Abstract
In the market for corporate control, the ownership and control of firms is traded. Mergers and acquisitions are major events for firms affecting the continuity and performance of firms and industries. This paper studies the determinants of takeovers in the Netherlands over a long period, 1961–2008. We conclude that until the mid-1980s targets had low leverage and high cash holdings. After this period, shareholder wealth maximization became a dominant goal, and we find that smaller and more profitable firms become targets for takeovers. In the most recent period takeover defences shield firms from takeover, while this effect is not found in the early period until the mid-1980s. We demonstrate shareholder rights have become important in determining takeover probabilities. The results illustrate the efficacy of rules and regulations and how they can effect the market for corporate control in the Netherlands.
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Notes
Horizontal mergers, are mergers or consolidations that occur between firms that operate within the same industry and have similar operational characteristics.
All relevant and continuous variables are winsorized at the 5% level (i.e. 2.5% on either end of the distribution).
In robustness tests we also include decade fixed effects to capture macroeconomic fluctuations not captured by our M&A market sentiment variable. We find that all our results are robust.
While perhaps uncommon in economics, we report the decomposition of the explained variance of each of our estimations (e.g. Colvin et al. 2015). This procedure allows us to to explore how much power each category of variables have in explaining corporate failures. Combined with our sub-period analysis, this allows us to demonstrate the variability of takeover determinants.
The economic effects can be interpreted as follows. The average firm in our sample as a cash position of 4.67% (of total assets), doubling this cash position (keeping everything else equal), would increase the cash position by 4.67%. A one unit increase in would increase takeover probabilities by 730 basis points. Consequently a 4.67% increase results in a 34 basis point increase in takeover probabilities.
The intuition here is, that takeover defenses only add little value in contributing to the overall explanatory power of our model in the first period.
We compare coefficients between the different models using a Wald test.
We test additional cut-off points for the presence of a blockholder and find no different effects. As such, we focus on the presence of a blockholder with controlling interest. We thank an anonymous referee for this suggestion.
References
Adams, R., & Ferreira, D. (2008). One share-one vote: The empirical evidence. Review of Finance,12(1), 51–91.
Altman, E. I. (1968). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance,23(4), 589–609.
Ambrose, B. W., & Megginson, W. L. (1992). The role of asset structure, ownership structure, and takeover defences in determining acquisition likelihood. Journal of Financial and Quantitative Analysis,27(4), 575–589.
Barnes, P. (1998). Can takeover targets be identified by statistical techniques?: Some UK evidence. Journal of the Royal Statistical Society: Series D (The Statistician),47, 573–591.
Billett, M. T., King, T. H. D., & Mauer, D. C. (2004). Bondholder wealth effects in mergers and acquisitions: New evidence from the 1980s and 1990s. The Journal of Finance,59(1), 107–135.
Bouwens, B., & Dankers, J. (2012). Tussen concurrentie en concentratie. Belangenorganisaties, kartels, fusies en overnames. Amsterdam: Boom.
Brar, G., Giamouridis, D., & Liodakis, M. (2009). Predicting European takeover targets. European Financial Management,15(2), 430–450.
Colvin, C., De Jong, A., & Fliers, P. T. (2015). Predicting the past: Understanding the causes of bank distress in the Netherlands in the 1920s. Explorations in Economic History,55, 97–121.
Corhay, A., & Tourani Rad, A. (2000). International acquisitions and shareholder wealth. Evidence from the Netherlands. International Review of Financial Analysis,9(2), 163–174.
Cremers, K. M., Nair, V. B., & John, K. (2009). Takeovers and the cross-section of returns. Review of Financial Studies,22(4), 1409–1445.
Cudd, M., & Duggal, R. (2000). Industry distributional characteristics of financial ratios: An acquisition theory application. Financial Review,35(1), 105–120.
Damodaran, A. (2005). The value of synergy. Stern school of Business (pp 132–146).
Danbolt, J., Siganos, A., & Tunyi, A. (2016). Abnormal returns from takeover prediction modelling: Challenges and suggested investment strategies. Journal of Business Finance & Accounting,43, 66–97.
De Jong, A., DeJong, D., Mertens, G., & Wasley, C. (2005). The role of self-regulation in corporate governance. Journal of Corporate Finance,11, 473–503.
De Jong, A., Röell, A., & Westerhuis, G. (2010). Changing national business systems: Corporate governance and financing in the Netherlands, 1945–2005. Business History Review,84(4), 773–798.
De Jong, A., Van der Poel, M., & Wolfswinkel, M. (2007). Corporate governance and acquisitions: Acquirer wealth effects in the Netherlands. In G. Gregoriou & L. Renneboog (Eds.), Corporate governance and regulatory impact on mergers and acquisitions: Research and analysis on activity worldwide since 1990 (pp. 131–161). Amsterdam: Elsevier.
Eisenbeis, R. A. (1975). Differences in federal regulatory agencies' bank merger policies. Journal of Money, Credit and Banking, 7(1), 93–104.
Gaganis, C., Ouzounis, G., & Zopounidis, C. (2009). Prediction of acquisitions and portfolio returns. International Journal of Banking, Accounting and Finance,1(4), 381–406.
Hasbrouck, J. (1985). The characteristics of takeover targets Q and other measures. Journal of Banking & Finance,9(3), 351–362.
Jensen, M. C. (1986). Agency costs of free cash flow, corporate finance, and takeovers. The American Economic Review,76(2), 323–329.
Jensen, M. C., & Ruback, R. S. (1983). The market for corporate control: The scientific evidence. Journal of Financial Economics,11(1–4), 5–50.
Jucunda, M. E. (2014). Characterizing and predicting takeover targets: A review. Research Journal of Management Sciences,3(2), 19–23.
Kabir, M. R., Cantrijn, D., & Jeunink, A. (1997). Takeover defences, ownership structure and stock return in the Netherlands: An empirical analysis. Strategic Management Journal,18(2), 97–109.
Manne, H. G. (1965). Mergers and the market for corporate control. Journal of Political Economy,73(2), 110–120.
Martynova, M., & Renneboog, L. (2008). A century of corporate takeovers: What have we learned and where do we stand? Journal of Banking & Finance,32(10), 2148–2177.
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: A correction. The American Economic Review,53(3), 433–443.
Moeller, S. B., Schlingemann, F. P., & Stulz, R. M. (2005). Wealth destruction on a massive scale? A study of acquiring-firm returns in the recent merger wave. The Journal of Finance,60(2), 757–782.
Palepu, K. G. (1986). Predicting takeover targets: A methodological and empirical analysis. Journal of Accounting and Economics,8(1), 3–35.
Powell, R. G. (1997). Modelling takeover likelihood. Journal of Business Finance & Accounting,24(8), 1009–1030.
Powell, R. G., & Yawson, A. (2005). Industry aspects of takeovers and divestitures: Evidence from the UK. Journal of Banking & Finance,29(12), 3015–3040.
Rege, U. P. (1984). Accounting ratios to locate take-over targets. Journal of Business Finance & Accounting,11(3), 301–311.
Rhodes-Kropf, M., & Viswanathan, S. (2004). Market valuation and merger waves. The Journal of Finance,59(6), 2685–2718.
Rossi, S., & Volpin, P. F. (2004). Cross-country determinants of mergers and acquisitions. Journal of Financial Economics,74(2), 277–304.
Shafer, M. (2012). The option-to-stock volume ratio and acquisition targets. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2060339.
Shastri, K. (1990). The differential effects of mergers on corporate security values. Research in Finance,8, 179–201.
Shleifer, A., & Vishny, R. W. (2003). Stock market driven acquisitions. Journal of Financial Economics,70(3), 295–311.
Simkowitz, M., & Monroe, R. J. (1971). A discriminant analysis function for conglomerate targets. Southern Journal of Business,6(1), 1–15.
Sluyterman, K. E. (2005). Dutch enterprise in the 20th century: Business strategies in a small open country. Abingdon: Routledge.
Taylor, A. M. (2012). The great leveraging. NBER Working Paper. No. 18290.
Van Frederikslust, R. A. I., Van der Wal, V., & Westdijk, H. (2000). Effecten van fusies and acquisities op aandelenrendementen: Theorie en Empirie. Maandblad voor Accountancy and Bedrijfseconomie,74, 264–282.
Van Zanden, J. L. (1997). Een klein land in de 20e eeuw. Utrecht: Het Spectrum.
Voogd, R. P. (1989). Statutaire beschermingsmiddelen bij beursvennootschappen. Doctoral dissertation: Nijmegen.
Walter, R. M. (1994). The usefulness of current cost information for identifying takeover targets and earning above-average stock returns. Journal of Accounting, Auditing & Finance,9(2), 349–377.
Westerhuis, G., & De Jong, A. (2015). Over geld en macht. Financiering en corporate governance van het Nederlandse bedrijfsleven. Amsterdam: Boom.
Acknowledgements
The data for this project were collected as part of the NWO project ‘The corporate governance of Dutch business in the 20th century—structural change and performance’ (NWO 360-52-080). We thank Chris Colvin, Marno Verbeek and an anonymous reviewer for providing comments and Mike Gruenwald, Teus Jan van Ekeren and Renate van der Meer for research assistance.
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De Jong, A., Fliers, P.T. Predicting Takeover Targets: Long-Run Evidence from the Netherlands. De Economist 168, 343–368 (2020). https://doi.org/10.1007/s10645-020-09364-z
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DOI: https://doi.org/10.1007/s10645-020-09364-z