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Influence of Venture Capital and Knowledge Transfer on Innovation Performance in the Big Data Environment

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  • Chuanrong Wu

    (School of Economy and Management, Changsha University of Science & Technology, Changsha 410114, China)

  • Xiaoming Yang

    (College of Business Administration, University of Nebraska at Omaha, Omaha, NE 68182, USA)

  • Veronika Lee

    (School of Economy and Management, Changsha University of Science & Technology, Changsha 410114, China)

  • Mark E. McMurtrey

    (College of Business, University of Central Arkansas, Conway, AR 72035, USA)

Abstract

Technological innovation requires large investments. Venture capital (VC) is a prominent financial source for innovative start-ups. A venture capitalist will inevitably transfer knowledge to facilitate the innovation of a firm while monitoring and advising its portfolio companies. Only when a firm has its own valuable new knowledge and high growth potential would venture capitalists select it. At the same time, big data knowledge, such as customer demands and user preferences, is also important for the new product development of a firm in the big data environment. Therefore, private knowledge transferred from venture capitalists, new knowledge developed independently by a firm itself, and big data knowledge are the three main types of knowledge for venture-backed firms in the big data environment. To find the influences of VC and knowledge transfer on the innovative performance of venture-backed firms, a model of maximizing the present value of the expected profit of new product innovation performance of a venture-backed firm in the big data environment is presented. The model can help venture capitalists to determine the scale of investment and the optimal exit time and predict the internal rate of return (IRR). This model can also help innovative start-ups to illustrate the value and prospects of a project to attract investment in their business prospectus.

Suggested Citation

  • Chuanrong Wu & Xiaoming Yang & Veronika Lee & Mark E. McMurtrey, 2019. "Influence of Venture Capital and Knowledge Transfer on Innovation Performance in the Big Data Environment," JRFM, MDPI, vol. 12(4), pages 1-13, December.
    • Handle: RePEc:gam:jjrfmx:v:12:y:2019:i:4:p:188-:d:297271
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    1. 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.
    2. Farzin, Y. H. & Huisman, K. J. M. & Kort, P. M., 1998. "Optimal timing of technology adoption," Journal of Economic Dynamics and Control, Elsevier, vol. 22(5), pages 779-799, May.
    3. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    4. Rosenbusch, Nina & Brinckmann, Jan & Müller, Verena, 2013. "Does acquiring venture capital pay off for the funded firms? A meta-analysis on the relationship between venture capital investment and funded firm financial performance," Journal of Business Venturing, Elsevier, vol. 28(3), pages 335-353.
    5. Gorman, Michael & Sahlman, William A., 1989. "What do venture capitalists do?," Journal of Business Venturing, Elsevier, vol. 4(4), pages 231-248, July.
    6. Helmers, Christian & Patnam, Manasa & Rau, P. Raghavendra, 2017. "Do board interlocks increase innovation? Evidence from a corporate governance reform in India," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 51-70.
    7. Bottazzi, Laura & Da Rin, Marco & Hellmann, Thomas, 2009. "What is the role of legal systems in financial intermediation? Theory and evidence," Journal of Financial Intermediation, Elsevier, vol. 18(4), pages 559-598, October.
    8. Marco Da Rin & María Fabiana Penas, 2017. "Venture capital and innovation strategies," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(5), pages 781-800.
    9. Bottazzi, Laura & Da Rin, Marco & Hellmann, Thomas, 2008. "Who are the active investors?: Evidence from venture capital," Journal of Financial Economics, Elsevier, vol. 89(3), pages 488-512, September.
    10. Doraszelski, Ulrich, 2004. "Innovations, improvements, and the optimal adoption of new technologies," Journal of Economic Dynamics and Control, Elsevier, vol. 28(7), pages 1461-1480, April.
    11. Jain, Bharat A., 2001. "Predictors of performance of venture capitalist-backed organizations," Journal of Business Research, Elsevier, vol. 52(3), pages 223-233, June.
    12. Dessi, Roberta & Yin, Nina, 2015. "Venture Capital and Knowledge Transfer," TSE Working Papers 15-555, Toulouse School of Economics (TSE).
    13. Engelen, Andreas & Kube, Harald & Schmidt, Susanne & Flatten, Tessa Christina, 2014. "Entrepreneurial orientation in turbulent environments: The moderating role of absorptive capacity," Research Policy, Elsevier, vol. 43(8), pages 1353-1369.
    14. Wadhwa, Anu & Phelps, Corey & Kotha, Suresh, 2016. "Corporate venture capital portfolios and firm innovation," Journal of Business Venturing, Elsevier, vol. 31(1), pages 95-112.
    15. Masayuki Hirukawa & Masako Ueda, 2011. "Venture Capital And Innovation: Which Is First?," Pacific Economic Review, Wiley Blackwell, vol. 16(4), pages 421-465, October.
    16. Popov, Alexander & Roosenboom, Peter, 2009. "Does private equity investment spur innovation? Evidence from Europe," Working Paper Series 1063, European Central Bank.
    17. Bruno Cassiman & Reinhilde Veugelers, 2006. "In Search of Complementarity in Innovation Strategy: Internal R& D and External Knowledge Acquisition," Management Science, INFORMS, vol. 52(1), pages 68-82, January.
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    1. Joanna Błach & Monika Wieczorek-Kosmala & Joanna Trzęsiok, 2020. "Innovation in SMEs and Financing Mix," JRFM, MDPI, vol. 13(9), pages 1-19, September.

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