Biases in demand analysis due to variation in retail distribution
AbstractAggregate demand models typically assume that consumers choose between all available products. Since consumers may be unwilling to search across every store in a given market for a particular item, this assumption is problematic when product assortments vary across stores. Using supermarket scanner data for five product categories we demonstrate that approximately one third of products have limited retail distribution, which account for one fourth of dollar sales. Monte Carlo analysis demonstrates that the level of limited product availability observed in the data can significantly bias the results of aggregate demand models that incorrectly assume all consumers in a given market face the same choice set.
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Bibliographic InfoArticle provided by Elsevier in its journal International Journal of Industrial Organization.
Volume (Year): 26 (2008)
Issue (Month): 4 (July)
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- Aviv Nevo & Konstantinos Hatzitaskos, 2005. "Why Does the Average Price of Tuna Fall During Lent?," NBER Working Papers 11572, National Bureau of Economic Research, Inc.
- 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.
- Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-42, March.
- Nevo, Aviv, 1998. "Measuring Market Power in the Ready-To-Eat Cereal Industry," Research Reports 25164, University of Connecticut, Food Marketing Policy Center.
- Nevo, Aviv, 1999. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Competition Policy Center, Working Paper Series qt7cm5p858, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
- Aviv Nevo, 1998. "Measuring Market Power in the Ready-to-Eat Cereal Industry," NBER Working Papers 6387, National Bureau of Economic Research, Inc.
- Aviv Nevo, 2003. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Microeconomics 0303006, EconWPA.
- Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
- Sullivan, Mary W, 1997. "Slotting Allowances and the Market for New Products," Journal of Law and Economics, University of Chicago Press, vol. 40(2), pages 461-93, October.
- Heide, Jan B & Dutta, Shantanu & Bergen, Mark, 1998. "Exclusive Dealing and Business Efficiency: Evidence from Industry Practice," Journal of Law and Economics, University of Chicago Press, vol. 41(2), pages 387-407, October.
- Francine Lafontaine & Kathryn L. Shaw, 1999.
"The Dynamics of Franchise Contracting: Evidence from Panel Data,"
Journal of Political Economy,
University of Chicago Press, vol. 107(5), pages 1041-1080, October.
- Francine Lafontaine & Kathryn L. Shaw, 1996. "The Dynamics of Franchise Contracting: Evidence from Panel Data," NBER Working Papers 5585, National Bureau of Economic Research, Inc.
- Cotterill, Ronald W & Putsis, William P, Jr & Dhar, Ravi, 2000. "Assessing the Competitive Interaction between Private Labels and National Brands," The Journal of Business, University of Chicago Press, vol. 73(1), pages 109-37, January.
- Lafontaine, F. & Slade, M., 1996.
"Retail Contracting: Theory and Practice,"
96b09, Universite Aix-Marseille III.
- Bronnenberg, B.J.J.A.M. & Mahajan, V. & Vanhonacker, W.R., 2000. "The emergence of market structure in new repeat-purchase categories: The interplay of market share and retailer distribution," Open Access publications from Tilburg University urn:nbn:nl:ui:12-332643, Tilburg University.
- Ornstein, Stanley I & Hanssens, Dominique M, 1987. "Resale Price Maintenance: Output Increasing or Restricting? The Case of Distilled Spirits in the United States," Journal of Industrial Economics, Wiley Blackwell, vol. 36(1), pages 1-18, September.
- David Besanko & Jean-Pierre Dubé & Sachin Gupta, 2003. "Competitive Price Discrimination Strategies in a Vertical Channel Using Aggregate Retail Data," Management Science, INFORMS, vol. 49(9), pages 1121-1138, September.
- Hausman, Jerry A & Leonard, Gregory K, 2002. "The Competitive Effects of a New Product Introduction: A Case Study," Journal of Industrial Economics, Wiley Blackwell, vol. 50(3), pages 237-63, September.
- Francine Lafontaine, 1992. "Agency Theory and Franchising: Some Empirical Results," RAND Journal of Economics, The RAND Corporation, vol. 23(2), pages 263-283, Summer.
- Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
- Jerry HAUSMAN & Gregory LEONARD & J. Douglas ZONA, 1994. "Competitive Analysis with Differentiated Products," Annales d'Economie et de Statistique, ENSAE, issue 34, pages 159-180.
- Paul Farris & James Olver & Cornelis De Kluyver, 1989. "The Relationship Between Distribution and Market Share," Marketing Science, INFORMS, vol. 8(2), pages 107-128.
- Amil Petrin, 2002. "Quantifying the Benefits of New Products: The Case of the Minivan," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 705-729, August.
- Michaela Draganska & Dipak C. Jain, 2005. "Product-Line Length as a Competitive Tool," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(1), pages 1-28, 03.
- Steven Tenn, 2006. "Avoiding aggregation bias in demand estimation: A multivariate promotional disaggregation approach," Quantitative Marketing and Economics, Springer, vol. 4(4), pages 383-405, December.
- Jean-Pierre Dubé & K. Sudhir & Andrew Ching & Gregory Crawford & Michaela Draganska & Jeremy Fox & Wesley Hartmann & Günter Hitsch & V. Viard & Miguel Villas-Boas & Naufel Vilcassim, 2005. "Recent Advances in Structural Econometric Modeling: Dynamics, Product Positioning and Entry," Marketing Letters, Springer, vol. 16(3), pages 209-224, December.
- David J. Reibstein & Paul W. Farris, 1995. "Market Share and Distribution: A Generalization, a Speculation, and Some Implications," Marketing Science, INFORMS, vol. 14(3_supplem), pages G190-G202.
- 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.
- I. Haller & H. Grupp, 2009. "Demand by product characteristics: measuring solar cell quality over time," Journal of Evolutionary Economics, Springer, vol. 19(4), pages 487-506, August.
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