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The cost of innovation: R&D and high cash holdings in U.S. firms

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  • He, Zhaozhao
  • Wintoki, M. Babajide

Abstract

We show that R&D investment explains a significant portion of the increase in the average cash-to-assets ratio of U.S. firms, which more than doubled between 1980 and 2012. In 1980, an average firm held $0.04 in cash for $1.00 of R&D spending, but this had increased to $0.60 by 2012. The increasing sensitivity of cash holdings to R&D investment and the increase in R&D spending of the typical firm explain over 20% of the increase in aggregate cash holdings. Intensified domestic and global competition appears to be an important explanation for the increased propensity of R&D-intensive firms to hoard cash.

Suggested Citation

  • He, Zhaozhao & Wintoki, M. Babajide, 2016. "The cost of innovation: R&D and high cash holdings in U.S. firms," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 280-303.
  • Handle: RePEc:eee:corfin:v:41:y:2016:i:c:p:280-303
    DOI: 10.1016/j.jcorpfin.2016.10.006
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    as
    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Diego A. Comin & Thomas Philippon, 2006. "The Rise in Firm-Level Volatility: Causes and Consequences," NBER Chapters, in: NBER Macroeconomics Annual 2005, Volume 20, pages 167-228, National Bureau of Economic Research, Inc.
    3. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    4. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 309-340.
    5. 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.
    6. repec:oup:rfinst:v:25:y::i:12:p:3572-3609 is not listed on IDEAS
    7. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    8. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    9. Gerard Hoberg & Gordon Phillips, 2010. "Real and Financial Industry Booms and Busts," Journal of Finance, American Finance Association, vol. 65(1), pages 45-86, February.
    10. Viral Acharya & Sergei A. Davydenko & Ilya A. Strebulaev, 2012. "Cash Holdings and Credit Risk," Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3572-3609.
    11. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    12. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    13. Bernard, Andrew B. & Jensen, J. Bradford & Schott, Peter K., 2006. "Trade costs, firms and productivity," Journal of Monetary Economics, Elsevier, vol. 53(5), pages 917-937, July.
    14. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    15. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    16. Comin, Diego & Mulani, Sunil, 2009. "A theory of growth and volatility at the aggregate and firm level," Journal of Monetary Economics, Elsevier, vol. 56(8), pages 1023-1042, November.
    17. Vikas A. Aggarwal & David H. Hsu, 2014. "Entrepreneurial Exits and Innovation," Management Science, INFORMS, vol. 60(4), pages 867-887, April.
    18. Antonio Falato & Dalida Kadyrzhanova & Jae W. Sim, 2013. "Rising intangible capital, shrinking debt capacity, and the US corporate savings glut," Finance and Economics Discussion Series 2013-67, Board of Governors of the Federal Reserve System (U.S.).
    19. Laurent Frésard & Philip Valta, 2016. "How Does Corporate Investment Respond to Increased Entry Threat?," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 5(1), pages 1-35.
    20. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    21. Almeida, Heitor & Campello, Murillo, 2010. "Financing Frictions and the Substitution between Internal and External Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 589-622, June.
    22. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    23. Petro Lisowsky & Leslie Robinson & Andrew Schmidt, 2013. "Do Publicly Disclosed Tax Reserves Tell Us About Privately Disclosed Tax Shelter Activity?," Journal of Accounting Research, Wiley Blackwell, vol. 51(3), pages 583-629, June.
    24. Paul J. Irvine & Jeffrey Pontiff, 2009. "Idiosyncratic Return Volatility, Cash Flows, and Product Market Competition," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1149-1177.
    25. Hyunbae Chun & Jung-Wook Kim & Jason Lee & Randall Morck, 2004. "Patterns of Comovement: The Role of Information Technology in the U.S. Economy," NBER Working Papers 10937, National Bureau of Economic Research, Inc.
    26. Hirschey, Mark & Skiba, Hilla & Wintoki, M. Babajide, 2012. "The size, concentration and evolution of corporate R&D spending in U.S. firms from 1976 to 2010: Evidence and implications," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 496-518.
    27. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    28. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    29. Heitor Almeida & Murillo Campello & Michael S. Weisbach, 2004. "The Cash Flow Sensitivity of Cash," Journal of Finance, American Finance Association, vol. 59(4), pages 1777-1804, August.
    30. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    31. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    32. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    33. Erwan Morellec & Boris Nikolov & Francesca Zucchi, 2013. "Competition, Cash Holdings, and Financing Decisions," Swiss Finance Institute Research Paper Series 13-72, Swiss Finance Institute.
    34. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    35. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    36. David McLean, R., 2011. "Share issuance and cash savings," Journal of Financial Economics, Elsevier, vol. 99(3), pages 693-715, March.
    37. Paul J. Irvine & Jeffrey Pontiff, 2009. "Idiosyncratic Return Volatility, Cash Flows, and Product Market Competition," Review of Financial Studies, Society for Financial Studies, vol. 22(3), pages 1149-1177, March.
    38. Giroud, Xavier & Mueller, Holger M., 2010. "Does corporate governance matter in competitive industries?," Journal of Financial Economics, Elsevier, vol. 95(3), pages 312-331, March.
    39. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    40. Gerard Hoberg & Gordon Phillips & Nagpurnanand Prabhala, 2014. "Product Market Threats, Payouts, and Financial Flexibility," Journal of Finance, American Finance Association, vol. 69(1), pages 293-324, February.
    41. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    42. Haushalter, David & Klasa, Sandy & Maxwell, William F., 2007. "The influence of product market dynamics on a firm's cash holdings and hedging behavior," Journal of Financial Economics, Elsevier, vol. 84(3), pages 797-825, June.
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    More about this item

    Keywords

    Cash holdings; Competition; Financing constraints; Financing volatility; R&D Investment;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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