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Private Equity Transactions: Value Creation through Operational Engineering – Evidence from Europe

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  • Heinrich, Victor

Abstract

This paper investigates private equity value creation strategies through operational engineering. To examine this, I define a KPI framework typically favored by private equity firms. I apply propensity score matching to a dataset of European PE transactions compared to non-PE backed companies to study value creation. By applying a Difference and Difference regression setting and thereby controlling for two-way fixed effects, I can find strong evidence on PE value creation through operational engineering. This paper adds new insights to academia as (a) there are only few contributions using propensity score matching to examine PE value creation and (b) this paper is the first, to the best of my knowledge, to combine the approach of propensity score matching and Difference in Difference regressions, yielding highly significant results on the relevance of EBITDA margin improvement.

Suggested Citation

  • Heinrich, Victor, 2023. "Private Equity Transactions: Value Creation through Operational Engineering – Evidence from Europe," Junior Management Science (JUMS), Junior Management Science e. V., vol. 8(3), pages 634-657.
  • Handle: RePEc:zbw:jumsac:295049
    DOI: 10.5282/jums/v8i3pp634-657
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    References listed on IDEAS

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    1. Achleitner, Ann-Kristin & Braun, Reiner & Engel, Nico, 2011. "Value creation and pricing in buyouts: Empirical evidence from Europe and North America," Review of Financial Economics, Elsevier, vol. 20(4), pages 146-161.
    2. 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.
    3. Jonathan B Cohn & Edith S Hotchkiss & Erin M Towery, 2022. "Sources of Value Creation in Private Equity Buyouts of Private Firms [Corporate governance and value creation: Evidence from private equity]," Review of Finance, European Finance Association, vol. 26(2), pages 257-285.
    4. 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.
    5. 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.
    6. Ulf Axelson & Tim Jenkinson & Per Stromberg, 2008. "Leverage and Pricing in Buyouts: An Empirical Analysis," Economics Series Working Papers 2008fe20, University of Oxford, Department of Economics.
    7. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    8. 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.
    9. 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.
    10. Lu, Xun & White, Halbert, 2014. "Robustness checks and robustness tests in applied economics," Journal of Econometrics, Elsevier, vol. 178(P1), pages 194-206.
    11. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    12. Sofia Johan & Minjie Zhang, 2021. "Information Asymmetries in Private Equity: Reporting Frequency, Endowments, and Governance," Journal of Business Ethics, Springer, vol. 174(1), pages 199-220, November.
    13. Kaplan, Steven, 1989. "The effects of management buyouts on operating performance and value," Journal of Financial Economics, Elsevier, vol. 24(2), pages 217-254.
    14. Ferman, Bruno, 2021. "Matching estimators with few treated and many control observations," Journal of Econometrics, Elsevier, vol. 225(2), pages 295-307.
    15. Ann‐Kristin Achleitner & Reiner Braun & Nico Engel, 2011. "Value creation and pricing in buyouts: Empirical evidence from Europe and North America," Review of Financial Economics, John Wiley & Sons, vol. 20(4), pages 146-161, November.
    16. Ron Johnston & Kelvyn Jones & David Manley, 2018. "Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1957-1976, July.
    17. Viral V. Acharya & Julian Franks & Henri Servaes, 2007. "Private Equity: Boom and Bust?," Journal of Applied Corporate Finance, Morgan Stanley, vol. 19(4), pages 44-53, September.
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