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Discovering business diversification opportunities using patent information and open innovation cases

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  • Mun, Changbae
  • Kim, Yongmin
  • Yoo, Donghyun
  • Yoon, Sejun
  • Hyun, Heesu
  • Raghavan, Nagarajan
  • Park, Hyunseok

Abstract

This paper proposes a method to identify business diversification opportunities for a company. In particular, the method uses M&A cases related to business diversifications to identify atypical diversification opportunities. The underlying idea of the method is that industrial sectors of companies acquired by acquiring companies having similar characteristics with the focal company can be business diversification directions for the company. Industrial sectors of companies are identified by using IPC(International Patent Classification)-ISIC(International Standard Industrial Classification) concordance, and we updated the previous concordance to reflect the recent technological and business environments. For verification of the method, we used a successful M&A case related to business diversification and tested that the method can identify same industrial sector with the case as top priority. The results show that the method identified the same industrial sector as top ranking and other uncommon industrial sectors as recommended opportunities.

Suggested Citation

  • Mun, Changbae & Kim, Yongmin & Yoo, Donghyun & Yoon, Sejun & Hyun, Heesu & Raghavan, Nagarajan & Park, Hyunseok, 2019. "Discovering business diversification opportunities using patent information and open innovation cases," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 144-154.
    • Handle: RePEc:eee:tefoso:v:139:y:2019:i:c:p:144-154
    DOI: 10.1016/j.techfore.2018.11.006
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    1. Marvin B. Lieberman & Gwendolyn K. Lee & Timothy B. Folta, 2017. "Entry, exit, and the potential for resource redeployment," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 526-544, March.
    2. Lasse B. Lien & Peter G. Klein, 2013. "Can the Survivor Principle Survive Diversification?," Organization Science, INFORMS, vol. 24(5), pages 1478-1494, October.
    3. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    4. Stefan Wagner, 2008. "Business Method Patents In Europe And Their Strategic Use—Evidence From Franking Device Manufacturers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(3), pages 173-194.
    5. Hayes, RM & Lundholm, R, 1996. "Segment reporting to the capital market in the presence of a competitor," Journal of Accounting Research, Wiley Blackwell, vol. 34(2), pages 261-279.
    6. Richard P. Rumelt, 1982. "Diversification strategy and profitability," Strategic Management Journal, Wiley Blackwell, vol. 3(4), pages 359-369, October.
    7. Brian Mccann & Timothy Folta, 2009. "Sunk costs, uncertainly and market exit : a real options perspective," Post-Print hal-02312513, HAL.
    8. Seo, Wonchul & Yoon, Janghyeok & Park, Hyunseok & Coh, Byoung-youl & Lee, Jae-Min & Kwon, Oh-Jin, 2016. "Product opportunity identification based on internal capabilities using text mining and association rule mining," Technological Forecasting and Social Change, Elsevier, vol. 105(C), pages 94-104.
    9. Lybbert, Travis J. & Zolas, Nikolas J., 2014. "Getting patents and economic data to speak to each other: An ‘Algorithmic Links with Probabilities’ approach for joint analyses of patenting and economic activity," Research Policy, Elsevier, vol. 43(3), pages 530-542.
    10. Hornstein, Abigail S. & Nguyen, Zachary, 2014. "Is more less? Propensity to diversify via M&A and market reactions," International Review of Financial Analysis, Elsevier, vol. 34(C), pages 76-88.
    11. Panzar, John C & Willig, Robert D, 1981. "Economies of Scope," American Economic Review, American Economic Association, vol. 71(2), pages 268-272, May.
    12. Yoon, Janghyeok & Park, Hyunseok & Seo, Wonchul & Lee, Jae-Min & Coh, Byoung-youl & Kim, Jonghwa, 2015. "Technology opportunity discovery (TOD) from existing technologies and products: A function-based TOD framework," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 153-167.
    13. Scherer, F. M., 1982. "The office of technology assessment and forecast industry concordance as a means of identifying industry technology origins," World Patent Information, Elsevier, vol. 4(1), pages 12-17.
    14. Jonathan O'Brien & Timothy Folta, 2009. "Sunk costs, uncertainty and market exit: A real options perspective," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(5), pages 807-833, October.
    15. Hyunseok Park & Janghyeok Yoon & Kwangsoo Kim, 2013. "Identification and evaluation of corporations for merger and acquisition strategies using patent information and text mining," Scientometrics, Springer;Akadémiai Kiadó, vol. 97(3), pages 883-909, December.
    16. Teece, David J., 1980. "Economies of scope and the scope of the enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 1(3), pages 223-247, September.
    17. Vasudevan Ramanujam & P. Varadarajan, 1989. "Research on corporate diversification: A synthesis," Strategic Management Journal, Wiley Blackwell, vol. 10(6), pages 523-551, November.
    18. Cynthia A. Montgomery, 1994. "Corporate Diversificaton," Journal of Economic Perspectives, American Economic Association, vol. 8(3), pages 163-178, Summer.
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