IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v40y2016icp110-127.html
   My bibliography  Save this article

Measuring the value of intangibles

Author

Listed:
  • Clausen, Saskia
  • Hirth, Stefan

Abstract

We propose a new earnings-based measure for the value of intangibles. To validate this measure, we compare it to commonly used proxies for intangible intensity, such as R&D expenses. While R&D expenses measure the investment in new intangibles, our new measure gauges the productivity of already existing intangibles. We show that our new measure serves as an additional factor to explain firm value, measured either as market capitalization or acquisition prices in M&A transactions. Moreover, it captures the increasing importance of intangibles over time. Finally, we present a specific application of our intangible-intensity measure in the context of capital structure. We find that more intangible-intensive firms have lower leverage.

Suggested Citation

  • Clausen, Saskia & Hirth, Stefan, 2016. "Measuring the value of intangibles," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 110-127.
  • Handle: RePEc:eee:corfin:v:40:y:2016:i:c:p:110-127
    DOI: 10.1016/j.jcorpfin.2016.07.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092911991630092X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2016.07.012?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert E. Hall, 2001. "The Stock Market and Capital Accumulation," American Economic Review, American Economic Association, vol. 91(5), pages 1185-1202, December.
    2. Carol Corrado & Charles Hulten & Daniel Sichel, 2005. "Measuring Capital and Technology: An Expanded Framework," NBER Chapters, in: Measuring Capital in the New Economy, pages 11-46, National Bureau of Economic Research, Inc.
    3. Michael S. Long & Ileen B. Malitz, 1985. "Investment Patterns and Financial Leverage," NBER Chapters, in: Corporate Capital Structures in the United States, pages 325-352, National Bureau of Economic Research, Inc.
    4. 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.
    5. Ellen R. McGrattan & Edward C. Prescott, 2010. "Technology Capital and the US Current Account," American Economic Review, American Economic Association, vol. 100(4), pages 1493-1522, September.
    6. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    7. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    8. 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.
    9. Russell W. Coff, 1999. "How Buyers Cope with Uncertainty when Acquiring Firms in Knowledge-Intensive Industries: Caveat Emptor," Organization Science, INFORMS, vol. 10(2), pages 144-161, April.
    10. Benmelech, Efraim & Bergman, Nittai K., 2009. "Collateral pricing," Journal of Financial Economics, Elsevier, vol. 91(3), pages 339-360, March.
    11. Cefis, Elena & Marsili, Orietta, 2012. "Going, going, gone. Exit forms and the innovative capabilities of firms," Research Policy, Elsevier, vol. 41(5), pages 795-807.
    12. Campello, Murillo & Giambona, Erasmo, 2013. "Real Assets and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(5), pages 1333-1370, October.
    13. Marek Kapička, 2012. "How Important Is Technology Capital for the United States?," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(2), pages 218-248, April.
    14. Bhagat, Sanjai & Moyen, Nathalie & Suh, Inchul, 2005. "Investment and internal funds of distressed firms," Journal of Corporate Finance, Elsevier, vol. 11(3), pages 449-472, June.
    15. 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.
    16. 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.
    17. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    18. Lev, Baruch & Sougiannis, Theodore, 1996. "The capitalization, amortization, and value-relevance of R&D," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 107-138, February.
    19. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    20. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    21. Robert E. Hall, 2001. "Struggling to Understand the Stock Market," American Economic Review, American Economic Association, vol. 91(2), pages 1-11, May.
    22. Strebulaev, Ilya A. & Yang, Baozhong, 2013. "The mystery of zero-leverage firms," Journal of Financial Economics, Elsevier, vol. 109(1), pages 1-23.
    23. Lundstrum, Leonard L., 2002. "Corporate investment myopia: a horserace of the theories," Journal of Corporate Finance, Elsevier, vol. 8(4), pages 353-371, October.
    24. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    25. Michael B. Heeley & David R. King & Jeffrey G. Covin, 2006. "Effects of Firm R&D Investment and Environment on Acquisition Likelihood," Journal of Management Studies, Wiley Blackwell, vol. 43(7), pages 1513-1535, November.
    26. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    27. 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.
    28. Efraim Benmelech, 2009. "Asset Salability and Debt Maturity: Evidence from Nineteenth-Century American Railroads," The Review of Financial Studies, Society for Financial Studies, vol. 22(4), pages 1545-1584, April.
    29. Leonard I. Nakamura, 2010. "Intangible Assets And National Income Accounting," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 56(s1), pages 135-155, June.
    30. Adhikari, Binay Kumar & Agrawal, Anup, 2016. "Religion, gambling attitudes and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 229-248.
    31. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    32. Aboody, D & Lev, B, 1998. "The value relevance of intangibles: The case of software capitalization," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 161-191.
    33. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    34. Hasbrouck, Joel, 1985. "The characteristics of takeover targets and other measures," Journal of Banking & Finance, Elsevier, vol. 9(3), pages 351-362, September.
    35. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    36. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    37. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    38. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2014. "The Value and Ownership of Intangible Capital," American Economic Review, American Economic Association, vol. 104(5), pages 189-194, May.
    39. 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.
    40. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    41. Lee Pinkowitz & Rohan Williamson, 2007. "What is the Market Value of a Dollar of Corporate Cash?," Journal of Applied Corporate Finance, Morgan Stanley, vol. 19(3), pages 74-81, June.
    42. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    43. Bange, Mary M. & De Bondt, Werner F. M., 1998. "R&D budgets and corporate earnings targets," Journal of Corporate Finance, Elsevier, vol. 4(2), pages 153-184, June.
    44. repec:bla:jfinan:v:53:y:1998:i:3:p:819-843 is not listed on IDEAS
    45. Jing Liu & Doron Nissim & Jacob Thomas, 2002. "Equity Valuation Using Multiples," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 135-172, March.
    46. Larkin, Yelena, 2013. "Brand perception, cash flow stability, and financial policy," Journal of Financial Economics, Elsevier, vol. 110(1), pages 232-253.
    47. Gatchev, Vladimir A. & Spindt, Paul A. & Tarhan, Vefa, 2009. "How do firms finance their investments?: The relative importance of equity issuance and debt contracting costs," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 179-195, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bigelli, Marco & Martín-Ugedo, Juan Francisco & Sánchez-Vidal, F. Javier, 2014. "Financial conservatism of private firms," Journal of Business Research, Elsevier, vol. 67(11), pages 2419-2427.
    2. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    3. Wu, Kai & Lai, Seiwai, 2020. "Intangible intensity and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    4. Schürg, Carolin V. & Bannier, Christina Evelies, 2015. "Corporate investment, debt and liquidity choices in the light of financial constraints and hedging needs," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 114561, Verein für Socialpolitik / German Economic Association.
    5. Weiping Hu & Xiao Zhang & Ye He, 2024. "Cash flow sensitivity of cash: when should we use it to measure financial constraints?," Review of Quantitative Finance and Accounting, Springer, vol. 62(2), pages 637-682, February.
    6. Bessler, Wolfgang & Drobetz, Wolfgang & Haller, Rebekka & Meier, Iwan, 2013. "The international zero-leverage phenomenon," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 196-221.
    7. Antonio Falato & Dalida Kadyrzhanova & Jae Sim & Roberto Steri, 2022. "Rising Intangible Capital, Shrinking Debt Capacity, and the U.S. Corporate Savings Glut," Journal of Finance, American Finance Association, vol. 77(5), pages 2799-2852, October.
    8. Xin Qu & Majella Percy & Fang Hu & Jenny Stewart, 2022. "Can CEO equity‐based compensation limit investment‐related agency problems?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(2), pages 2579-2614, June.
    9. Heitor Almeida & Murillo Campello & Igor Cunha & Michael S. Weisbach, 2014. "Corporate Liquidity Management: A Conceptual Framework and Survey," Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 135-162, December.
    10. Ander Perez-Orive & Andrea Caggese, 2017. "Capital Misallocation and Secular Stagnation," 2017 Meeting Papers 382, Society for Economic Dynamics.
    11. Grundy, Bruce D. & Verwijmeren, Patrick, 2020. "The external financing of investment," Journal of Corporate Finance, Elsevier, vol. 65(C).
    12. Ye Li, 2018. "Fragile New Economy: The Rise of Intangible Capital and Financial Instability," 2018 Meeting Papers 1189, Society for Economic Dynamics.
    13. Chen, Sheng-Syan & Chen, Yan-Shing & Liang, Woan-lih & Wang, Yanzhi, 2020. "Public R&D spending and cross-sectional stock returns," Research Policy, Elsevier, vol. 49(1).
    14. Choonsik Lee & Heungju Park, 2016. "Financial constraints, board governance standards, and corporate cash holdings," Review of Financial Economics, John Wiley & Sons, vol. 28(1), pages 21-34, January.
    15. 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.
    16. Murillo Campello & Erasmo Giambona, 2011. "Capital Structure and the Redeployability of Tangible Assets," Tinbergen Institute Discussion Papers 11-091/2/DSF24, Tinbergen Institute.
    17. Michael Ewens & Ryan H. Peters & Sean Wang, 2025. "Measuring Intangible Capital with Market Prices," Management Science, INFORMS, vol. 71(1), pages 407-427, January.
    18. Mona Yaghoubi & Michael O’Connor Keefe, 2018. "The Influence of Investment Volatility on Capital Structure and Cash Holdings," Working Papers in Economics 18/20, University of Canterbury, Department of Economics and Finance.
    19. Christopher F. Baum & Mustafa Caglayan & Oleksandr Talavera, 2013. "The Effects of Future Capital Investment and R&D Expenditures on Firms' Liquidity," Review of International Economics, Wiley Blackwell, vol. 21(3), pages 459-474, August.
    20. Lee, Choonsik & Park, Heungju, 2016. "Financial constraints, board governance standards, and corporate cash holdings," Review of Financial Economics, Elsevier, vol. 28(C), pages 21-34.

    More about this item

    Keywords

    Intangible assets; Corporate valuation; M&A transactions; Asymmetric information; Capital structure;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:corfin:v:40:y:2016:i:c:p:110-127. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcorpfin .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.