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A quality-based approach to estimating quantitative elasticities for differentiated products: an application to retail milk demand

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  • Osman Gulseven
  • Michael Wohlgenant

Abstract

This article introduces the Hedonic Metric (HM) approach as an original method to model the demand for differentiated products using qualitative attributes. Our approach is based on a two-stage estimation procedure that utilizes qualitative characteristics of products. First, we create an n-dimensional hedonic space based on the qualitative information available to consumers. Next, we allocate the differentiated products into this space and estimate the quantitative demand elasticities for these products using qualitative factor distances. What distinguishes our model from traditional demand estimation models is the way we link elasticities with products’ qualitative attributes. Moreover, in traditional demand systems, the number of estimated parameters increases exponentially with the number of variables included in the model. Our model significantly reduces the number of parameters to be estimated, thereby making it possible to estimate large number of differentiated products in a single demand system. Copyright Springer Science+Business Media Dordrecht 2015

Suggested Citation

  • Osman Gulseven & Michael Wohlgenant, 2015. "A quality-based approach to estimating quantitative elasticities for differentiated products: an application to retail milk demand," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(5), pages 2077-2096, September.
    • Handle: RePEc:spr:qualqt:v:49:y:2015:i:5:p:2077-2096
    DOI: 10.1007/s11135-014-0094-8
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    1. Rojas, Christian & Peterson, Everett B., 2008. "Demand for differentiated products: Price and advertising evidence from the U.S. beer market," International Journal of Industrial Organization, Elsevier, vol. 26(1), pages 288-307, January.
    2. Bethea, Vernish V. & McLean-Meyinsse, Patricia E. & Harbor-Locure, Anetra L., 2001. "Label Use And Importance Rankings For Selected Milk Labeling Attributes," Journal of Food Distribution Research, Food Distribution Research Society, vol. 32(3), pages 1-15, November.
    3. Hee-Jung Choi & Michael K. Wohlgenant & Xiaoyong Zheng, 2013. "Household-Level Welfare Effects of Organic Milk Introduction," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(4), pages 1009-1028.
    4. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    5. Yanning Peng & Gale E. West & Cindy Wang, 2006. "Consumer Attitudes and Acceptance of CLA‐Enriched Dairy Products," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 54(4), pages 663-684, December.
    6. Silver, Mick, 2000. "Hedonic regressions: an application to VCRs using scanner data," Omega, Elsevier, vol. 28(4), pages 399-408, August.
    7. Gould, Brian W. & Lin, Huei Chin, 1994. "Nutrition Information And Household Dietary Fat Intake," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(2), pages 1-17, December.
    8. Barnett, William A. & Serletis, Apostolos, 2008. "Consumer preferences and demand systems," Journal of Econometrics, Elsevier, vol. 147(2), pages 210-224, December.
    9. George W. Ladd & Veraphol Suvannunt, 1976. "A Model of Consumer Goods Characteristics," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 58(3), pages 504-510.
    10. Dewenter, Ralf & Haucap, Justus & Luther, Ricardo & Rötzel, Peter, 2007. "Hedonic prices in the German market for mobile phones," Telecommunications Policy, Elsevier, vol. 31(1), pages 4-13, February.
    11. Barnett, William A. & Serletis, Apostolos, 2008. "Measuring Consumer Preferences and Estimating Demand Systems," MPRA Paper 12318, University Library of Munich, Germany.
    12. Moon, Wanki & Balasubramanian, Siva K. & Rimal, Arbindra, 2005. "Perceived Health Benefits and Soy Consumption Behavior: Two-Stage Decision Model Approach," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 30(2), pages 1-18, August.
    13. Bodo E. Steiner, 2004. "Australian wines in the British wine market: A hedonic price analysis," Agribusiness, John Wiley & Sons, Ltd., vol. 20(3), pages 287-307.
    14. Wesley Nimon & John Beghin, 2017. "Ecolabels And International Trade In The Textile And Apparel Market," World Scientific Book Chapters, in: John Christopher Beghin (ed.), Nontariff Measures and International Trade, chapter 18, pages 321-326, World Scientific Publishing Co. Pte. Ltd..
    15. Aykut Gul & Cuma Akbay & Mithat Direk, 2006. "Sunn Pest Control Policies and Effect of Sunn Pest Damage on Wheat Quality and Price in Turkey," Quality & Quantity: International Journal of Methodology, Springer, vol. 40(3), pages 469-480, June.
    16. Joris Pinkse & Margaret E. Slade & Craig Brett, 2002. "Spatial Price Competition: A Semiparametric Approach," Econometrica, Econometric Society, vol. 70(3), pages 1111-1153, May.
    17. Maguire, Kelly B. & Owens, Nicole N. & Simon, Nathalie B., 2004. "The Price Premium for Organic Babyfood: A Hedonic Analysis," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 29(1), pages 1-18, April.
    18. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
    19. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    20. Igal Hendel, 1999. "Estimating Multiple-Discrete Choice Models: An Application to Computerization Returns," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 423-446.
    21. S. Kambua Chema & Leonie A. Marks & Joseph L. Parcell & Maury Bredahl, 2006. "Marketing Biotech Soybeans with Functional Health Attributes," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 54(4), pages 685-703, December.
    22. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    23. Kuo S. Huang, 1996. "Nutrient Elasticities in a Complete Food Demand System," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(1), pages 21-29.
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