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Sales: Tests of Theories on Causality and Timing

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Author Info
Peter Berck (University of California, Berkeley)
Jennifer Brown (University of California, Berkeley)
Jeffrey Perloff (University of California, Berkeley)
Sofia Villas-Boas (University of California, Berkeley)

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Abstract

Modern theories of sales make conflicting predictions about the temporal pattern of sales, which we test using grocery scanner data. We examine both frozen orange juice, which consumers can store, and refrigerated orange juice, which is more perishable, to determine what role-if any-durability plays in the pattern of sales. We examine (1) whether sales are more frequent for national brands than for private label brands; (2) whether manufacturers, retailers, or others determine sales; (3) the distribution of prices; (4) whether sales and their effects differ for durable (frozen) or nondurable (refrigerated) products; and (5) the temporal ordering of sales. We use correlations, runs tests, probit regressions, and vector-autoregressive analyses to test our hypotheses. Some of our more striking findings are that retailers rather than manufacturers determine sales, private labels have sales as often as national brands, and that a sale of a national brand is more likely to "cause" sales of other products than is a sale of a private label product.

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Publisher Info
Paper provided by Department of Agricultural & Resource Economics, UC Berkeley in its series Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series with number 1031.

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Date of creation: 01 Dec 2007
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Handle: RePEc:cdl:agrebk:1031

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Related research
Keywords: sales; price promotions; causality;

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References listed on IDEAS
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  1. Daniel Hosken & David Reiffen, 2004. "Patterns of Retail Price Variation," RAND Journal of Economics, The RAND Corporation, vol. 35(1), pages 128-146, Spring.
  2. Igal Hendel & Aviv Nevo, 2006. "Sales and Consumer Inventory," RAND Journal of Economics, The RAND Corporation, vol. 37(3), pages 543-561, Autumn.
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  3. Shilony, Yuval, 1977. "Mixed pricing in oligopoly," Journal of Economic Theory, Elsevier, vol. 14(2), pages 373-388, April. [Downloadable!] (restricted)
  4. Sobel, Joel, 1984. "The Timing of Sales," Review of Economic Studies, Blackwell Publishing, vol. 51(3), pages 353-68, July. [Downloadable!] (restricted)
  5. Varian, Hal R, 1980. "A Model of Sales," American Economic Review, American Economic Association, vol. 70(4), pages 651-59, September. [Downloadable!] (restricted)
  6. Martin Pesendorfer, 2002. "Retail Sales: A Study of Pricing Behavior in Supermarkets," Journal of Business, University of Chicago Press, vol. 75(1), pages 33-66, January. [Downloadable!]
  7. Sofia Berto Villas-Boas, 2007. "Vertical Relationships between Manufacturers and Retailers: Inference with Limited Data," Review of Economic Studies, Blackwell Publishing, vol. 74(2), pages 625-652, 04. [Downloadable!] (restricted)
  8. Nancy L. Stokey, 1981. "Rational Expectations and Durable Goods Pricing," Bell Journal of Economics, The RAND Corporation, vol. 12(1), pages 112-128, Spring. [Downloadable!] (restricted)
  9. Judith A. Chevalier & Anil K Kashyap & Peter E. Rossi, 2003. "Why Don't Prices Rise During Periods of Peak Demand? Evidence from Scanner Data," American Economic Review, American Economic Association, vol. 93(1), pages 15-37, March. [Downloadable!]
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  10. Stokey, Nancy L, 1979. "Intertemporal Price Discrimination," The Quarterly Journal of Economics, MIT Press, vol. 93(3), pages 355-71, August. [Downloadable!] (restricted)
  11. Conlisk, John & Gerstner, Eitan & Sobel, Joel, 1984. "Cyclic Pricing by a Durable Goods Monopolist," The Quarterly Journal of Economics, MIT Press, vol. 99(3), pages 489-505, August. [Downloadable!] (restricted)
  12. 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. [Downloadable!] (restricted)
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  13. Villas-Boas, J Miguel, 1995. "Models of Competitive Price Promotions: Some Empirical Evidence from the Coffee and Saltine Crackers Markets," Journal of Economics & Management Strategy, Blackwell Publishing, vol. 4(1), pages 85-107, Spring.
  14. Emi Nakamura & Jon Steinsson, 2005. "Price Setting in a Forward-Looking Customer Market," Macroeconomics 0509010, EconWPA. [Downloadable!]
  15. Perloff, Jeffrey M. & Wu, Ximing, 2007. "Tax incidence varies across the price distribution," Economics Letters, Elsevier, vol. 96(1), pages 116-119, July. [Downloadable!] (restricted)
  16. Salop, S & Stiglitz, J E, 1982. "The Theory of Sales: A Simple Model of Equilibrium Price Dispersion with Identical Agents," American Economic Review, American Economic Association, vol. 72(5), pages 1121-30, December. [Downloadable!] (restricted)
  17. Aguirregabiria, Victor, 1999. "The Dynamics of Markups and Inventories in Retailing Firms," Review of Economic Studies, Blackwell Publishing, vol. 66(2), pages 275-308, April. [Downloadable!] (restricted)
  18. Igal Hendel & Aviv Nevo, 2006. "Measuring the Implications of Sales and Consumer Inventory Behavior," Econometrica, Econometric Society, vol. 74(6), pages 1637-1673, November. [Downloadable!] (restricted)
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