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Valuing technological synergies in mergers

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  • Li, Shi
  • Ang, James S.
  • Wu, Chaopeng
  • Yang, Shijie

Abstract

Technological synergy in mergers and acquisitions (M&As) is achieved when there is an increase in value generated by combining the stock of complementary technologies of acquirers and targets, as well as utilizing target’s patents to initiate or defend lawsuits against competitors. Using U.S. patent data, we provide quantitative measures of these two sources of technological synergy. We find that these measures of technological synergy are important considerations of acquiring firms and capital market in valuing target firms’ innovative assets, as the measures are positive determinants of merger premium and total synergy gain. The expected total gains of acquirers’ and targets’ shareholders from technological synergy decrease with the difficulties of post-merger integration as proxied by geographical distance between acquirer and target. Our technological synergy measures are also good predictors of post-merger realized synergy, i.e., increase in patent outputs in the overlapped technology classes and market share.

Suggested Citation

  • Li, Shi & Ang, James S. & Wu, Chaopeng & Yang, Shijie, 2021. "Valuing technological synergies in mergers," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
    • Handle: RePEc:eee:ecofin:v:58:y:2021:i:c:s1062940821000887
    DOI: 10.1016/j.najef.2021.101464
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    as
    1. Lanjouw, Jean O & Schankerman, Mark, 2001. "Characteristics of Patent Litigation: A Window on Competition," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 129-151, Spring.
    2. Slusky, Alexander R & Caves, Richard E, 1991. "Synergy, Agency, and the Determinants of Premia Paid in Mergers," Journal of Industrial Economics, Wiley Blackwell, vol. 39(3), pages 277-296, March.
    3. Bradley, Michael & Desai, Anand & Kim, E. Han, 1988. "Synergistic gains from corporate acquisitions and their division between the stockholders of target and acquiring firms," Journal of Financial Economics, Elsevier, vol. 21(1), pages 3-40, May.
    4. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    5. Gordon M. Phillips & Alexei Zhdanov, 2013. "R&D and the Incentives from Merger and Acquisition Activity," The Review of Financial Studies, Society for Financial Studies, vol. 26(1), pages 34-78.
    6. Cassiman, Bruno & Colombo, Massimo G. & Garrone, Paola & Veugelers, Reinhilde, 2005. "The impact of M&A on the R&D process: An empirical analysis of the role of technological- and market-relatedness," Research Policy, Elsevier, vol. 34(2), pages 195-220, March.
    7. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    8. Kenneth A. Younge & Tony W. Tong & Lee Fleming, 2015. "How anticipated employee mobility affects acquisition likelihood: Evidence from a natural experiment," Strategic Management Journal, Wiley Blackwell, vol. 36(5), pages 686-708, May.
    9. Criscuolo, Paola & Verspagen, Bart, 2008. "Does it matter where patent citations come from? Inventor vs. examiner citations in European patents," Research Policy, Elsevier, vol. 37(10), pages 1892-1908, December.
    10. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    11. Xinlei Zhao, 2009. "Technological Innovation and Acquisitions," Management Science, INFORMS, vol. 55(7), pages 1170-1183, July.
    12. Grimpe, Christoph & Hussinger, Katrin, 2008. "Pre-empting technology competition through firm acquisitions," Economics Letters, Elsevier, vol. 100(2), pages 189-191, August.
    13. Juha‐Pekka Kallunki & Elina Pyykkö & Tomi Laamanen, 2009. "Stock Market Valuation, Profitability and R&D Spending of the Firm: The Effect of Technology Mergers and Acquisitions," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7‐8), pages 838-862, September.
    14. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    15. Barrell,Ray & Mason,Geoff & O'Mahony,Mary (ed.), 2000. "Productivity, Innovation and Economic Performance," Cambridge Books, Cambridge University Press, number 9780521780315.
    16. Jan Bena & Kai Li, 2014. "Corporate Innovations and Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 69(5), pages 1923-1960, October.
    17. Uysal, Vahap B. & Kedia, Simi & Panchapagesan, Venkatesh, 2008. "Geography and acquirer returns," Journal of Financial Intermediation, Elsevier, vol. 17(2), pages 256-275, April.
    18. Jaideep Anand & Harbir Singh, 1997. "Asset Redeployment, Acquisitions And Corporate Strategy In Declining Industries," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 99-118, July.
    19. Moeller, Thomas, 2005. "Let's make a deal! How shareholder control impacts merger payoffs," Journal of Financial Economics, Elsevier, vol. 76(1), pages 167-190, April.
    20. Christoph Grimpe & Katrin Hussinger, 2014. "Resource complementarity and value capture in firm acquisitions: The role of intellectual property rights," Strategic Management Journal, Wiley Blackwell, vol. 35(12), pages 1762-1780, December.
    21. Fluck, Zsuzsanna & Lynch, Anthony W, 1999. "Why Do Firms Merge and Then Divest? A Theory of Financial Synergy," The Journal of Business, University of Chicago Press, vol. 72(3), pages 319-346, July.
    22. Houston, Joel F. & James, Christopher M. & Ryngaert, Michael D., 2001. "Where do merger gains come from? Bank mergers from the perspective of insiders and outsiders," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 285-331, May.
    23. Mowery, David C. & Oxley, Joanne E. & Silverman, Brian S., 1998. "Technological overlap and interfirm cooperation: implications for the resource-based view of the firm," Research Policy, Elsevier, vol. 27(5), pages 507-523, September.
    24. Marianna Makri & Michael A. Hitt & Peter J. Lane, 2010. "Complementary technologies, knowledge relatedness, and invention outcomes in high technology mergers and acquisitions," Strategic Management Journal, Wiley Blackwell, vol. 31(6), pages 602-628, June.
    25. Aghion, Philippe & Howitt, Peter, 2005. "Growth with Quality-Improving Innovations: An Integrated Framework," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 2, pages 67-110, Elsevier.
    26. Gautam Ahuja & Riitta Katila, 2001. "Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 197-220, March.
    27. Giovanni Valentini, 2012. "Measuring the effect of M&A on patenting quantity and quality," Strategic Management Journal, Wiley Blackwell, vol. 33(3), pages 336-346, March.
    28. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    29. Laurence Capron, 1999. "The long‐term performance of horizontal acquisitions," Strategic Management Journal, Wiley Blackwell, vol. 20(11), pages 987-1018, November.
    30. Baker, Jonathan B & Baresnahan, Timothy F, 1985. "The Gains from Merger or Collusion in Product-differentiated Industries," Journal of Industrial Economics, Wiley Blackwell, vol. 33(4), pages 427-444, June.
    31. Lang, Larry H. P. & Stulz, ReneM. & Walkling, Ralph A., 1989. "Managerial performance, Tobin's Q, and the gains from successful tender offers," Journal of Financial Economics, Elsevier, vol. 24(1), pages 137-154, September.
    32. Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
    33. Cloodt, Myriam & Hagedoorn, John & Van Kranenburg, Hans, 2006. "Mergers and acquisitions: Their effect on the innovative performance of companies in high-tech industries," Research Policy, Elsevier, vol. 35(5), pages 642-654, June.
    34. Juha-Pekka Kallunki & Elina Pyykkö & Tomi Laamanen, 2009. "Stock Market Valuation, Profitability and R&D Spending of the Firm: The Effect of Technology Mergers and Acquisitions," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(7-8), pages 838-862.
    35. Alberto Galasso & Timothy S. Simcoe, 2011. "CEO Overconfidence and Innovation," Management Science, INFORMS, vol. 57(8), pages 1469-1484, August.
    36. Higgins, Matthew J. & Rodriguez, Daniel, 2006. "The outsourcing of R&D through acquisitions in the pharmaceutical industry," Journal of Financial Economics, Elsevier, vol. 80(2), pages 351-383, May.
    37. Czarnitzki, Dirk & Hussinger, Katrin & Leten, Bart, 2011. "The market value of blocking patent citations," ZEW Discussion Papers 11-021, ZEW - Leibniz Centre for European Economic Research.
    38. Chondrakis, George, 2016. "Unique synergies in technology acquisitions," Research Policy, Elsevier, vol. 45(9), pages 1873-1889.
    39. Barton, David M & Sherman, Roger, 1984. "The Price and Profit Effects of Horizontal Merger: A Case Study," Journal of Industrial Economics, Wiley Blackwell, vol. 33(2), pages 165-177, December.
    40. Ravenscraft, David J. & Scherer, F. M., 1989. "The profitability of mergers," International Journal of Industrial Organization, Elsevier, vol. 7(1), pages 101-116, March.
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    More about this item

    Keywords

    Mergers and acquisitions; Technological synergy; Merger premium; Synergy gain; Innovation;
    All these keywords.

    JEL classification:

    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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