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Can Private Equity Funds Act as Strategic Buyers? Evidence from Buy-and-Build Strategies

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  • Dyaran Bansraj

    (Erasmus University Rotterdam)

  • Han Smit

    (Erasmus University Rotterdam)

  • Vadym Volosovych

    (Erasmus University Rotterdam)

Abstract

By holding assets longer and increasingly focusing on growth strategies private equity firms enter the territory of strategic buyers. In one such strategy, a private equity firm buys a company and then builds on that “platform†through add-on acquisitions. We ask whether such serial (buy-and-build) acquisition strategies deliver operating synergies, as expected from strategic buyers, or rather are a form of “window-dressing.†We collect a sample of buy-and-build strategies from seven major European markets and find that the profitability of these strategies improves more than that of the comparable strategies, constructed by us from stand-alone companies. We analyze a number of operating outcomes across various strategy sub-types and confirm that these operational improvements are consistent with the synergy interpretation.

Suggested Citation

  • Dyaran Bansraj & Han Smit & Vadym Volosovych, 2020. "Can Private Equity Funds Act as Strategic Buyers? Evidence from Buy-and-Build Strategies," Tinbergen Institute Discussion Papers 20-041/IV, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20200041
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    1. Sensoy, Berk A. & Wang, Yingdi & Weisbach, Michael S., 2014. "Limited partner performance and the maturing of the private equity industry," Journal of Financial Economics, Elsevier, vol. 112(3), pages 320-343.
    2. Isil Erel & Yeejin Jang & Michael S. Weisbach, 2015. "Do Acquisitions Relieve Target Firms’ Financial Constraints?," Journal of Finance, American Finance Association, vol. 70(1), pages 289-328, February.
    3. Sreedhar Bharath & Amy Dittmar & Jagadeesh Sivadasan, 2014. "Do Going-Private Transactions Affect Plant Efficiency and Investment?," Review of Financial Studies, Society for Financial Studies, vol. 27(7), pages 1929-1976.
    4. Arcot, Sridhar & Fluck, Zsuzsanna & Gaspar, José-Miguel & Hege, Ulrich, 2015. "Fund managers under pressure: Rationale and determinants of secondary buyouts," Journal of Financial Economics, Elsevier, vol. 115(1), pages 102-135.
    5. Sørensen, Bent E & Fons-Rosen, Christian & Kalemli-Özcan, Sebnem & Volosovych, Vadym & Villegas-Sanchez, Carolina, 2017. "Foreign Investment and Domestic Productivity: Identifying Knowledge Spillovers and Competition Effects," CEPR Discussion Papers 12205, C.E.P.R. Discussion Papers.
    6. Fidrmuc, Jana P. & Roosenboom, Peter & Paap, Richard & Teunissen, Tim, 2012. "One size does not fit all: Selling firms to private equity versus strategic acquirers," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 828-848.
    7. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    8. Mitchell, Mark L. & Mulherin, J. Harold, 1996. "The impact of industry shocks on takeover and restructuring activity," Journal of Financial Economics, Elsevier, vol. 41(2), pages 193-229, June.
    9. Ulf Axelson & Tim Jenkinson & Per Strömberg & Michael S. Weisbach, 2013. "Borrow Cheap, Buy High? The Determinants of Leverage and Pricing in Buyouts," Journal of Finance, American Finance Association, vol. 68(6), pages 2223-2267, December.
    10. Degeorge, Francois & Martin, Jens & Phalippou, Ludovic, 2016. "On secondary buyouts," Journal of Financial Economics, Elsevier, vol. 120(1), pages 124-145.
    11. Francesca Cornelli & Zbigniew Kominek & Alexander Ljungqvist, 2013. "Monitoring Managers: Does It Matter?," Journal of Finance, American Finance Association, vol. 68(2), pages 431-481, April.
    12. Brown, Gregory W. & Gredil, Oleg R. & Kaplan, Steven N., 2019. "Do private equity funds manipulate reported returns?," Journal of Financial Economics, Elsevier, vol. 132(2), pages 267-297.
    13. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    14. Ludovic Phalippou & Oliver Gottschalg, 2009. "The Performance of Private Equity Funds," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1747-1776, April.
    15. 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.
    16. Cesare Fracassi & Alessandro Previtero & Albert W. Sheen, 2020. "Barbarians at the Store? Private Equity, Products, and Consumers," NBER Working Papers 27435, National Bureau of Economic Research, Inc.
    17. Gompers, Paul & Lerner, Josh, 2000. "Money chasing deals? The impact of fund inflows on private equity valuation," Journal of Financial Economics, Elsevier, vol. 55(2), pages 281-325, February.
    18. Braun, Reiner & Jenkinson, Tim & Stoff, Ingo, 2017. "How persistent is private equity performance? Evidence from deal-level data," Journal of Financial Economics, Elsevier, vol. 123(2), pages 273-291.
    19. Steven N. Kaplan & Antoinette Schoar, 2005. "Private Equity Performance: Returns, Persistence, and Capital Flows," Journal of Finance, American Finance Association, vol. 60(4), pages 1791-1823, August.
    20. Steven Kaplan, 1989. "Management Buyouts: Evidence on Taxes as a Source of Value," Journal of Finance, American Finance Association, vol. 44(3), pages 611-632, July.
    21. Geoffrey Tate & Liu Yang, 2015. "The Bright Side of Corporate Diversification: Evidence from Internal Labor Markets," Review of Financial Studies, Society for Financial Studies, vol. 28(8), pages 2203-2249.
    22. David T. Robinson & Berk A. Sensoy, 2013. "Do Private Equity Fund Managers Earn Their Fees? Compensation, Ownership, and Cash Flow Performance," Review of Financial Studies, Society for Financial Studies, vol. 26(11), pages 2760-2797.
    23. Joseph P. H. Fan & Vidhan K. Goyal, 2006. "On the Patterns and Wealth Effects of Vertical Mergers," The Journal of Business, University of Chicago Press, vol. 79(2), pages 877-902, March.
    24. Robinson, David T. & Sensoy, Berk A., 2016. "Cyclicality, performance measurement, and cash flow liquidity in private equity," Journal of Financial Economics, Elsevier, vol. 122(3), pages 521-543.
    25. Mulherin, J. Harold & Boone, Audra L., 2000. "Comparing acquisitions and divestitures," Journal of Corporate Finance, Elsevier, vol. 6(2), pages 117-139, July.
    26. 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.
    27. Viral V. Acharya & Oliver F. Gottschalg & Moritz Hahn & Conor Kehoe, 2013. "Corporate Governance and Value Creation: Evidence from Private Equity," Review of Financial Studies, Society for Financial Studies, vol. 26(2), pages 368-402.
    28. Eckbo, B. Espen (ed.), 2008. "Handbook of Empirical Corporate Finance SET," Elsevier Monographs, Elsevier, edition 1, number 9780444532657.
    29. Jan Bena & Kai Li, 2014. "Corporate Innovations and Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 69(5), pages 1923-1960, October.
    30. Antoni, Manfred & Maug, Ernst & Obernberger, Stefan, 2019. "Private equity and human capital risk," Journal of Financial Economics, Elsevier, vol. 133(3), pages 634-657.
    31. Fernando Anjos & Cesare Fracassi, 2015. "Shopping for Information? Diversification and the Network of Industries," Management Science, INFORMS, vol. 61(1), pages 161-183, January.
    32. Josh Lerner & Morten Sorensen & Per Strömberg, 2011. "Private Equity and Long‐Run Investment: The Case of Innovation," Journal of Finance, American Finance Association, vol. 66(2), pages 445-477, April.
    33. Ivashina, Victoria & Lerner, Josh, 2019. "Pay now or pay later? The economics within the private equity partnership," Journal of Financial Economics, Elsevier, vol. 131(1), pages 61-87.
    34. Gregor Andrade & Mark Mitchell & Erik Stafford, 2001. "New Evidence and Perspectives on Mergers," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 103-120, Spring.
    35. Kaplan, Steven, 1989. "The effects of management buyouts on operating performance and value," Journal of Financial Economics, Elsevier, vol. 24(2), pages 217-254.
    36. Fan, Joseph P H & Lang, Larry H P, 2000. "The Measurement of Relatedness: An Application to Corporate Diversification," The Journal of Business, University of Chicago Press, vol. 73(4), pages 629-660, October.
    37. Hammer, Benjamin & Knauer, Alexander & Pflücke, Magnus & Schwetzler, Bernhard, 2017. "Inorganic growth strategies and the evolution of the private equity business model," Journal of Corporate Finance, Elsevier, vol. 45(C), pages 31-63.
    38. Naveen Khanna & Sheri Tice, 2001. "The Bright Side of Internal Capital Markets," Journal of Finance, American Finance Association, vol. 56(4), pages 1489-1528, August.
    39. Phalippou, Ludovic & Rauch, Christian & Umber, Marc, 2018. "Private equity portfolio company fees," Journal of Financial Economics, Elsevier, vol. 129(3), pages 559-585.
    40. Jenkinson, Tim & Sousa, Miguel, 2015. "What determines the exit decision for leveraged buyouts?," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 399-408.
    41. Ronald W. Masulis & Cong Wang & Fei Xie, 2007. "Corporate Governance and Acquirer Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1851-1889, August.
    42. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-b.
    43. Gary Gorton & Matthias Kahl & Richard J. Rosen, 2009. "Eat or Be Eaten: A Theory of Mergers and Firm Size," Journal of Finance, American Finance Association, vol. 64(3), pages 1291-1344, June.
    44. Lopez-de-Silanes, Florencio & Phalippou, Ludovic & Gottschalg, Oliver, 2015. "Giants at the Gate: Investment Returns and Diseconomies of Scale in Private Equity," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 377-411, June.
    45. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    46. Lemelin, Andre, 1982. "Relatedness in the Patterns of Interindustry Diversification," The Review of Economics and Statistics, MIT Press, vol. 64(4), pages 646-657, November.
    47. Robert S. Harris & Tim Jenkinson & Steven N. Kaplan, 2014. "Private Equity Performance: What Do We Know?," Journal of Finance, American Finance Association, vol. 69(5), pages 1851-1882, October.
    48. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-a.
    49. Matthew Rhodes‐Kropf & David T. Robinson, 2008. "The Market for Mergers and the Boundaries of the Firm," Journal of Finance, American Finance Association, vol. 63(3), pages 1169-1211, June.
    50. Alexander Ljungqvist & Matthew Richardson & Daniel Wolfenzon, 2020. "The investment behavior of buyout funds: Theory and evidence," Financial Management, Financial Management Association International, vol. 49(1), pages 3-32, March.
    51. R. Glenn Hubbard & Darius Palia, 1999. "A Reexamination of the Conglomerate Merger Wave in the 1960s: An Internal Capital Markets View," Journal of Finance, American Finance Association, vol. 54(3), pages 1131-1152, June.
    52. Bengt Holmstrom & John Roberts, 1998. "The Boundaries of the Firm Revisited," Journal of Economic Perspectives, American Economic Association, vol. 12(4), pages 73-94, Fall.
    53. Steven N. Kaplan & Per Stromberg, 2009. "Leveraged Buyouts and Private Equity," Journal of Economic Perspectives, American Economic Association, vol. 23(1), pages 121-146, Winter.
    54. Aktas, Nihat & de Bodt, Eric & Roll, Richard, 2013. "Learning from repetitive acquisitions: Evidence from the time between deals," Journal of Financial Economics, Elsevier, vol. 108(1), pages 99-117.
    55. Gompers, Paul & Kaplan, Steven N. & Mukharlyamov, Vladimir, 2016. "What do private equity firms say they do?," Journal of Financial Economics, Elsevier, vol. 121(3), pages 449-476.
    56. 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.
    57. Steven J. Davis & John Haltiwanger & Kyle Handley & Ron Jarmin & Josh Lerner & Javier Miranda, 2014. "Private Equity, Jobs, and Productivity," American Economic Review, American Economic Association, vol. 104(12), pages 3956-3990, December.
    58. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    59. Mara Faccio & Hung-Chia Hsu, 2017. "Politically Connected Private Equity and Employment," Journal of Finance, American Finance Association, vol. 72(2), pages 539-574, April.
    60. Harford, Jarrad, 2005. "What drives merger waves?," Journal of Financial Economics, Elsevier, vol. 77(3), pages 529-560, September.
    61. Shai Bernstein & Albert Sheen, 2016. "The Operational Consequences of Private Equity Buyouts: Evidence from the Restaurant Industry," Review of Financial Studies, Society for Financial Studies, vol. 29(9), pages 2387-2418.
    62. Shourun Guo & Edith S. Hotchkiss & Weihong Song, 2011. "Do Buyouts (Still) Create Value?," Journal of Finance, American Finance Association, vol. 66(2), pages 479-517, April.
    63. Kenneth R. Ahern & Jarrad Harford, 2014. "The Importance of Industry Links in Merger Waves," Journal of Finance, American Finance Association, vol. 69(2), pages 527-576, April.
    64. Wang, Yingdi, 2012. "Secondary buyouts: Why buy and at what price?," Journal of Corporate Finance, Elsevier, vol. 18(5), pages 1306-1325.
    65. 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.
    66. Hans T. J. Smit, 2001. "Acquisition Strategies As Option Games," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(2), pages 79-89, June.
    67. Alexander S. Gorbenko & Andrey Malenko, 2014. "Strategic and Financial Bidders in Takeover Auctions," Journal of Finance, American Finance Association, vol. 69(6), pages 2513-2555, December.
    68. Valkama, Petri & Maula, Markku & Nikoskelainen, Erkki & Wright, Mike, 2013. "Drivers of holding period firm-level returns in private equity-backed buyouts," Journal of Banking & Finance, Elsevier, vol. 37(7), pages 2378-2391.
    69. Cohn, Jonathan B. & Mills, Lillian F. & Towery, Erin M., 2014. "The evolution of capital structure and operating performance after leveraged buyouts: Evidence from U.S. corporate tax returns," Journal of Financial Economics, Elsevier, vol. 111(2), pages 469-494.
    70. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    71. Kathleen Fuller & Jeffry Netter & Mike Stegemoller, 2002. "What Do Returns to Acquiring Firms Tell Us? Evidence from Firms That Make Many Acquisitions," Journal of Finance, American Finance Association, vol. 57(4), pages 1763-1793, August.
    72. Victoria Ivashina & Anna Kovner, 2011. "The Private Equity Advantage: Leveraged Buyout Firms and Relationship Banking," Review of Financial Studies, Society for Financial Studies, vol. 24(7), pages 2462-2498.
    73. Korteweg, Arthur & Sorensen, Morten, 2017. "Skill and luck in private equity performance," Journal of Financial Economics, Elsevier, vol. 124(3), pages 535-562.
    74. Caves, Richard E. & Bradburd, Ralph M., 1988. "The empirical determinants of vertical integration," Journal of Economic Behavior & Organization, Elsevier, vol. 9(3), pages 265-279, April.
    75. Harbir Singh & Cynthia A. Montgomery, 1987. "Corporate acquisition strategies and economic performance," Strategic Management Journal, Wiley Blackwell, vol. 8(4), pages 377-386, July.
    76. Lambrecht, Bart M., 2004. "The timing and terms of mergers motivated by economies of scale," Journal of Financial Economics, Elsevier, vol. 72(1), pages 41-62, April.
    77. Nikoskelainen, Erkki & Wright, Mike, 2007. "The impact of corporate governance mechanisms on value increase in leveraged buyouts," Journal of Corporate Finance, Elsevier, vol. 13(4), pages 511-537, September.
    78. Wang, Wenyu, 2018. "Bid anticipation, information revelation, and merger gains," Journal of Financial Economics, Elsevier, vol. 128(2), pages 320-343.
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    More about this item

    Keywords

    Private Equity; Leveraged Buyouts; Buy-and-Build; Operating Performance; Synergies;
    All these keywords.

    JEL classification:

    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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