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Common ownership and competition in product markets

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  • Koch, Andrew
  • Panayides, Marios
  • Thomas, Shawn

Abstract

We investigate the relation between common institutional ownership of the firms in an industry and product market competition. We find that common ownership is neither robustly positively related with industry profitability or output prices nor is it robustly negatively related with measures of nonprice competition, as would be expected if common ownership reduces competition. This conclusion holds regardless of industry classification choice, common ownership measure, profitability measure, nonprice competition proxy, or model specification. Our point estimates are close to zero with tight bounds, rejecting even modestly sized economic effects. We conclude that antitrust restrictions seeking to limit intra-industry common ownership are not currently warranted.

Suggested Citation

  • Koch, Andrew & Panayides, Marios & Thomas, Shawn, 2021. "Common ownership and competition in product markets," Journal of Financial Economics, Elsevier, vol. 139(1), pages 109-137.
  • Handle: RePEc:eee:jfinec:v:139:y:2021:i:1:p:109-137
    DOI: 10.1016/j.jfineco.2020.07.007
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    as
    1. José Azar & Martin C. Schmalz & Isabel Tecu, 2018. "Anticompetitive Effects of Common Ownership," Journal of Finance, American Finance Association, vol. 73(4), pages 1513-1565, August.
    2. A. Michael Spence, 1979. "Investment Strategy and Growth in a New Market," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 1-19, Spring.
    3. Kahle, Kathleen M. & Walkling, Ralph A., 1996. "The Impact of Industry Classifications on Financial Research," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(3), pages 309-335, September.
    4. Farrell, Joseph & Shapiro, Carl, 1990. "Horizontal Mergers: An Equilibrium Analysis," American Economic Review, American Economic Association, vol. 80(1), pages 107-126, March.
    5. Harford, Jarrad & Jenter, Dirk & Li, Kai, 2011. "Institutional cross-holdings and their effect on acquisition decisions," Journal of Financial Economics, Elsevier, vol. 99(1), pages 27-39, January.
    6. Kathleen M. Kahle & Ralph A. Walkling, "undated". "The Impact of Industry Classifications on Financial Research," Research in Financial Economics 9607, Ohio State University.
    7. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    8. Anderson, Ronald C. & Duru, Augustine & Reeb, David M., 2009. "Founders, heirs, and corporate opacity in the United States," Journal of Financial Economics, Elsevier, vol. 92(2), pages 205-222, May.
    9. Malueg, David A., 1992. "Collusive behavior and partial ownership of rivals," International Journal of Industrial Organization, Elsevier, vol. 10(1), pages 27-34, March.
    10. Flath, David, 1991. "When is it rational for firms to acquire silent interests in rivals?," International Journal of Industrial Organization, Elsevier, vol. 9(4), pages 573-583, December.
    11. Bhattacharyya, Sugato & Nain, Amrita, 2011. "Horizontal acquisitions and buying power: A product market analysis," Journal of Financial Economics, Elsevier, vol. 99(1), pages 97-115, January.
    12. George J. Stigler, 1971. "The Theory of Economic Regulation," Bell Journal of Economics, The RAND Corporation, vol. 2(1), pages 3-21, Spring.
    13. Eckbo, B. Espen, 1983. "Horizontal mergers, collusion, and stockholder wealth," Journal of Financial Economics, Elsevier, vol. 11(1-4), pages 241-273, April.
    14. Matvos, Gregor & Ostrovsky, Michael, 2008. "Cross-ownership, returns, and voting in mergers," Journal of Financial Economics, Elsevier, vol. 89(3), pages 391-403, September.
    15. Hansen, Robert G. & Lott, John R., 1996. "Externalities and Corporate Objectives in a World with Diversified Shareholder/Consumers," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(1), pages 43-68, March.
    16. Louis Kaplow, 2013. "Competition Policy and Price Fixing," Economics Books, Princeton University Press, edition 1, volume 1, number 10005.
    17. John G. Fernald, 2015. "Productivity and Potential Output before, during, and after the Great Recession," NBER Macroeconomics Annual, University of Chicago Press, vol. 29(1), pages 1-51.
    18. Alex Edmans & Doron Levit & Devin Reilly, 2019. "Governance Under Common Ownership," Review of Financial Studies, Society for Financial Studies, vol. 32(7), pages 2673-2719.
    19. Fudenberg, Drew & Tirole, Jean, 1984. "The Fat-Cat Effect, the Puppy-Dog Ploy, and the Lean and Hungry Look," American Economic Review, American Economic Association, vol. 74(2), pages 361-366, May.
    20. Schmalz, Martin, 2018. "Common Ownership Concentration and Corporate Conduct," CEPR Discussion Papers 12598, C.E.P.R. Discussion Papers.
    21. Gerard Hoberg & Gordon Phillips, 2010. "Real and Financial Industry Booms and Busts," Journal of Finance, American Finance Association, vol. 65(1), pages 45-86, February.
    22. Amrita Nain & Yan Wang, 2018. "The Product Market Impact of Minority Stake Acquisitions," Management Science, INFORMS, vol. 64(2), pages 825-844, February.
    23. Campbell R. Harvey, 2017. "Presidential Address: The Scientific Outlook in Financial Economics," Journal of Finance, American Finance Association, vol. 72(4), pages 1399-1440, August.
    24. Tasneem Chipty & Christopher M. Snyder, 1999. "The Role Of Firm Size In Bilateral Bargaining: A Study Of The Cable Television Industry," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 326-340, May.
    25. José Azar & Xavier Vives, 2018. "Oligopoly, Macroeconomic Performance, and Competition Policy," CESifo Working Paper Series 7189, CESifo.
    26. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    27. Domowitz, Ian & Hubbard, R Glenn & Petersen, Bruce C, 1987. "Oligopoly Supergames: Some Empirical Evidence on Prices and Margins," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 379-398, June.
    28. George J. Stigler, 1968. "Price and Non-Price Competition," Journal of Political Economy, University of Chicago Press, vol. 76, pages 149-149.
    29. Miguel Antón & Florian Ederer & Mireia Giné & Martin Schmalz, 2023. "Common Ownership, Competition, and Top Management Incentives," Journal of Political Economy, University of Chicago Press, vol. 131(5), pages 1294-1355.
    30. David Gilo & Yossi Moshe & Yossi Spiegel, 2006. "Partial Cross Ownership and Tacit Collusion," RAND Journal of Economics, The RAND Corporation, vol. 37(1), pages 81-99, Spring.
    31. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    32. Lauren Cohen & Andrea Frazzini, 2008. "Economic Links and Predictable Returns," Journal of Finance, American Finance Association, vol. 63(4), pages 1977-2011, August.
    33. Chad Syverson, 2017. "Challenges to Mismeasurement Explanations for the US Productivity Slowdown," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 165-186, Spring.
    34. John M. Griffin & Jin Xu, 2009. "How Smart Are the Smart Guys? A Unique View from Hedge Fund Stock Holdings," Review of Financial Studies, Society for Financial Studies, vol. 22(7), pages 2331-2370, July.
    35. Germán Gutiérrez & Thomas Philippon, 2017. "Investmentless Growth: An Empirical Investigation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(2 (Fall)), pages 89-190.
    36. Davidson, Carl & Deneckere, Raymond, 1984. "Horizontal mergers and collusive behavior," International Journal of Industrial Organization, Elsevier, vol. 2(2), pages 117-132, June.
    37. Martin C. Schmalz, 2018. "Common-Ownership Concentration and Corporate Conduct," Annual Review of Financial Economics, Annual Reviews, vol. 10(1), pages 413-448, November.
    38. Laurent Fresard, 2010. "Financial Strength and Product Market Behavior: The Real Effects of Corporate Cash Holdings," Journal of Finance, American Finance Association, vol. 65(3), pages 1097-1122, June.
    39. Ronald C. Anderson & David M. Reeb, 2003. "Founding-Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1327, June.
    40. Joseph Farrell & Carl Shapiro, 1990. "Asset Ownership and Market Structure in Oligopoly," RAND Journal of Economics, The RAND Corporation, vol. 21(2), pages 275-292, Summer.
    41. Ángel L. López & Xavier Vives, 2019. "Overlapping Ownership, R&D Spillovers, and Antitrust Policy," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2394-2437.
    42. Phillips, Gordon M., 1995. "Increased debt and industry product markets An empirical analysis," Journal of Financial Economics, Elsevier, vol. 37(2), pages 189-238, February.
    43. Kraus, Alan & Rubin, Amir, 2010. "Reducing managers' incentives to cannibalize: Managerial stock options when shareholders are diversified," Journal of Financial Intermediation, Elsevier, vol. 19(4), pages 439-460, October.
    44. Ronald C. Anderson & David M. Reeb & Wanli Zhao, 2012. "Family‐Controlled Firms and Informed Trading: Evidence from Short Sales," Journal of Finance, American Finance Association, vol. 67(1), pages 351-386, February.
    45. Chad Syverson, 2008. "Markets: Ready-Mixed Concrete," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 217-234, Winter.
    46. Spence, A Michael, 1977. "Nonprice Competition," American Economic Review, American Economic Association, vol. 67(1), pages 255-259, February.
    47. Jacquemin, Alexis & Slade, Margaret E., 1989. "Cartels, collusion, and horizontal merger," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 7, pages 415-473, Elsevier.
    48. Reynolds, Robert J. & Snapp, Bruce R., 1986. "The competitive effects of partial equity interests and joint ventures," International Journal of Industrial Organization, Elsevier, vol. 4(2), pages 141-153, June.
    49. Lucian A. Bebchuk & Alma Cohen & Scott Hirst, 2017. "The Agency Problems of Institutional Investors," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 89-102, Summer.
    50. Brian J. Bushee & Theodore H. Goodman, 2007. "Which Institutional Investors Trade Based on Private Information About Earnings and Returns?," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 289-321, May.
    51. Jean‐Noël Barrot & Erik Loualiche & Julien Sauvagnat, 2019. "The Globalization Risk Premium," Journal of Finance, American Finance Association, vol. 74(5), pages 2391-2439, October.
    52. Avinash Dixit & Victor Norman, 1978. "Advertising and Welfare," Bell Journal of Economics, The RAND Corporation, vol. 9(1), pages 1-17, Spring.
    53. Brander, James A. & Lewis, Tracy R., 1986. "Oligopoly and Financial Structure: The Limited Liability Effect," American Economic Review, American Economic Association, vol. 76(5), pages 956-970, December.
    54. Gordon Roger H., 2003. "Do Publicly Traded Corporations Act in the Public Interest?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-20, June.
    55. Jie (Jack) He & Jiekun Huang, 2017. "Product Market Competition in a World of Cross-Ownership: Evidence from Institutional Blockholdings," Review of Financial Studies, Society for Financial Studies, vol. 30(8), pages 2674-2718.
    56. Fee, C. Edward & Thomas, Shawn, 2004. "Sources of gains in horizontal mergers: evidence from customer, supplier, and rival firms," Journal of Financial Economics, Elsevier, vol. 74(3), pages 423-460, December.
    57. David Gilo & Yossi Moshe & Yossi Spiegel, 2006. "Partial cross ownership and tacit collusion," RAND Journal of Economics, RAND Corporation, vol. 37(1), pages 81-99, March.
    58. Reitman, David, 1994. "Partial Ownership Arrangements and the Potential for Collusion," Journal of Industrial Economics, Wiley Blackwell, vol. 42(3), pages 313-322, September.
    59. Shahrur, Husayn, 2005. "Industry structure and horizontal takeovers: Analysis of wealth effects on rivals, suppliers, and corporate customers," Journal of Financial Economics, Elsevier, vol. 76(1), pages 61-98, April.
    60. Shapiro, Carl, 1989. "Theories of oligopoly behavior," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 6, pages 329-414, Elsevier.
    61. Bresnahan, Timothy F. & Salop, Steven C., 1986. "Quantifying the competitive effects of production joint ventures," International Journal of Industrial Organization, Elsevier, vol. 4(2), pages 155-175, June.
    62. García, Diego & Norli, Øyvind, 2012. "Geographic dispersion and stock returns," Journal of Financial Economics, Elsevier, vol. 106(3), pages 547-565.
    63. Allayannis, George & Ihrig, Jane, 2001. "Exposure and Markups," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 805-835.
    64. Stuart L. Gillan & Laura T. Starks, 2007. "The Evolution of Shareholder Activism in the United States," Journal of Applied Corporate Finance, Morgan Stanley, vol. 19(1), pages 55-73, January.
    65. Laurent Fresard, 2010. "Financial Strength and Product Market Behavior: The Real Effects of Corporate Cash Holdings," Post-Print hal-00537081, HAL.
    66. Ronald C. Anderson & David M. Reeb, 2003. "Founding‐Family Ownership and Firm Performance: Evidence from the S&P 500," Journal of Finance, American Finance Association, vol. 58(3), pages 1301-1328, June.
    67. Bagwell, Kyle, 2007. "The Economic Analysis of Advertising," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 28, pages 1701-1844, Elsevier.
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    Cited by:

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    3. Antonio Estache & Christophe Kieffer, 2021. "Does Common Ownership Influence the Financial Strategy of the French Pharmaceutical Firms?," Working Papers ECARES 2021-09, ULB -- Universite Libre de Bruxelles.
    4. Hariskos, W. & Königstein, M. & Papadopoulos, K.G., 2022. "Anti-competitive effects of partial cross-ownership: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 399-409.
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    6. Ziwei Wang & Chunfeng Wang & Zhenming Fang, 2023. "Common institutional ownership and corporate misconduct," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 102-136, January.
    7. Kristopher Gerardi & Michelle Lowry & Carola Schenone, 2023. "A Critical Review of the Common Ownership Literature," FRB Atlanta Working Paper 2023-17, Federal Reserve Bank of Atlanta.
    8. Yi Jiang & Tingting Que & Miaomiao Yu, 2022. "Price asymmetries in the US airline industry," The Financial Review, Eastern Finance Association, vol. 57(4), pages 793-814, November.
    9. Hennig, Jan C. & Oehmichen, Jana & Steinberg, Philip J. & Heigermoser, Judith, 2022. "Determinants of common ownership: Exploring an information-based and a competition-based perspective in a global context," Journal of Business Research, Elsevier, vol. 144(C), pages 690-702.
    10. Ma, Song & Murfin, Justin & Pratt, Ryan, 2022. "Young firms, old capital," Journal of Financial Economics, Elsevier, vol. 146(1), pages 331-356.
    11. Bayona, Anna & López, Ángel L. & Manganelli, Anton-Giulio, 2022. "Common ownership, corporate control and price competition," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 1066-1075.
    12. Li, Youping & Zhang, Jianhu & Zhou, Zipeng, 2023. "Vertical differentiation with overlapping ownership," Economics Letters, Elsevier, vol. 222(C).
    13. Li, Xuelin & Liu, Tong & Taylor, Lucian A., 2023. "Common ownership and innovation efficiency," Journal of Financial Economics, Elsevier, vol. 147(3), pages 475-497.
    14. Andrea Pawliczek & A. Nicole Skinner & Sarah L. C. Zechman, 2022. "Facilitating Tacit Collusion Through Voluntary Disclosure: Evidence from Common Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 60(5), pages 1651-1693, December.
    15. Cheng, Xin & (Helen) Wang, He & Wang, Xianjue, 2022. "Common institutional ownership and corporate social responsibility," Journal of Banking & Finance, Elsevier, vol. 136(C).
    16. Patrick Dennis & Kristopher Gerardi & Carola Schenone, 2022. "Common Ownership Does Not Have Anticompetitive Effects in the Airline Industry," Journal of Finance, American Finance Association, vol. 77(5), pages 2765-2798, October.
    17. Jonathan Lewellen & Katharina Lewellen, 2022. "Institutional Investors and Corporate Governance: The Incentive to Be Engaged," Journal of Finance, American Finance Association, vol. 77(1), pages 213-264, February.
    18. Athira, A. & Lukose, P.J. Jijo, 2023. "Do common institutional owners' activisms deter tax avoidance? Evidence from an emerging economy," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).

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    More about this item

    Keywords

    Common ownership; Governance; Competition; Horizontal merger;
    All these keywords.

    JEL classification:

    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L41 - Industrial Organization - - Antitrust Issues and Policies - - - Monopolization; Horizontal Anticompetitive Practices

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