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Vertical Integration and Foreclosure: Evidence from Production Network Data

Author

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  • Johannes Boehm

    (ECON - Département d'économie (Sciences Po) - Sciences Po - Sciences Po - CNRS - Centre National de la Recherche Scientifique, CEPR - Center for Economic Policy Research)

  • Jan Sonntag

    (Sciences Po - Sciences Po)

Abstract

This paper studies the prevalence of potential anticompetitive effects of vertical mergers using a novel data set on U.S. and international buyer-seller relationships and across a large range of industries. We find that relationships are more likely to break when suppliers vertically integrate with one of the buyers' competitors than when they vertically integrate with an unrelated firm. This relationship holds for both domestic and cross-border mergers and for domestic and international relationships. It also holds when instrumenting mergers using exogenous downward pressure on the supplier's stock prices, suggesting that reverse causality is unlikely to explain the result. In contrast, the relationship vanishes when using rumored or announced but not completed integration events. Firms experience a substantial drop in sales when one of their suppliers integrates with one of their competitors. This sales drop is mitigated if the firm has alternative suppliers in place. These findings are consistent with anticompetitive effects of vertical mergers, such as vertical foreclosure, rising input costs for rivals, or self-foreclosure. This paper was accepted by Joshua Gans, business strategy.

Suggested Citation

  • Johannes Boehm & Jan Sonntag, 2023. "Vertical Integration and Foreclosure: Evidence from Production Network Data," Post-Print hal-03877289, HAL.
  • Handle: RePEc:hal:journl:hal-03877289
    DOI: 10.1287/mnsc.2022.4363
    Note: View the original document on HAL open archive server: https://sciencespo.hal.science/hal-03877289
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    1. 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.
    2. Carballo, Jeronimo & Ottaviano, Gianmarco I.P. & Volpe Martincus, Christian, 2018. "The buyer margins of firms' exports," Journal of International Economics, Elsevier, vol. 112(C), pages 33-49.
    3. Christoph E. Boehm & Aaron Flaaen & Nitya Pandalai-Nayar, 2019. "Input Linkages and the Transmission of Shocks: Firm-Level Evidence from the 2011 Tōhoku Earthquake," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 60-75, March.
    4. Kate Ho & Robin S. Lee, 2019. "Equilibrium Provider Networks: Bargaining and Exclusion in Health Care Markets," American Economic Review, American Economic Association, vol. 109(2), pages 473-522, February.
    5. Andrew B. Bernard & Emmanuel Dhyne & Glenn Magerman & Kalina Manova & Andreas Moxnes, 2022. "The Origins of Firm Heterogeneity: A Production Network Approach," Journal of Political Economy, University of Chicago Press, vol. 130(7), pages 1765-1804.
    6. 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.
    7. Karolina Ekholm & Rikard Forslid & James R. Markusen, 2021. "Export-Platform Foreign Direct Investment," World Scientific Book Chapters, in: BROADENING TRADE THEORY Incorporating Market Realities into Traditional Models, chapter 6, pages 111-130, World Scientific Publishing Co. Pte. Ltd..
    8. Thomas G. Wollmann, 2020. "How to Get Away with Merger: Stealth Consolidation and Its Effects on US Healthcare," NBER Working Papers 27274, National Bureau of Economic Research, Inc.
    9. Gugler, Klaus & Mueller, Dennis C. & Yurtoglu, B. Burcin & Zulehner, Christine, 2003. "The effects of mergers: an international comparison," International Journal of Industrial Organization, Elsevier, vol. 21(5), pages 625-653, May.
    10. Stiebale, Joel, 2016. "Cross-border M&As and innovative activity of acquiring and target firms," Journal of International Economics, Elsevier, vol. 99(C), pages 1-15.
    11. Oliver Hart & Jean Tirole, 1990. "Vertical Integration and Market Foreclosure," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(1990 Micr), pages 205-286.
    12. Mueller, Holger & Giroud, Xavier, 2017. "Firms' Internal Networks and Local Economic Shocks," CEPR Discussion Papers 11858, C.E.P.R. Discussion Papers.
    13. Pinelopi K Goldberg & Amit K Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Multiproduct Firms and Product Turnover in the Developing World: Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1042-1049, November.
    14. 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.
    15. Laura Alfaro & Paola Conconi & Harald Fadinger & Andrew F. Newman, 2016. "Do Prices Determine Vertical Integration?," Review of Economic Studies, Oxford University Press, pages 855-888.
    16. Emmanuel Dhyne & Ayumu Ken Kikkawa & Magne Mogstad & Felix Tintelnot, 2021. "Trade and Domestic Production Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 643-668.
    17. Bruce A. Blonigen & Justin R. Pierce, 2016. "Evidence for the Effects of Mergers on Market Power and Efficiency," Finance and Economics Discussion Series 2016-082, Board of Governors of the Federal Reserve System (U.S.).
    18. Philippon, Thomas & Gutierrez, German, 2018. "How EU Markets Became More Competitive Than US Markets: A Study of Institutional Drift," CEPR Discussion Papers 12983, C.E.P.R. Discussion Papers.
    19. Maria Guadalupe & Olga Kuzmina & Catherine Thomas, 2012. "Innovation and Foreign Ownership," American Economic Review, American Economic Association, vol. 102(7), pages 3594-3627, December.
    20. Bruce A. Blonigen, 2019. "Firm-Specific Assets and the Link Between Exchange Rates and Foreign Direct Investment," World Scientific Book Chapters, in: Foreign Direct Investment, chapter 3, pages 89-120, World Scientific Publishing Co. Pte. Ltd..
    21. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    22. Joshua D. Rauh & Amir Sufi, 2011. "Explaining Corporate Capital Structure: Product Markets, Leases, and Asset Similarity," Review of Finance, European Finance Association, vol. 16(1), pages 115-155.
    23. Allain, Marie-Laure & Chambolle, Claire & Rey, Patrick, 2011. "Vertical Integration, Information and Foreclosure," IDEI Working Papers 673, Institut d'Économie Industrielle (IDEI), Toulouse, revised Nov 2011.
    24. Ulrike Malmendier & Enrico Moretti & Florian S Peters, 2018. "Winning by Losing: Evidence on the Long-run Effects of Mergers," The Review of Financial Studies, Society for Financial Studies, vol. 31(8), pages 3212-3264.
    25. Tasneem Chipty, 2001. "Vertical Integration, Market Foreclosure, and Consumer Welfare in the Cable Television Industry," American Economic Review, American Economic Association, vol. 91(3), pages 428-453, June.
    26. Marie-Laure Allain & Claire Chambolle & Patrick Rey, 2016. "Vertical Integration as a Source of Hold-up," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 1-25.
    27. Chen, Yongmin, 2001. "On Vertical Mergers and Their Competitive Effects," RAND Journal of Economics, The RAND Corporation, vol. 32(4), pages 667-685, Winter.
    28. Jaideep Shenoy, 2012. "An Examination of the Efficiency, Foreclosure, and Collusion Rationales for Vertical Takeovers," Management Science, INFORMS, vol. 58(8), pages 1482-1501, August.
    29. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    30. Patrick Bolton & Michael D. Whinston, 1993. "Incomplete Contracts, Vertical Integration, and Supply Assurance," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 121-148.
    31. Gugler, Klaus & Szücs, Florian, 2016. "Merger externalities in oligopolistic markets," International Journal of Industrial Organization, Elsevier, vol. 47(C), pages 230-254.
    32. Enghin Atalay & Ali Hortaçsu & Mary Jialin Li & Chad Syverson, 2019. "How Wide Is the Firm Border?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1845-1882.
    33. Kate Ho & Robin S. Lee, 2017. "Insurer Competition in Health Care Markets," Econometrica, Econometric Society, vol. 85, pages 379-417, March.
    34. Margaret E. Slade, 2021. "Vertical Mergers: A Survey of Ex Post Evidence and Ex Ante Evaluation Methods," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 58(4), pages 493-511, June.
    35. John Asker, 2016. "Diagnosing Foreclosure due to Exclusive Dealing," Journal of Industrial Economics, Wiley Blackwell, vol. 64(3), pages 375-410, September.
    36. Xavier Giroud & Holger M. Mueller, 2017. "Firms' Internal Networks and Local Economic Shocks," NBER Working Papers 23176, National Bureau of Economic Research, Inc.
    37. Slade, Margaret E., 2019. "Vertical Mergers: Ex Post Evidence and Ex Ante Evaluation Methods," Microeconomics.ca working papers margaret_e._slade-2019-10, Vancouver School of Economics, revised 25 Jun 2019.
    38. Breinlich, Holger, 2008. "Trade liberalization and industrial restructuring through mergers and acquisitions," Journal of International Economics, Elsevier, vol. 76(2), pages 254-266, December.
    39. Ordover, Janusz A & Saloner, Garth & Salop, Steven C, 1990. "Equilibrium Vertical Foreclosure," American Economic Review, American Economic Association, vol. 80(1), pages 127-142, March.
    40. Nocke, Volker & Yeaple, Stephen, 2007. "Cross-border mergers and acquisitions vs. greenfield foreign direct investment: The role of firm heterogeneity," Journal of International Economics, Elsevier, vol. 72(2), pages 336-365, July.
    41. Ezra Oberfield, 2018. "A Theory of Input–Output Architecture," Econometrica, Econometric Society, vol. 86(2), pages 559-589, March.
    42. Daniel P. O'Brien & Greg Shaffer, 1992. "Vertical Control with Bilateral Contracts," RAND Journal of Economics, The RAND Corporation, vol. 23(3), pages 299-308, Autumn.
    43. Swati Dhingra & Andrew Bernard, 2015. "Contracting and the Division of the Gains from Trade," 2015 Meeting Papers 298, Society for Economic Dynamics.
    44. Bollaert, Helen & Delanghe, Marieke, 2015. "Securities Data Company and Zephyr, data sources for M&A research," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 85-100.
    45. Robin S. Lee, 2013. "Vertical Integration and Exclusivity in Platform and Two-Sided Markets," American Economic Review, American Economic Association, vol. 103(7), pages 2960-3000, December.
    46. Jarrad Harford & Robert Schonlau & Jared Stanfield, 2019. "Trade Relationships, Indirect Economic Links, and Mergers," Management Science, INFORMS, vol. 65(7), pages 3085-3110, July.
    47. Xu, Ruonan, 2021. "On the instrument functional form with a binary endogenous explanatory variable," Economics Letters, Elsevier, vol. 206(C).
    48. Sørensen, Bent E & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina & Yesiltas, Sevcan, 2015. "How to construct nationally representative firm level data from the ORBIS global database," CEPR Discussion Papers 10829, C.E.P.R. Discussion Papers.
    49. Klein, Benjamin & Crawford, Robert G & Alchian, Armen A, 1978. "Vertical Integration, Appropriable Rents, and the Competitive Contracting Process," Journal of Law and Economics, University of Chicago Press, vol. 21(2), pages 297-326, October.
    50. Francine Lafontaine & Margaret Slade, 2007. "Vertical Integration and Firm Boundaries: The Evidence," Journal of Economic Literature, American Economic Association, vol. 45(3), pages 629-685, September.
    51. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    52. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    53. Thomas G. Wollmann, 2019. "Stealth Consolidation: Evidence from an Amendment to the Hart-Scott-Rodino Act," American Economic Review: Insights, American Economic Association, vol. 1(1), pages 77-94, June.
    54. Emmanuel Dhyne & Ayumu Ken Kikkawa & Glenn Magerman, 2022. "Imperfect Competition in Firm-to-Firm Trade," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1933-1970.
    55. Vojislav Maksimovic & Gordon Phillips & Liu Yang, 2013. "Private and Public Merger Waves," Journal of Finance, American Finance Association, vol. 68(5), pages 2177-2217, October.
    56. Waterman, David & Weiss, Andrew A., 1996. "The effects of vertical integration between cable television systems and pay cable networks," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 357-395.
    57. Sebnem Kalemli-Ozcan & Bent Sorensen & Carolina Villegas-Sanchez & Vadym Volosovych & Sevcan Yesiltas, 2015. "How to Construct Nationally Representative Firm Level Data from the Orbis Global Database: New Facts and Aggregate Implications," NBER Working Papers 21558, National Bureau of Economic Research, Inc.
    58. Philip Bond & Alex Edmans & Itay Goldstein, 2012. "The Real Effects of Financial Markets," Annual Review of Financial Economics, Annual Reviews, vol. 4(1), pages 339-360, October.
    59. Alex Edmans & Itay Goldstein & Wei Jiang, 2012. "The Real Effects of Financial Markets: The Impact of Prices on Takeovers," Journal of Finance, American Finance Association, vol. 67(3), pages 933-971, June.
    60. repec:bla:jfinan:v:59:y:2004:i:6:p:2685-2718 is not listed on IDEAS
    61. Michael Chernew & Zack Cooper & Eugene Larsen-Hallock & Fiona Scott Morton, 2018. "Are Health Care Services Shoppable? Evidence from the Consumption of Lower-Limb MRI Scans," NBER Working Papers 24869, National Bureau of Economic Research, Inc.
    62. McAfee, R Preston & Schwartz, Marius, 1994. "Opportunism in Multilateral Vertical Contracting: Nondiscrimination, Exclusivity, and Uniformity," American Economic Review, American Economic Association, vol. 84(1), pages 210-230, March.
    63. Barkai, Simcha, 2016. "Declining Labor and Capital Shares," Working Papers 257, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    64. John S. Hughes & Jennifer L. Kao, 2001. "Vertical Integration and Proprietary Information Transfers," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 10(2), pages 277-299, June.
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    Cited by:

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    3. Christopher Ksoll & Rocco Macchiavello & Ameet Morjaria, 2021. "Electoral Violence and Supply Chain Disruptions in Kenya's Floriculture Industry," NBER Working Papers 29297, National Bureau of Economic Research, Inc.
    4. Andrea Bacilieri & Pablo Austudillo-Estevez, 2023. "Reconstructing firm-level input-output networks from partial information," Papers 2304.00081, arXiv.org.
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    6. Margaret E. Slade, 2021. "Vertical Mergers: A Survey of Ex Post Evidence and Ex Ante Evaluation Methods," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 58(4), pages 493-511, June.
    7. Francine Lafontaine & Margaret E. Slade, 2021. "Presumptions in Vertical Mergers: The Role of Evidence," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 59(2), pages 255-272, September.

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    More about this item

    Keywords

    Mergers and acquisitions; Market foreclosure; Vertical integration; Production networks;
    All these keywords.

    JEL classification:

    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L42 - Industrial Organization - - Antitrust Issues and Policies - - - Vertical Restraints; Resale Price Maintenance; Quantity Discounts

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