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How Do Firm Characteristics Influence the Relationship between R&D and Firm Value?

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  • Julio Pindado
  • Valdoceu De Queiroz
  • Chabela De La Torre

Abstract

This paper focuses on how a firm's characteristics affect the market valuation of its research and development (R&D) spending. We derive a valuation model based on the capital market arbitrage condition. Using the generalized method of moments and data from the Eurozone countries to estimate this model yields interesting results. Several firm characteristics (size, firm growth, and market share) positively affect the relationship between firm value and R&D spending, while others (free cash flow, dependence on external finance, labor intensity, and capital intensity) exert a negative effect. Therefore, we conclude that the effectiveness of R&D spending depends on firm characteristics.

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  • Julio Pindado & Valdoceu De Queiroz & Chabela De La Torre, 2010. "How Do Firm Characteristics Influence the Relationship between R&D and Firm Value?," Financial Management, Financial Management Association International, vol. 39(2), pages 757-782, June.
  • Handle: RePEc:bla:finmgt:v:39:y:2010:i:2:p:757-782
    DOI: 10.1111/j.1755-053X.2010.01091.x
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    1. repec:bla:finmgt:v:36:y:2007:i:2:p:1-21 is not listed on IDEAS
    2. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 2000. "Investor protection and corporate governance," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 3-27.
    3. Annette B. Poulsen & Mike Stegemoller, 2008. "Moving from Private to Public Ownership: Selling Out to Public Firms versus Initial Public Offerings," Financial Management, Financial Management Association International, vol. 37(1), pages 81-101, March.
    4. Xin Chang & Sudipto Dasgupta & Gilles Hilary, 2006. "Analyst Coverage and Financing Decisions," Journal of Finance, American Finance Association, vol. 61(6), pages 3009-3048, December.
    5. Nagaoka, Sadao & 長岡, 貞男, 2004. "R&D and Market Value: Appropriability vs. Preemption," IIR Working Paper 04-03, Institute of Innovation Research, Hitotsubashi University.
    6. Michael K. Fung, 2009. "Is Innovativeness a Link between Pay and Performance?," Financial Management, Financial Management Association International, vol. 38(2), pages 411-429, June.
    7. Gustavsson, Patrik & Poldahl, Andreas, 2003. "Determinants of Firm R&D: Evidence from Swedish Firm Level Data," Working Paper Series 190, Trade Union Institute for Economic Research.
    8. Zvi Griliches, 1984. "Market Value, R&D, and Patents," NBER Chapters, in: R&D, Patents, and Productivity, pages 249-252, National Bureau of Economic Research, Inc.
    9. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    10. Booth, G. Geoffrey & Junttila, Juha & Kallunki, Juha-Pekka & Rahiala, Markku & Sahlstrom, Petri, 2006. "How does the financial environment affect the stock market valuation of R&D spending?," Journal of Financial Intermediation, Elsevier, vol. 15(2), pages 197-214, April.
    11. repec:bla:finmgt:v:36:y:2007:i:2:p:1-21:2 is not listed on IDEAS
    12. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    13. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    14. DeFond, Mark L. & Hung, Mingyi, 2003. "An empirical analysis of analysts' cash flow forecasts," Journal of Accounting and Economics, Elsevier, vol. 35(1), pages 73-100, April.
    15. Lutz G. Arnold, 2006. "The Dynamics of the Jones R&D Growth Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(1), pages 143-152, January.
    16. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    17. Agca, Senay & Mozumdar, Abon, 2008. "The impact of capital market imperfections on investment-cash flow sensitivity," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 207-216, February.
    18. 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.
    19. Kevin W. Chauvin & Mark Hirschey, 1993. "Advertising, R&D Expenditures and the Market Value of the Firm," Financial Management, Financial Management Association, vol. 22(4), Winter.
    20. David Aboody & Baruch Lev, 2000. "Information Asymmetry, R&D, and Insider Gains," Journal of Finance, American Finance Association, vol. 55(6), pages 2747-2766, December.
    21. Bowns, Steven & Bradley, Ian & Knee, Paula & Williams, Fiona & Williams, Geoffrey, 2003. "Measuring the economic benefits from R&D: improvements in the MMI model of the United Kingdom National Measurement System," Research Policy, Elsevier, vol. 32(6), pages 991-1002, June.
    22. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    23. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    24. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    25. Esther Del Brio & Alberto De Miguel & Julio Pindado, 2003. "Investment and firm value: an analysis using panel data," Applied Financial Economics, Taylor & Francis Journals, vol. 13(12), pages 913-923.
    26. Matthew T. Billett & Tao‐Hsien Dolly King & David C. Mauer, 2007. "Growth Opportunities and the Choice of Leverage, Debt Maturity, and Covenants," Journal of Finance, American Finance Association, vol. 62(2), pages 697-730, April.
    27. de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.
    28. Negassi, S., 2004. "R&D co-operation and innovation a microeconometric study on French firms," Research Policy, Elsevier, vol. 33(3), pages 365-384, April.
    29. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    30. Erik Lie, 2001. "Detecting Abnormal Operating Performance: Revisited," Financial Management, Financial Management Association, vol. 30(2), Summer.
    31. Dasgupta, Sudipto & Sengupta, Kunal, 2007. "Corporate liquidity, investment and financial constraints: Implications from a multi-period model," Journal of Financial Intermediation, Elsevier, vol. 16(2), pages 151-174, April.
    32. Laurel A. Franzen & Kimberly J. Rodgers & Timothy T. Simin, 2007. "Measuring Distress Risk: The Effect of R&D Intensity," Journal of Finance, American Finance Association, vol. 62(6), pages 2931-2967, December.
    33. Cohen, Wesley M & Levin, Richard C & Mowery, David C, 1987. "Firm Size and R&D Intensity: A Re-examination," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 543-565, June.
    34. Lee, Chang-Yang & Sung, Taeyoon, 2005. "Schumpeter's legacy: A new perspective on the relationship between firm size and R&D," Research Policy, Elsevier, vol. 34(6), pages 914-931, August.
    35. Whited, Toni M, 1992. "Debt, Liquidity Constraints, and Corporate Investment: Evidence from Panel Data," Journal of Finance, American Finance Association, vol. 47(4), pages 1425-1460, September.
    36. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    37. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    38. Esther B. Del Brio & Javier Perote & Julio Pindado, 2003. "Measuring the Impact of Corporate Investment Announcements on Share Prices: The Spanish Experience," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(5‐6), pages 715-747, June.
    39. Dechow, Patricia M. & Hutton, Amy P. & Sloan, Richard G., 1999. "An empirical assessment of the residual income valuation model1," Journal of Accounting and Economics, Elsevier, vol. 26(1-3), pages 1-34, January.
    40. John R. Becker‐Blease & Donna L. Paul, 2006. "Stock Liquidity and Investment Opportunities: Evidence from Index Additions," Financial Management, Financial Management Association International, vol. 35(3), pages 35-51, September.
    41. Islam, Saiyid S. & Mozumdar, Abon, 2007. "Financial market development and the importance of internal cash: Evidence from international data," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 641-658, March.
    42. Yin‐Hua Yeh & Pei‐Gi Shu & Re‐Jin Guo, 2008. "Ownership Structure and IPO Valuation—Evidence from Taiwan," Financial Management, Financial Management Association International, vol. 37(1), pages 141-161, March.
    43. Allayannis, George & Mozumdar, Abon, 2004. "The impact of negative cash flow and influential observations on investment-cash flow sensitivity estimates," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 901-930, May.
    44. Del Monte, Alfredo & Papagni, Erasmo, 2003. "R&D and the growth of firms: empirical analysis of a panel of Italian firms," Research Policy, Elsevier, vol. 32(6), pages 1003-1014, June.
    45. John R. Becker-Blease & Donna L. Paul, 2006. "Stock Liquidity and Investment Opportunities: Evidence from Index Additions," Financial Management, Financial Management Association, vol. 35(3), Autumn.
    46. Sheng-Syan Chen & Kim Wai Ho, 1997. "Market Response to Product-Strategy and Capital-Expenditure Announcements in Singapore: Investment Opportunities and Free Cash Flow," Financial Management, Financial Management Association, vol. 26(3), Fall.
    47. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    48. Bhagat, Sanjai & Welch, Ivo, 1995. "Corporate research & development investments international comparisons," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 443-470, April.
    49. Beck, Thorsten & Levine, Ross, 2002. "Industry growth and capital allocation:*1: does having a market- or bank-based system matter?," Journal of Financial Economics, Elsevier, vol. 64(2), pages 147-180, May.
    50. Richard Blundell & Rachel Griffith & John van Reenen, 1999. "Market Share, Market Value and Innovation in a Panel of British Manufacturing Firms," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(3), pages 529-554.
    51. Wesley M. Cohen & Richard C. Levin & David C. Mowery, 1987. "Firm Size and R&D Intensity: A Re-Examination," NBER Working Papers 2205, National Bureau of Economic Research, Inc.
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    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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