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Empirical Model of Dynamic Merger Enforcement—Choosing Ownership Caps in U.S. Radio

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  • Przemysław Jeziorski

    (Haas School of Business, University of California, Berkeley, Berkeley, California 94720)

Abstract

The paper introduces a method to conduct a forward-looking antitrust review of horizontal mergers. The method utilizes a dynamic oligopoly model in which mergers, entry/exit, and product repositioning are endogenous. The model provides long-run industry trajectories with and without the merger under review, enabling the regulator to obtain dynamically robust welfare comparisons. The paper demonstrates the framework’s application to regulate the U.S. radio broadcasting industry. In particular, it investigates the long-run efficacy of two commonly used merger heuristics: radio station ownership caps (see the Telecom Act of 1996) and static merger simulations. The paper finds that raising the ownership cap results in higher total welfare and demonstrates varying long-run effectiveness of merger simulations.

Suggested Citation

  • Przemysław Jeziorski, 2023. "Empirical Model of Dynamic Merger Enforcement—Choosing Ownership Caps in U.S. Radio," Management Science, INFORMS, vol. 69(8), pages 4457-4480, August.
  • Handle: RePEc:inm:ormnsc:v:69:y:2023:i:8:p:4457-4480
    DOI: 10.1287/mnsc.2022.4599
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    as
    1. Ariel Pakes & Michael Ostrovsky & Steven Berry, 2007. "Simple estimators for the parameters of discrete dynamic games (with entry/exit examples)," RAND Journal of Economics, RAND Corporation, vol. 38(2), pages 373-399, June.
    2. Rubinstein, Ariel, 1982. "Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 50(1), pages 97-109, January.
    3. Mark Armstrong & John Vickers, 2010. "A Model of Delegated Project Choice," Econometrica, Econometric Society, vol. 78(1), pages 213-244, January.
    4. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
    5. Anthony M. Marino & Ján Zábojník, 2006. "Merger, Ease Of Entry And Entry Deterrence In A Dynamic Model," Journal of Industrial Economics, Wiley Blackwell, vol. 54(3), pages 397-423, September.
    6. Allan Collard-Wexler & Gautam Gowrisankaran & Robin S. Lee, 2019. ""Nash-in-Nash" Bargaining: A Microfoundation for Applied Work," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 163-195.
    7. Wolpin, Kenneth I, 1984. "An Estimable Dynamic Stochastic Model of Fertility and Child Mortality," Journal of Political Economy, University of Chicago Press, vol. 92(5), pages 852-874, October.
    8. Farrell, Joseph & Shapiro, Carl, 1990. "Horizontal Mergers: An Equilibrium Analysis," American Economic Review, American Economic Association, vol. 80(1), pages 107-126, March.
    9. Patrick Bajari & C. Lanier Benkard & Jonathan Levin, 2007. "Estimating Dynamic Models of Imperfect Competition," Econometrica, Econometric Society, vol. 75(5), pages 1331-1370, September.
    10. Cabral, Luis M. B., 2003. "Horizontal mergers with free-entry: why cost efficiencies may be a weak defense and asset sales a poor remedy," International Journal of Industrial Organization, Elsevier, vol. 21(5), pages 607-623, May.
    11. Motta, Massimo & Vasconcelos, Helder, 2005. "Efficiency gains and myopic antitrust authority in a dynamic merger game," International Journal of Industrial Organization, Elsevier, vol. 23(9-10), pages 777-801, December.
    12. Ben Mermelstein & Volker Nocke & Mark A. Satterthwaite & Michael D. Whinston, 2020. "Internal versus External Growth in Industries with Scale Economies: A Computational Model of Optimal Merger Policy," Journal of Political Economy, University of Chicago Press, vol. 128(1), pages 301-341.
    13. Ulrich Doraszelski & Kenneth L. Judd, 2012. "Avoiding the curse of dimensionality in dynamic stochastic games," Quantitative Economics, Econometric Society, vol. 3(1), pages 53-93, March.
    14. Volker Nocke & Michael D. Whinston, 2010. "Dynamic Merger Review," Journal of Political Economy, University of Chicago Press, vol. 118(6), pages 1201-1251.
    15. Aviv Nevo, 2000. "Mergers with Differentiated Products: The Case of the Ready-to-Eat Cereal Industry," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 395-421, Autumn.
    16. V. Joseph Hotz & Robert A. Miller, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 497-529.
    17. Rodrigues, Vasco, 2001. "Endogenous mergers and market structure," International Journal of Industrial Organization, Elsevier, vol. 19(8), pages 1245-1261, September.
    18. Peter Arcidiacono & Patrick Bayer & Jason R. Blevins & Paul B. Ellickson, 2016. "Estimation of Dynamic Discrete Choice Models in Continuous Time with an Application to Retail Competition," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(3), pages 889-931.
    19. Pakes, Ariel S, 1986. "Patents as Options: Some Estimates of the Value of Holding European Patent Stocks," Econometrica, Econometric Society, vol. 54(4), pages 755-784, July.
    20. Harford, Jarrad, 2005. "What drives merger waves?," Journal of Financial Economics, Elsevier, vol. 77(3), pages 529-560, September.
    21. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    22. Miller, Robert A, 1984. "Job Matching and Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 92(6), pages 1086-1120, December.
    23. Mitsuru Igami & Kosuke Uetake, 2020. "Mergers, Innovation, and Entry-Exit Dynamics: Consolidation of the Hard Disk Drive Industry, 1996–2016," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2672-2702.
    24. Allan Collard-Wexler Jr., 2014. "Mergers and Sunk Costs: An Application to the Ready-Mix Concrete Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 407-447, November.
    25. Victor Aguirregabiria & Pedro Mira, 2007. "Sequential Estimation of Dynamic Discrete Games," Econometrica, Econometric Society, vol. 75(1), pages 1-53, January.
    26. Volker Nocke & Michael D. Whinston, 2013. "Merger Policy with Merger Choice," American Economic Review, American Economic Association, vol. 103(2), pages 1006-1033, April.
    27. Andrew Sweeting, 2013. "Dynamic Product Positioning in Differentiated Product Markets: The Effect of Fees for Musical Performance Rights on the Commercial Radio Industry," Econometrica, Econometric Society, vol. 81(5), pages 1763-1803, September.
    28. Gautam Gowrisankaran & Thomas J. Holmes, 2004. "Mergers and the Evolution of Industry Concentration: Results from the Dominant-Firm Model," RAND Journal of Economics, The RAND Corporation, vol. 35(3), pages 561-582, Autumn.
    29. Peter Arcidiacono & Robert A. Miller, 2011. "Conditional Choice Probability Estimation of Dynamic Discrete Choice Models With Unobserved Heterogeneity," Econometrica, Econometric Society, vol. 79(6), pages 1823-1867, November.
    30. Chunrong Ai & Xiaohong Chen, 2003. "Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions," Econometrica, Econometric Society, vol. 71(6), pages 1795-1843, November.
    31. Steven T. Berry & Joel Waldfogel, 2001. "Do Mergers Increase Product Variety? Evidence from Radio Broadcasting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 1009-1025.
    32. Bruce Drushel, 1998. "The Telecommunications Act of 1996 and Radio Market Structure," Journal of Media Economics, Taylor & Francis Journals, vol. 11(3), pages 3-20.
    33. Morton I. Kamien & Israel Zang, 1990. "The Limits of Monopolization Through Acquisition," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 465-499.
    34. Andrew Sweeting, 2010. "The effects of mergers on product positioning: evidence from the music radio industry," RAND Journal of Economics, RAND Corporation, vol. 41(2), pages 372-397, June.
    35. Michael J. Mazzeo & Katja Seim & Mauricio Varela, 2018. "The Welfare Consequences of Mergers with Endogenous Product Choice," Journal of Industrial Economics, Wiley Blackwell, vol. 66(4), pages 980-1016, December.
    36. Larry D. Qiu & Wen Zhou, 2007. "Merger waves: a model of endogenous mergers," RAND Journal of Economics, RAND Corporation, vol. 38(1), pages 214-226, March.
    37. Gautam Gowrisankaran, 1999. "A Dynamic Model of Endogenous Horizonal Mergers," RAND Journal of Economics, The RAND Corporation, vol. 30(1), pages 56-83, Spring.
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