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Spatial differentiation and price discrimination in the cement industry: evidence from a structural model

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  • Nathan H. Miller
  • Matthew Osborne

Abstract

type="main"> We estimate a structural model of the cement industry that incorporates spatial differentiation and price discrimination, focusing on the US Southwest over 1983–2003. We leverage the structure of the model to obtain consistent estimates of the underlying parameters using data on market outcomes that are substantially aggregated. Our results indicate that transportation costs around $0.46 per tonne-mile rationalize the data. This friction enables relatively isolated plants to obtain higher prices from nearby customers. We further find that disallowing price discrimination would create $30 million in consumer surplus annually and show how the model can identify suitable divestitures in merger analysis.

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  • Nathan H. Miller & Matthew Osborne, 2014. "Spatial differentiation and price discrimination in the cement industry: evidence from a structural model," RAND Journal of Economics, RAND Corporation, vol. 45(2), pages 221-247, June.
    • Handle: RePEc:bla:randje:v:45:y:2014:i:2:p:221-247
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    File URL: http://hdl.handle.net/10.1111/1756-2171.12049
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    1. Peter Davis, 2006. "Spatial competition in retail markets: movie theaters," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 964-982, December.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Ali Hortaçsu & Chad Syverson, 2007. "Cementing Relationships: Vertical Integration, Foreclosure, Productivity, and Prices," Journal of Political Economy, University of Chicago Press, vol. 115(2), pages 250-301.
    4. Stephen J. DeCanio, 1984. "Delivered Pricing and Multiple Basing Point Equilibria: A Reevaluation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(2), pages 329-349.
    5. Small, Kenneth A & Rosen, Harvey S, 1981. "Applied Welfare Economics with Discrete Choice Models," Econometrica, Econometric Society, vol. 49(1), pages 105-130, January.
    6. Cardell, N. Scott, 1997. "Variance Components Structures for the Extreme-Value and Logistic Distributions with Application to Models of Heterogeneity," Econometric Theory, Cambridge University Press, vol. 13(2), pages 185-213, April.
    7. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    8. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    9. Haddock, David D, 1982. "Basing-Point Pricing: Competitive vs. Collusive Theories," American Economic Review, American Economic Association, vol. 72(3), pages 289-306, June.
    10. Stephen P. Ryan, 2012. "The Costs of Environmental Regulation in a Concentrated Industry," Econometrica, Econometric Society, vol. 80(3), pages 1019-1061, May.
    11. Miller, Nathan H. & Osborne, Matthew, 2014. "Consistency and asymptotic normality for equilibrium models with partially observed outcome variables," Economics Letters, Elsevier, vol. 123(1), pages 70-74.
    12. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    13. Thisse, Jacques-Francois & Vives, Xavier, 1988. "On the Strategic Choice of Spatial Price Policy," American Economic Review, American Economic Association, vol. 78(1), pages 122-137, March.
    14. Timothy J. Gronberg & Jack Meyer, 1982. "Spatial Pricing, Spatial Rents, and Spatial Welfare," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(4), pages 633-644.
    15. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1181-1222, December.
    16. Newmark, Craig M., 1998. "Price and seller concentration in cement: effective oligopoly or misspecified transportation cost?," Economics Letters, Elsevier, vol. 60(2), pages 243-250, August.
    17. Brian McManus, 2007. "Nonlinear pricing in an oligopoly market: the case of specialty coffee," RAND Journal of Economics, RAND Corporation, vol. 38(2), pages 512-532, June.
    18. Steven C. Salop, 1979. "Monopolistic Competition with Outside Goods," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 141-156, Spring.
    19. Peter Davis, 2006. "Spatial competition in retail markets: movie theaters," RAND Journal of Economics, The RAND Corporation, vol. 37(4), pages 964-982, December.
    20. Hortaçsu, Ali & Syverson, Chad, 2009. "Why Do Firms Own Production Chains?," Working Papers 227, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    21. Jonathan Vogel, 2008. "Spatial Competition with Heterogeneous Firms," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 423-466, June.
    22. Raphael Thomadsen, 2005. "The Effect of Ownership Structure on Prices in Geographically Differentiated Industries," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 908-929, Winter.
    23. Anderson, Simon P & de Palma, Andre & Thisse, Jacques-Francois, 1989. "Spatial Price Policies Reconsidered," Journal of Industrial Economics, Wiley Blackwell, vol. 38(1), pages 1-18, September.
    24. Robert H. Porter & J. Douglas Zona, 1999. "Ohio School Milk Markets: An Analysis of Bidding," RAND Journal of Economics, The RAND Corporation, vol. 30(2), pages 263-288, Summer.
    25. Simon P. Anderson & André De Palma, 1988. "Spatial Price Discrimination with Heterogeneous Products," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(4), pages 573-592.
    26. Varadhan, Ravi & Gilbert, Paul, 2009. "BB: An R Package for Solving a Large System of Nonlinear Equations and for Optimizing a High-Dimensional Nonlinear Objective Function," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 32(i04).
    27. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    28. Carl Kaysen, 1949. "Basing Point Pricing and Public Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 63(3), pages 289-314.
    29. Hobbs, Benjamin F, 1986. "Mill Pricing versus Spatial Price Discrimination under Bertrand and Cournot Spatial Competition," Journal of Industrial Economics, Wiley Blackwell, vol. 35(2), pages 173-191, December.
    30. Jans, Ivette & Rosenbaum, David I., 1997. "Multimarket contact and pricing: Evidence from the U.S. cement industry," International Journal of Industrial Organization, Elsevier, vol. 15(3), pages 391-412, May.
    31. Katz, Michael L, 1984. "Price Discrimination and Monopolistic Competition," Econometrica, Econometric Society, vol. 52(6), pages 1453-1471, November.
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