidence from the market for consumer deposits," Finance and Economics Discussion Series 52, Board of Governors of the Federal Reserve System (U.S.).
  34. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
  35. Basu, Susanto, 1995. "Intermediate Goods and Business Cycles: Implications for Productivity and Welfare," American Economic Review, American Economic Association, vol. 85(3), pages 512-31, June.
  36. Podivinsky, Jan M., 1998. "Testing misspecified cointegrating relationships," Economics Letters, Elsevier, vol. 60(1), pages 1-9, July.
  37. Shantanu Dutta & Mark Bergen & Daniel Levy & Robert Venable, 2005. "Menu Costs, Posted Prices, and Multiproduct Retailers," Macroeconomics 0505007, EconWPA.
  38. Ball, Laurence & Mankiw, N Gregory, 1995. "Relative-Price Changes as Aggregate Supply Shocks," The Quarterly Journal of Economics, MIT Press, vol. 110(1), pages 161-93, February.
  39. Daniel Levy & Shantanu Dutta & Mark Bergen & Robert Venable, 2005. "Price Adjustment at Multiproduct Retailers," Industrial Organization 0505005, EconWPA.
  40. Vrinda Kadiyali & Pradeep Chintagunta & Naufel Vilcassim, 2000. "Manufacturer-Retailer Channel Interactions and Implications for Channel Power: An Empirical Investigation of Pricing in a Local Market," Marketing Science, INFORMS, vol. 19(2), pages 127-148, September.
  41. Lakshman Krishnamurthi & S. P. Raj, 1988. "A Model of Brand Choice and Purchase Quantity Price Sensitivities," Marketing Science, INFORMS, vol. 7(1), pages 1-20.
  42. Taylor, John B., 2000. "Low inflation, pass-through, and the pricing power of firms," European Economic Review, Elsevier, vol. 44(7), pages 1389-1408, June.
  43. Arthur M. Okun, 1975. "Inflation: Its Mechanics and Welfare Costs," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 6(2), pages 351-402.
  44. 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.
  45. Fama, Eugene F & French, Kenneth R, 1987. "Commodity Futures Prices: Some Evidence on Forecast Power, Premiums,and the Theory of Storage," The Journal of Business, University of Chicago Press, vol. 60(1), pages 55-73, January.
  46. 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.
  47. Bresnahan, Timothy F., 1989. "Empirical studies of industries with market power," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 17, pages 1011-1057 Elsevier.
  48. Alan S. Blinder, 1994. "On Sticky Prices: Academic Theories Meet the Real World," NBER Chapters, in: Monetary Policy, pages 117-154 National Bureau of Economic Research, Inc.
  49. Fischer, Stanley, 1977. "Long-Term Contracts, Rational Expectations, and the Optimal Money Supply Rule," Journal of Political Economy, University of Chicago Press, vol. 85(1), pages 191-205, February.
  50. 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 938-45, September.
  51. Todd E. Clark, 1999. "The Responses Of Prices At Different Stages Of Production To Monetary Policy Shocks," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 420-433, August.
  52. Mark A. Wynne, 1995. "Sticky prices: what is the evidence?," Economic and Financial Policy Review, Federal Reserve Bank of Dallas, issue Q I, pages 1-12.
  53. Mankiw, N Gregory, 1985. "Small Menu Costs and Large Business Cycles: A Macroeconomic Model," The Quarterly Journal of Economics, MIT Press, vol. 100(2), pages 529-38, May.
  54. Füsun Gönül & Kannan Srinivasan, 1993. "Modeling Multiple Sources of Heterogeneity in Multinomial Logit Models: Methodological and Managerial Issues," Marketing Science, INFORMS, vol. 12(3), pages 213-229.
  55. Stiglitz, Joseph E, 1984. "Price Rigidities and Market Structure," American Economic Review, American Economic Association, vol. 74(2), pages 350-55, May.
  56. French, Kenneth R, 1986. "Detecting Spot Price Forecasts in Futures Prices," The Journal of Business, University of Chicago Press, vol. 59(2), pages S39-54, April.
  57. David C. Schmittlein & Lee G. Cooper & Donald G. Morrison, 1993. "Truth in Concentration in the Land of (80/20) Laws," Marketing Science, INFORMS, vol. 12(2), pages 167-183.
  58. Gordon, Robert J, 1990. "What Is New-Keynesian Economics?," Journal of Economic Literature, American Economic Association, vol. 28(3), pages 1115-71, September.
  59. Huang, Kevin X. D. & Liu, Zheng, 2001. "Production chains and general equilibrium aggregate dynamics," Journal of Monetary Economics, Elsevier, vol. 48(2), pages 437-462, October.
  60. Baur, Robert F & Orazem, Peter F, 1994. " The Rationality and Price Effects of U.S. Department of Agriculture Forecasts of Oranges," Journal of Finance, American Finance Association, vol. 49(2), pages 681-95, June.
  61. Jagmohan S. Raju & Raj Sethuraman & Sanjay K. Dhar, 1995. "The Introduction and Performance of Store Brands," Management Science, INFORMS, vol. 41(6), pages 957-978, June.
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