IDEAS home Printed from https://ideas.repec.org/p/gla/glaewp/2021_10.html
   My bibliography  Save this paper

Management Practices and Takeover Decisions

Author

Listed:
  • Manthos D. Delis
  • Pantelis Kazakis
  • Constantin Zopounidis

Abstract

Firms with good management practices optimize and synthesize human resources, leadership, and technical and conceptual skills to enhance firm value. In this paper, we examine the role of management practices in merger and acquisition (M&A) decisions. M&A decisions are among the most important corporate decisions, on which firms spend a lot of resources and managerial qualities. We estimate management practices as a latent variable using a structural equation production model and Bayesian techniques. The key advantage of the Bayesian approach is the use of informative priors from survey-based management estimation methods, which are however available for a limited number of firms. Subsequently, we examine the effect of management practices on takeover events. We first show that management practices, on average, increase the probability of M&A deals. However, we also uncover a nonlinear U-shaped effect, which is consistent with the theoretical premise that poor management leads to many value-decreasing M&A deals, whereas good management leads to many value-increasing M&A deals.

Suggested Citation

  • Manthos D. Delis & Pantelis Kazakis & Constantin Zopounidis, 2021. "Management Practices and Takeover Decisions," Working Papers 2021_10, Business School - Economics, University of Glasgow.
  • Handle: RePEc:gla:glaewp:2021_10
    as

    Download full text from publisher

    File URL: https://www.gla.ac.uk/media/Media_797967_smxx.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cameron,A. Colin & Trivedi,Pravin K., 2013. "Regression Analysis of Count Data," Cambridge Books, Cambridge University Press, number 9781107667273.
    2. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    3. Qin, X.S. & Huang, G.H. & Zeng, G.M. & Chakma, A. & Huang, Y.F., 2007. "An interval-parameter fuzzy nonlinear optimization model for stream water quality management under uncertainty," European Journal of Operational Research, Elsevier, vol. 180(3), pages 1331-1357, August.
    4. Danny Miller, 1991. "Stale in the Saddle: CEO Tenure and the Match Between Organization and Environment," Management Science, INFORMS, vol. 37(1), pages 34-52, January.
    5. Godsill, Simon J. & Doucet, Arnaud & West, Mike, 2004. "Monte Carlo Smoothing for Nonlinear Time Series," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 156-168, January.
    6. Samuel B. Bonsall IV & Eric R. Holzman & Brian P. Miller, 2017. "Managerial Ability and Credit Risk Assessment," Management Science, INFORMS, vol. 63(5), pages 1425-1449, May.
    7. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    8. Thomas C. Powell, 1995. "Total quality management as competitive advantage: A review and empirical study," Strategic Management Journal, Wiley Blackwell, vol. 16(1), pages 15-37.
    9. Woo-Jin Chang & Rachel M. Hayes & Stephen A. Hillegeist, 2016. "Financial Distress Risk and New CEO Compensation," Management Science, INFORMS, vol. 62(2), pages 479-501, February.
    10. Van Reenen, John & Bloom, Nicholas & Sadun, Raffaella, 2016. "Management as a Technology," CEPR Discussion Papers 11312, C.E.P.R. Discussion Papers.
    11. Sueyoshi, Toshiyuki, 1994. "Stochastic frontier production analysis: Measuring performance of public telecommunications in 24 OECD countries," European Journal of Operational Research, Elsevier, vol. 74(3), pages 466-478, May.
    12. Delis, Manthos D. & Iosifidi, Maria & Tsionas, Mike, 2020. "Management estimation in banking," European Journal of Operational Research, Elsevier, vol. 284(1), pages 355-372.
    13. Kevin B. Hendricks & Vinod R. Singhal, 2001. "The Long-Run Stock Price Performance of Firms with Effective TQM Programs," Management Science, INFORMS, vol. 47(3), pages 359-368, March.
    14. Prybutok, Victor R. & Ramasesh, Ranga, 2005. "An action-research based instrument for monitoring continuous quality improvement," European Journal of Operational Research, Elsevier, vol. 166(2), pages 293-309, October.
    15. Prajogo, Daniel I. & Sohal, Amrik S., 2006. "The relationship between organization strategy, total quality management (TQM), and organization performance--the mediating role of TQM," European Journal of Operational Research, Elsevier, vol. 168(1), pages 35-50, January.
    16. Christophe Andrieu & Arnaud Doucet & Roman Holenstein, 2010. "Particle Markov chain Monte Carlo methods," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 72(3), pages 269-342, June.
    17. Allison Koester & Terry Shevlin & Daniel Wangerin, 2017. "The Role of Managerial Ability in Corporate Tax Avoidance," Management Science, INFORMS, vol. 63(10), pages 3285-3310, October.
    18. Creal, Drew D. & Tsay, Ruey S., 2015. "High dimensional dynamic stochastic copula models," Journal of Econometrics, Elsevier, vol. 189(2), pages 335-345.
    19. Andreas Soteriou & Stavros A. Zenios, 1999. "Operations, Quality, and Profitability in the Provision of Banking Services," Management Science, INFORMS, vol. 45(9), pages 1221-1238, September.
    20. Drew Creal, 2012. "A Survey of Sequential Monte Carlo Methods for Economics and Finance," Econometric Reviews, Taylor & Francis Journals, vol. 31(3), pages 245-296.
    21. Delis, Manthos D. & Tsionas, Mike G., 2018. "Measuring management practices," International Journal of Production Economics, Elsevier, vol. 199(C), pages 65-77.
    22. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    23. Ackerberg, Daniel & Caves, Kevin & Frazer, Garth, 2006. "Structural identification of production functions," MPRA Paper 38349, University Library of Munich, Germany.
    24. Chu, Ching-Wu & Zhang, Guoqiang Peter, 2003. "A comparative study of linear and nonlinear models for aggregate retail sales forecasting," International Journal of Production Economics, Elsevier, vol. 86(3), pages 217-231, December.
    25. Arocena, Pablo & Saal, David S. & Urakami, Takuya & Zschille, Michael, 2020. "Measuring and decomposing productivity change in the presence of mergers," European Journal of Operational Research, Elsevier, vol. 282(1), pages 319-333.
    26. Antonio Falato & Dan Li & Todd Milbourn, 2015. "Which Skills Matter in the Market for CEOs? Evidence from Pay for CEO Credentials," Management Science, INFORMS, vol. 61(12), pages 2845-2869, December.
    27. Tari, Juan Jose & Molina, Jose Francisco & Castejon, Juan Luis, 2007. "The relationship between quality management practices and their effects on quality outcomes," European Journal of Operational Research, Elsevier, vol. 183(2), pages 483-501, December.
    28. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    29. Custódio, Cláudia & Ferreira, Miguel A. & Matos, Pedro, 2013. "Generalists versus specialists: Lifetime work experience and chief executive officer pay," Journal of Financial Economics, Elsevier, vol. 108(2), pages 471-492.
    30. Miriam Bruhn & Dean Karlan & Antoinette Schoar, 2010. "What Capital Is Missing in Developing Countries?," American Economic Review, American Economic Association, vol. 100(2), pages 629-633, May.
    31. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Bank performance, efficiency and ownership in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(1), pages 31-53, January.
    32. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    33. Gantchev, Nickolay & Sevilir, Merih & Shivdasani, Anil, 2020. "Activism and empire building," Journal of Financial Economics, Elsevier, vol. 138(2), pages 526-548.
    34. Kevin B. Hendricks & Vinod R. Singhal, 1997. "Does Implementing an Effective TQM Program Actually Improve Operating Performance? Empirical Evidence from Firms That Have Won Quality Awards," Management Science, INFORMS, vol. 43(9), pages 1258-1274, September.
    35. Desheng Wu & Zhaoxin Zhou & John Birge, 2011. "Estimation of potential gains from mergers in multiple periods: a comparison of stochastic frontier analysis and Data Envelopment Analysis," Annals of Operations Research, Springer, vol. 186(1), pages 357-381, June.
    36. 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.
    37. Badinelli, Ralph D., 1996. "Approximating probability density functions and their convolutions using orthogonal polynomials," European Journal of Operational Research, Elsevier, vol. 95(1), pages 211-230, November.
    38. Delis, Manthos D. & Iosifidi, Maria & Kazakis, Pantelis & Ongena, Steven & Tsionas, Mike G., 2022. "Management practices and M&A success," Journal of Banking & Finance, Elsevier, vol. 134(C).
    39. Golubov, Andrey & Yawson, Alfred & Zhang, Huizhong, 2015. "Extraordinary acquirers," Journal of Financial Economics, Elsevier, vol. 116(2), pages 314-330.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Delis, Manthos D. & Kazakis, Pantelis & Zopounidis, Constantin, 2023. "Management and takeover decisions," European Journal of Operational Research, Elsevier, vol. 304(3), pages 1256-1268.
    2. Delis, Manthos D. & Iosifidi, Maria & Kazakis, Pantelis & Ongena, Steven & Tsionas, Mike G., 2022. "Management practices and M&A success," Journal of Banking & Finance, Elsevier, vol. 134(C).
    3. Delis, Manthos D. & Iosifidi, Maria & Tsionas, Mike, 2020. "Management estimation in banking," European Journal of Operational Research, Elsevier, vol. 284(1), pages 355-372.
    4. Delis, Manthos D & Iosifidi, Maria & Kazakis, Pantelis, 2017. "Management as the sine qua non for M&A success," MPRA Paper 81283, University Library of Munich, Germany.
    5. Inder K. Khurana & Hoyoun Kyung, 2021. "Internal control material weakness and CEO recruitment," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1940-1987, October.
    6. Delis, Manthos D. & Tsionas, Mike G., 2018. "Measuring management practices," International Journal of Production Economics, Elsevier, vol. 199(C), pages 65-77.
    7. Tari, Juan Jose & Molina, Jose Francisco & Castejon, Juan Luis, 2007. "The relationship between quality management practices and their effects on quality outcomes," European Journal of Operational Research, Elsevier, vol. 183(2), pages 483-501, December.
    8. Canan C. Mutlu & Sunay Mutlu & Steve Sauerwald, 2021. "CEO outside directorships and managerial efficiency: The role of host board capital," Corporate Governance: An International Review, Wiley Blackwell, vol. 29(1), pages 45-66, January.
    9. Ioannis Bournakis & Mike Tsionas, 2024. "A Non‐parametric Estimation of Productivity with Idiosyncratic and Aggregate Shocks: The Role of Research and Development (R&D) and Corporate Tax," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(3), pages 641-671, June.
    10. Luis Garicano & Claire Lelarge & John Van Reenen, 2016. "Firm Size Distortions and the Productivity Distribution: Evidence from France," American Economic Review, American Economic Association, vol. 106(11), pages 3439-3479, November.
    11. Kilian Huber & Volker Lindenthal & Fabian Waldinger, 2021. "Discrimination, Managers, and Firm Performance: Evidence from “Aryanizations” in Nazi Germany," Journal of Political Economy, University of Chicago Press, vol. 129(9), pages 2455-2503.
    12. Andreou, Panayiotis C. & Karasamani, Isabella & Louca, Christodoulos & Ehrlich, Daphna, 2017. "The impact of managerial ability on crisis-period corporate investment," Journal of Business Research, Elsevier, vol. 79(C), pages 107-122.
    13. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    14. Meghana Ayyagari & Asli Demirguc-Kunt & Vojislav Maksimovic, 2017. "What Determines Entrepreneurial Outcomes in Emerging Markets? The Role of Initial Conditions," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2478-2522.
    15. Maria Rosaria Carillo & Vincenzo Lombardo & Alberto Zazzaro, 2019. "The rise and fall of family firms in the process of development," Journal of Economic Growth, Springer, vol. 24(1), pages 43-78, March.
    16. Alexandre, Fernando & Cruz, Sara & Portela, Miguel, 2020. "Financial Distress and the Role of Management in Micro and Small-Sized Firms," IZA Discussion Papers 13738, Institute of Labor Economics (IZA).
    17. Tsionas, Mike G., 2020. "On a model of environmental performance and technology gaps," European Journal of Operational Research, Elsevier, vol. 285(3), pages 1141-1152.
    18. Mike G. Tsionas & Nicholas Apergis, 2023. "Another look at contagion across United States and European financial markets: Evidence from the credit default swaps markets," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 1137-1155, January.
    19. Emmanuel C. Mamatzakis & Steven Ongena & Mike G. Tsionas, 2023. "The response of household debt to COVID-19 using a neural networks VAR in OECD," Empirical Economics, Springer, vol. 65(1), pages 65-91, July.
    20. Andy Feng & Anna Valero, 2020. "Skill-Biased Management: Evidence from Manufacturing Firms," The Economic Journal, Royal Economic Society, vol. 130(628), pages 1057-1080.

    More about this item

    Keywords

    OR in corporate finance; Management practices; Bayesian methods; Mergers and acquisitions; Nonlinear models;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gla:glaewp:2021_10. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Business School Research Team (email available below). General contact details of provider: https://edirc.repec.org/data/dpglauk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.