IDEAS home Printed from https://ideas.repec.org/a/oup/jcomle/v3y2007i4p689-715..html
   My bibliography  Save this article

Using Retail Data For Upstream Merger Analysis

Author

Listed:
  • Sofia Berto Villas-Boas

Abstract

The typical situation that antitrust authorities face is to analyze a proposed manufacturer merger using scanner data at retail level. I start with a benchmark model of manufacturers' and retailers' sequential pricing behavior. Then I perform counterfactual experiments to explore the relationship between downstream retailer pricing models and the resulting estimates of upstream mergers, in the absence of wholesale prices. Looking at scanner data for the ground coffee category sold at several retail chains in Germany, I find that not considering retail pricing explicitly when analyzing the potential consequences of an upstream merger results in simulated changes in welfare that are significantly different given the underlying model of retail pricing behavior. These findings are relevant for competition policy, and authorities should consider incorporating the role of retailers in upstream merger analyses, especially in the presence of increasingly consolidated retail food markets.

Suggested Citation

  • Sofia Berto Villas-Boas, 2007. "Using Retail Data For Upstream Merger Analysis," Journal of Competition Law and Economics, Oxford University Press, vol. 3(4), pages 689-715.
  • Handle: RePEc:oup:jcomle:v:3:y:2007:i:4:p:689-715.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/joclec/nhm030
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Michaela Draganska & Daniel Klapper & Sofia B. Villas-Boas, 2010. "A Larger Slice or a Larger Pie? An Empirical Investigation of Bargaining Power in the Distribution Channel," Marketing Science, INFORMS, vol. 29(1), pages 57-74, 01-02.
    2. Bonnet, Céline & Dubois, Pierre & Simioni, Michel, 2004. "Two-Part Tariffs versus Linear Pricing between Manufacturers and Retailers: Empirical Tests on Differentiated Products Markets," IDEI Working Papers 370, Institut d'Économie Industrielle (IDEI), Toulouse, revised Apr 2006.
    3. McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457, Elsevier.
    4. Goldberg, Pinelopi K. & Verboven, Frank, 2005. "Market integration and convergence to the Law of One Price: evidence from the European car market," Journal of International Economics, Elsevier, vol. 65(1), pages 49-73, January.
    5. Richard J. Sexton, 2000. "Industrialization and Consolidation in the U.S. Food Sector: Implications for Competition and Welfare," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(5), pages 1087-1104.
    6. Draganska, Michaela & Klapper, Daniel, 2006. "Retail Environment and Manufacturer Competitive Intensity," Research Papers 1953, Stanford University, Graduate School of Business.
    7. Berry, Steven & Pakes, Ariel, 1993. "Some Applications and Limitations of Recent Advances in Empirical Industrial Organization: Merger Analysis," American Economic Review, American Economic Association, vol. 83(2), pages 247-252, May.
    8. Chen, Yongmin, 2001. "On Vertical Mergers and Their Competitive Effects," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 667-685, Winter.
    9. 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.
    10. Villas-Boas, Sofia B & Hellerstein, Rebecca, 2006. "Identification of Supply Models of Manufacturer and Retailer Oligopoly Pricing," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt9zh144zt, Department of Agricultural & Resource Economics, UC Berkeley.
    11. Justine S. Hastings, 2004. "Vertical Relationships and Competition in Retail Gasoline Markets: Empirical Evidence from Contract Changes in Southern California," American Economic Review, American Economic Association, vol. 94(1), pages 317-328, March.
    12. Sofia Berto Villas-Boas, 2007. "Vertical Relationships between Manufacturers and Retailers: Inference with Limited Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 625-652.
    13. Marie-Laure Allain & Saïd Souam, 2000. "Horizontal Mergers and Vertical Relationships," Working Papers 2000-27, Center for Research in Economics and Statistics.
    14. Volker Nocke & Lucy White, 2007. "Do Vertical Mergers Facilitate Upstream Collusion?," American Economic Review, American Economic Association, vol. 97(4), pages 1321-1339, September.
    15. Patrick Rey & Thibaud Verge, 2002. "Resale Price Maintenance and Horizontal Cartel," The Centre for Market and Public Organisation 02/047, The Centre for Market and Public Organisation, University of Bristol, UK.
    16. Cotterill, Ronald W., 2006. "Antitrust analysis of supermarkets: global concerns playing out in local markets," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 50(1), pages 1-16, March.
    17. Villas-Boas, Sofia Berto, 2007. "Wholesale Price Discrimination: Inference and Simulation," CUDARE Working Papers 7166, University of California, Berkeley, Department of Agricultural and Resource Economics.
    18. Villas-Boas, Sofia & Hellerstein, Rebecca, 2006. "Identification of supply models of retailer and manufacturer oligopoly pricing," Economics Letters, Elsevier, vol. 90(1), pages 132-140, January.
    19. 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.
    20. R. Schmalensee & R. Willig (ed.), 1989. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 1, number 1.
    21. Draganska, Michaela & Klapper, Daniel & Villas-Boas, Sofia B., 2007. "Determinants of Margins in the Distribution Channel: An Empirical Investigation," Research Papers 1959, Stanford University, Graduate School of Business.
    22. Justine S. Hastings & Richard J. Gilbert, 2005. "Market Power, Vertical Integration And The Wholesale Price Of Gasoline," Journal of Industrial Economics, Wiley Blackwell, vol. 53(4), pages 469-492, December.
    23. Jean‐Pierre Dubé, 2005. "Product Differentiation and Mergers in the Carbonated Soft Drink Industry," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 14(4), pages 879-904, December.
    24. Lakshman Krishnamurthi & S. P. Raj, 1991. "An Empirical Analysis of the Relationship Between Brand Loyalty and Consumer Price Elasticity," Marketing Science, INFORMS, vol. 10(2), pages 172-183.
    25. Bettendorf, L & Verboven, F, 2000. "Incomplete Transmission of Coffee Bean Prices: Evidence from the Netherlands," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 27(1), pages 1-16, March.
    26. C. R. Handy & D. I. Padberg, 1971. "A Model of Competitive Behavior in Food Industries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 53(2), pages 182-190.
    27. Werden, Gregory J & Froeb, Luke M, 1994. "The Effects of Mergers in Differentiated Products Industries: Logit Demand and Merger Policy," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 10(2), pages 407-426, October.
    28. Julie H. Mortimer, 2008. "Vertical Contracts in the Video Rental Industry -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(1), pages 165-199.
    29. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    30. Baker, Jonathan B & Baresnahan, Timothy F, 1985. "The Gains from Merger or Collusion in Product-differentiated Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 33(4), pages 427-444, June.
    31. Luke Froeb & Daniel Hosken & Janis Pappalardo, 2004. "Economics Research at the FTC: Information, Retrospectives, and Retailing," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 25(4), pages 353-374, October.
    32. R. Schmalensee & R. Willig (ed.), 1989. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 2, number 2.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nilsen, Øivind Anti & Sørgard, Lars & Ulsaker, Simen A., 2016. "Upstream merger in a successive oligopoly: Who pays the price?," International Journal of Industrial Organization, Elsevier, vol. 48(C), pages 143-172.
    2. Philip G. Gayle & Ying Lin, 2022. "Market effects of new product introduction: Evidence from the brew‐at‐home coffee market," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(3), pages 525-557, August.
    3. Haucap, Justus & Heimeshoff, Ulrich & Klein, Gordon J. & Rickert, Dennis & Wey, Christian, 2013. "Inter-format competition among retailers: The role of private label products in market delineation," DICE Discussion Papers 101, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    4. Pofahl, Geoffrey M. & Carlson, Jared, 2010. "Evaluating the Unilateral Price and Variety Effects of Horizontal Mergers," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 62014, Agricultural and Applied Economics Association.
    5. Sofia Berto Villas‐Boas, 2009. "An empirical investigation of the welfare effects of banning wholesale price discrimination," RAND Journal of Economics, RAND Corporation, vol. 40(1), pages 20-46, March.
    6. Cuiabano, Simone, 2017. "Competition Policy Evaluation through Damage Estimation in Fuel Retail Cartel," TSE Working Papers 17-847, Toulouse School of Economics (TSE).
    7. Hunold, Matthias & Laitenberger, Ulrich & Licht, Georg & Nikogosian, Vigen & Stenzel, André & Ullrich, Hannes & Wolf, Christoph, 2011. "Modernisierung der Konzentrationsberichterstattung: Endbericht," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 110525.
    8. Villas-Boas, Sofia Berto, 2007. "Wholesale Price Discrimination: Inference and Simulation," CUDARE Working Papers 7166, University of California, Berkeley, Department of Agricultural and Resource Economics.
    9. Haucap, Justus & Heimeshoff, Ulrich & Klein, Gordon J. & Rickert, Dennis & Wey, Christian, 2021. "Vertical relations, pass-through, and market definition: Evidence from grocery retailing," International Journal of Industrial Organization, Elsevier, vol. 74(C).
    10. Kusum Ailawadi & Eric Bradlow & Michaela Draganska & Vincent Nijs & Robert Rooderkerk & K. Sudhir & Kenneth Wilbur & Jie Zhang, 2010. "Empirical models of manufacturer-retailer interaction: A review and agenda for future research," Marketing Letters, Springer, vol. 21(3), pages 273-285, September.
    11. Pereira, Pedro & Vareda, João, 2013. "How will telecommunications bundles impact competition and regulatory analysis?," Telecommunications Policy, Elsevier, vol. 37(6), pages 530-539.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Villas-Boas, Sofia Berto, 2007. "Using Retail Scanner Data for Upstream Merger Analysis: Counterfactual Experiments in the Retail Coffee Market," CUDARE Working Papers 7163, University of California, Berkeley, Department of Agricultural and Resource Economics.
    2. Sofia Berto Villas-Boas, 2007. "Vertical Relationships between Manufacturers and Retailers: Inference with Limited Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 625-652.
    3. Sofia Berto Villas‐Boas, 2009. "An empirical investigation of the welfare effects of banning wholesale price discrimination," RAND Journal of Economics, RAND Corporation, vol. 40(1), pages 20-46, March.
    4. Celine Bonnet & Pierre Dubois & Sofia B. Villas Boas & Daniel Klapper, 2013. "Empirical Evidence on the Role of Nonlinear Wholesale Pricing and Vertical Restraints on Cost Pass-Through," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 500-515, May.
    5. Céline Bonnet & Pierre Dubois, 2010. "Inference on vertical contracts between manufacturers and retailers allowing for nonlinear pricing and resale price maintenance," RAND Journal of Economics, RAND Corporation, vol. 41(1), pages 139-164, March.
    6. Gregory S. Crawford & Robin S. Lee & Michael D. Whinston & Ali Yurukoglu, 2018. "The Welfare Effects of Vertical Integration in Multichannel Television Markets," Econometrica, Econometric Society, vol. 86(3), pages 891-954, May.
    7. Rebecca Hellerstein & Sofia Berto Villas-Boas, 2006. "Arm's-length transactions as a source of incomplete cross-border transmission: the case of autos," Staff Reports 251, Federal Reserve Bank of New York.
    8. Sheldon, Ian M., 2017. "The Competitiveness Of Agricultural Product And Input Markets: A Review And Synthesis Of Recent Research," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 49(1), pages 1-44, February.
    9. Richards, Timothy J. & Hamilton, Stephen F. & Patterson, Paul M., 2010. "Spatial Competition and Private Labels," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(2), pages 1-26, August.
    10. Leheyda, Nina, 2008. "Market Power, Multimarket Contact and Pricing: Some Evidence from the US Automobile Market," ZEW Discussion Papers 08-118, ZEW - Leibniz Centre for European Economic Research.
    11. Manuszak, Mark D., 2010. "Predicting the impact of upstream mergers on downstream markets with an application to the retail gasoline industry," International Journal of Industrial Organization, Elsevier, vol. 28(1), pages 99-111, January.
    12. Alessandro Bonanno & Carlo Russo & Luisa Menapace, 2018. "Market power and bargaining in agrifood markets: A review of emerging topics and tools," Agribusiness, John Wiley & Sons, Ltd., vol. 34(1), pages 6-23, December.
    13. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Handbook of Law and Economics, in: A. Mitchell Polinsky & Steven Shavell (ed.), Handbook of Law and Economics, edition 1, volume 2, chapter 15, pages 1073-1225, Elsevier.
    14. Rebecca Hellerstein, 2005. "A Decomposition of the Sources of Incomplete Cross-Border Transmission," 2005 Meeting Papers 805, Society for Economic Dynamics.
    15. Hellerstein, Rebecca & Villas-Boas, Sofia B., 2010. "Outsourcing and pass-through," Journal of International Economics, Elsevier, vol. 81(2), pages 170-183, July.
    16. Eugenio J. Miravete & Katja Seim & Jeff Thurk, 2018. "Market Power and the Laffer Curve," Econometrica, Econometric Society, vol. 86(5), pages 1651-1687, September.
    17. Villas-Boas, Sofia Berto, 2007. "Wholesale Price Discrimination: Inference and Simulation," CUDARE Working Papers 7166, University of California, Berkeley, Department of Agricultural and Resource Economics.
    18. Nevo, Aviv, 1997. "Mergers with Differentiated Products: The Case of Ready-to-Eat Cereal," Competition Policy Center, Working Paper Series qt1d53t6ts, Competition Policy Center, Institute for Business and Economic Research, UC Berkeley.
    19. Pinelopi Koujianou Goldberg & Rebecca Hellerstein, 2006. "A Framework for Identifying the Sources of Local-Currency Price Stability with an Empirical Application," 2006 Meeting Papers 625, Society for Economic Dynamics.
    20. Belleflamme,Paul & Peitz,Martin, 2015. "Industrial Organization," Cambridge Books, Cambridge University Press, number 9781107687899.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:oup:jcomle:v:3:y:2007:i:4:p:689-715.. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Oxford University Press (email available below). General contact details of provider: https://academic.oup.com/jcle .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.