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Intellectual Capital and Financing Decisions: Evidence from the U.S. Patent Data

Author

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  • Qiao Liu

    (Guanghua School of Management, Peking University, 100871 Beijing, People's Republic of China)

  • Kit Pong Wong

    (School of Economics and Finance, University of Hong Kong, Pokfulam, Hong Kong)

Abstract

This paper develops a real options model to understand two distinct roles played by intellectual capital in corporate financing decisions. Whereas limiting a firm's debt capacity because of its low liquidation value, intellectual capital enhances a firm's debt capacity through its positive impact on earnings. Our model shows that the former dominates or is dominated by the latter, depending on whether the rate of dissipation of intellectual capital upon default is larger or smaller than a critical level, respectively. Using patent-based and research-and-development-based variables as proxies for intellectual capital, we find robust evidence that the relation between intellectual capital and leverage is positive. Specifically, a one-standard-deviation increase in the level of a firm's intellectual capital is associated with an increase of 6.6% to 21.1% in its market leverage. We further find this positive relation to be stronger for biotechnology firms. This paper was accepted by Wei Xiong, finance.

Suggested Citation

  • Qiao Liu & Kit Pong Wong, 2011. "Intellectual Capital and Financing Decisions: Evidence from the U.S. Patent Data," Management Science, INFORMS, vol. 57(10), pages 1861-1878, October.
  • Handle: RePEc:inm:ormnsc:v:57:y:2011:i:10:p:1861-1878
    DOI: 10.1287/mnsc.1110.1380
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    References listed on IDEAS

    as
    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    3. Williamson, Oliver E, 1988. " Corporate Finance and Corporate Governance," Journal of Finance, American Finance Association, vol. 43(3), pages 567-591, July.
    4. MacKie-Mason, Jeffrey K, 1990. "Do Taxes Affect Corporate Financing Decisions?," Journal of Finance, American Finance Association, vol. 45(5), pages 1471-1493, December.
    5. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    6. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    7. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    8. David Easley & Soeren Hvidkjaer & Maureen O'Hara, 2002. "Is Information Risk a Determinant of Asset Returns?," Journal of Finance, American Finance Association, vol. 57(5), pages 2185-2221, October.
    9. Goldstein, Robert & Ju, Nengjiu & Leland, Hayne, 2001. "An EBIT-Based Model of Dynamic Capital Structure," The Journal of Business, University of Chicago Press, vol. 74(4), pages 483-512, October.
    10. 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.
    11. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    12. repec:fth:harver:1473 is not listed on IDEAS
    13. Xinlei Zhao, 2009. "Technological Innovation and Acquisitions," Management Science, INFORMS, vol. 55(7), pages 1170-1183, July.
    14. Leland, Hayne E, 1994. "Corporate Debt Value, Bond Covenants, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 49(4), pages 1213-1252, September.
    15. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    16. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    17. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    18. Jonathan B. Berk & Richard Stanton & Josef Zechner, 2010. "Human Capital, Bankruptcy, and Capital Structure," Journal of Finance, American Finance Association, vol. 65(3), pages 891-926, June.
    19. Pakes, Ariel, 1985. "On Patents, R&D, and the Stock Market Rate of Return," Journal of Political Economy, University of Chicago Press, vol. 93(2), pages 390-409, April.
    20. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    21. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    22. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    23. Michael R. Darby & Qiao Liu & Lynne G. Zucker, 2004. "High Stakes in High Technology: High-Tech Market Values as Options," Economic Inquiry, Western Economic Association International, vol. 42(3), pages 351-369, July.
    24. Easley, David & Kiefer, Nicholas M & O'Hara, Maureen, 1996. "Cream-Skimming or Profit-Sharing? The Curious Role of Purchased Order Flow," Journal of Finance, American Finance Association, vol. 51(3), pages 811-833, July.
    25. Kit Wong, 2010. "On the neutrality of debt in investment intensity," Annals of Finance, Springer, vol. 6(3), pages 335-356, July.
    26. John R. Graham, 2000. "How Big Are the Tax Benefits of Debt?," Journal of Finance, American Finance Association, vol. 55(5), pages 1901-1941, October.
    27. Berger, Philip G. & Ofek, Eli & Swary, Itzhak, 1996. "Investor valuation of the abandonment option," Journal of Financial Economics, Elsevier, vol. 42(2), pages 257-287, October.
    28. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    29. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    30. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    31. Mello, Antonio S & Parsons, John E, 1992. "Measuring the Agency Cost of Debt," Journal of Finance, American Finance Association, vol. 47(5), pages 1887-1904, December.
    32. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    33. Tserlukevich, Yuri, 2008. "Can real options explain financing behavior?," Journal of Financial Economics, Elsevier, vol. 89(2), pages 232-252, August.
    34. Nicholas Bloom & John Van Reenen, 2002. "Patents, Real Options and Firm Performance," Economic Journal, Royal Economic Society, vol. 112(478), pages 97-116, March.
    35. Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
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    Cited by:

    1. Farhad Shahveisi & Farshid Khairollahi & Mohammad Alipour, 2017. "Does ownership structure matter for corporate intellectual capital performance? An empirical test in the Iranian context," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 67-91, April.
    2. Teplova, T. & Sokolova, T. & Teplov, A., 2017. "Intellectual Capital of Russian Companies as a Driver of Reducing the Cost of Debt," Journal of the New Economic Association, New Economic Association, vol. 36(4), pages 107-134.
    3. Florian Ederer & Gustavo Manso, 2013. "Is Pay for Performance Detrimental to Innovation?," Management Science, INFORMS, vol. 59(7), pages 1496-1513, July.
    4. Guangchun Jin & Jian Xu, 2022. "Does Intellectual Capital Affect Financial Leverage of Chinese Agricultural Companies? Exploring the Role of Firm Profitability," Sustainability, MDPI, vol. 14(5), pages 1-14, February.
    5. Jiang, Hongxun & Fan, Shaokun & Zhang, Nan & Zhu, Bin, 2023. "Deep learning for predicting patent application outcome: The fusion of text and network embeddings," Journal of Informetrics, Elsevier, vol. 17(2).
    6. Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
    7. Alimov, Azizjon, 2019. "Intellectual property rights reform and the cost of corporate debt," Journal of International Money and Finance, Elsevier, vol. 91(C), pages 195-211.
    8. Sunghun Chung & Animesh Animesh & Kunsoo Han & Alain Pinsonneault, 2019. "Software Patents and Firm Value: A Real Options Perspective on the Role of Innovation Orientation and Environmental Uncertainty," Information Systems Research, INFORMS, vol. 30(3), pages 1073-1097, September.

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