IDEAS home Printed from https://ideas.repec.org/a/eee/jbfina/v148y2023ics0378426622003181.html
   My bibliography  Save this article

Patented knowledge capital and implied equity risk premium

Author

Listed:
  • Hegde, Shantaram P.
  • Mishra, Dev R.

Abstract

Patented knowledge capital improves the transparency of research and development expenditures, converts intangible intellectual property into collateralizable and salable assets, enhances sustained competitive advantage by enabling firms to weather business cycles, withstand obsolescence risk and competitive threats, and lowers future financing risk and growth uncertainties. Consistent with this conjecture, we find that knowledge capital, proxied by stocks of patents, their forward citations and estimated market value, is associated with lower future cost of equity as well as firm risk. These findings appear robust to controlling for the stock of R&D expenses, potential endogeneity concerns about firms’ innovative activities, controls for technology spillovers from industry rivals, and product market competition.

Suggested Citation

  • Hegde, Shantaram P. & Mishra, Dev R., 2023. "Patented knowledge capital and implied equity risk premium," Journal of Banking & Finance, Elsevier, vol. 148(C).
  • Handle: RePEc:eee:jbfina:v:148:y:2023:i:c:s0378426622003181
    DOI: 10.1016/j.jbankfin.2022.106738
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378426622003181
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbankfin.2022.106738?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. Hart, Oliver & Moore, John, 1990. "Property Rights and the Nature of the Firm," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1119-1158, December.
    2. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    3. 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.
    4. repec:fth:harver:1473 is not listed on IDEAS
    5. Leonid Kogan & Dimitris Papanikolaou & Amit Seru & Noah Stoffman, 2017. "Technological Innovation, Resource Allocation, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 665-712.
    6. Viral V. Acharya & Ramin P. Baghai & Krishnamurthy V. Subramanian, 2014. "Wrongful Discharge Laws and Innovation," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 301-346, January.
    7. James Claus & Jacob Thomas, 2001. "Equity Premia as Low as Three Percent? Evidence from Analysts' Earnings Forecasts for Domestic and International Stock Markets," Journal of Finance, American Finance Association, vol. 56(5), pages 1629-1666, October.
    8. Narjess Boubakri & Omrane Guedhami & Dev Mishra, 2010. "Family control and the implied cost of equity: Evidence before and after the Asian financial crisis," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 41(3), pages 451-474, April.
    9. Sudheer Chava & Vikram Nanda & Steven Chong Xiao, 2017. "Lending to Innovative Firms," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 6(2), pages 234-289.
    10. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    11. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    12. Dan Dhaliwal & Shane Heitzman & Oliver Zhen Li, 2006. "Taxes, Leverage, and the Cost of Equity Capital," Journal of Accounting Research, Wiley Blackwell, vol. 44(4), pages 691-723, September.
    13. 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.
    14. Luzi Hail & Christian Leuz, 2006. "International Differences in the Cost of Equity Capital: Do Legal Institutions and Securities Regulation Matter?," Journal of Accounting Research, Wiley Blackwell, vol. 44(3), pages 485-531, June.
    15. Omrane Guedhami & Dev Mishra, 2009. "Excess Control, Corporate Governance and Implied Cost of Equity: International Evidence," The Financial Review, Eastern Finance Association, vol. 44(4), pages 489-524, November.
    16. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    17. Tsai-Ling Liao & Wen-Chun Lin, 2017. "Corporate Governance, Product Market Competition, and the Wealth Effect of R&D Spending Changes," Financial Management, Financial Management Association International, vol. 46(3), pages 717-742, September.
    18. Carol A. Corrado & Charles R. Hulten, 2010. "How Do You Measure a "Technological Revolution"?," American Economic Review, American Economic Association, vol. 100(2), pages 99-104, May.
    19. Richard Lambert & Christian Leuz & Robert E. Verrecchia, 2007. "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 385-420, May.
    20. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    21. Philippe Aghion & Jean Tirole, 1994. "The Management of Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1185-1209.
    22. Chen, Kevin C. W. & Chen, Zhihong & Wei, K. C. John, 2011. "Agency Costs of Free Cash Flow and the Effect of Shareholder Rights on the Implied Cost of Equity Capital," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 171-207, February.
    23. Attig, Najah & Guedhami, Omrane & Mishra, Dev, 2008. "Multiple large shareholders, control contests, and implied cost of equity," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 721-737, December.
    24. Hsu, Po-Hsuan, 2009. "Technological innovations and aggregate risk premiums," Journal of Financial Economics, Elsevier, vol. 94(2), pages 264-279, November.
    25. 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).
    26. Nikolai Roussanov & Pavel Savor, 2014. "Marriage and Managers' Attitudes to Risk," Management Science, INFORMS, vol. 60(10), pages 2496-2508, October.
    27. Hochberg, Yael V. & Serrano, Carlos J. & Ziedonis, Rosemarie H., 2018. "Patent collateral, investor commitment, and the market for venture lending," Journal of Financial Economics, Elsevier, vol. 130(1), pages 74-94.
    28. Tseng, Kevin, 2022. "Learning from the Joneses: Technology spillover, innovation externality, and stock returns," Journal of Accounting and Economics, Elsevier, vol. 73(2).
    29. Arundel, Anthony & Kabla, Isabelle, 1998. "What percentage of innovations are patented? empirical estimates for European firms," Research Policy, Elsevier, vol. 27(2), pages 127-141, June.
    30. 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.
    31. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    32. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    33. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    34. Leonid Kogan & Dimitris Papanikolaou & Noah Stoffman, 2020. "Left Behind: Creative Destruction, Inequality, and the Stock Market," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 855-906.
    35. Edwin J. Elton, 1999. "Presidential Address: Expected Return, Realized Return, and Asset Pricing Tests," Journal of Finance, American Finance Association, vol. 54(4), pages 1199-1220, August.
    36. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    37. Jonathan B. Berk & Richard C. Green & Vasant Naik, 1999. "Optimal Investment, Growth Options, and Security Returns," Journal of Finance, American Finance Association, vol. 54(5), pages 1553-1607, October.
    38. 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.
    39. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    40. Jan Bena & Lorenzo Garlappi, 2020. "Corporate Innovation and Returns [Last-in first-out oligopoly dynamics]," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(2), pages 340-383.
    41. Song Ma & Joy Tianjiao Tong & Wei Wang, 2021. "Bankrupt Innovative Firms," NBER Working Papers 28856, National Bureau of Economic Research, Inc.
    42. 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.
    43. 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.
    44. Yuhang Xing, 2008. "Interpreting the Value Effect Through the Q-Theory: An Empirical Investigation," The Review of Financial Studies, Society for Financial Studies, vol. 21(4), pages 1767-1795, July.
    45. Gustavo Grullon & Evgeny Lyandres & Alexei Zhdanov, 2012. "Real Options, Volatility, and Stock Returns," Journal of Finance, American Finance Association, vol. 67(4), pages 1499-1537, August.
    46. Shuping Chen & Bin Miao & Terry Shevlin, 2015. "A New Measure of Disclosure Quality: The Level of Disaggregation of Accounting Data in Annual Reports," Journal of Accounting Research, Wiley Blackwell, vol. 53(5), pages 1017-1054, December.
    47. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    48. Gao, Mingze & Leung, Henry & Qiu, Buhui, 2021. "Organization capital and executive performance incentives," Journal of Banking & Finance, Elsevier, vol. 123(C).
    49. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    50. Kewei Hou & Haitao Mo & Chen Xue & Lu Zhang, 2021. "An Augmented q-Factor Model with Expected Growth [Abnormal returns to a fundamental analysis strategy]," Review of Finance, European Finance Association, vol. 25(1), pages 1-41.
    51. May, Don O, 1995. "Do Managerial Motives Influence Firm Risk Reduction Strategies?," Journal of Finance, American Finance Association, vol. 50(4), pages 1291-1308, September.
    52. Qiu, Jiaping & Wan, Chi, 2015. "Technology spillovers and corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 115(3), pages 558-573.
    53. Ramana Nanda & Matthew Rhodes-Kropf, 2017. "Financing Risk and Innovation," Management Science, INFORMS, vol. 63(4), pages 901-918, April.
    54. Hsu, Po-Hsuan & Huang, Dayong, 2010. "Technology prospects and the cross-section of stock returns," Journal of Empirical Finance, Elsevier, vol. 17(1), pages 39-53, January.
    55. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    56. Oh, Jong-Min, 2017. "Absorptive capacity, technology spillovers, and the cross-section of stock returns," Journal of Banking & Finance, Elsevier, vol. 85(C), pages 146-164.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chaeho Chase Lee & Erdal Atukeren & Hohyun Kim, 2024. "Knowledge Capital and Stock Returns during Crises in the Manufacturing Sector: Moderating Role of Market Share, Tobin’s Q, and Cash Holdings," Risks, MDPI, vol. 12(6), pages 1-23, June.

    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. Mishra, Dev R., 2014. "The dark side of CEO ability: CEO general managerial skills and cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 390-409.
    2. Abdullah Mamun & Dev Mishra, 2012. "Industry Merger Intensity and Cost of Capital," International Review of Finance, International Review of Finance Ltd., vol. 12(4), pages 469-490, December.
    3. Dev R. Mishra, 2023. "Firm‐level political risk and implied cost of equity capital," International Review of Finance, International Review of Finance Ltd., vol. 23(3), pages 615-644, September.
    4. 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).
    5. Boubakri, Narjess & Guedhami, Omrane & Mishra, Dev & Saffar, Walid, 2012. "Political connections and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 541-559.
    6. Mishra, Dev R. & O’Brien, Thomas J., 2019. "Fama-French, CAPM, and implied cost of equity," Journal of Economics and Business, Elsevier, vol. 101(C), pages 73-85.
    7. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    8. Rjiba, Hatem & Saadi, Samir & Boubaker, Sabri & Ding, Xiaoya (Sara), 2021. "Annual report readability and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 67(C).
    9. Barth, Mary E. & Konchitchki, Yaniv & Landsman, Wayne R., 2013. "Cost of capital and earnings transparency," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 206-224.
    10. Banerjee, Rajabrata & Gupta, Kartick & Krishnamurti, Chandrasekhar, 2022. "Does corrupt practice increase the implied cost of equity?," Journal of Corporate Finance, Elsevier, vol. 73(C).
    11. Luong, Thanh Son & Qiu, Buhui & Wu, Yi (Ava), 2021. "Does it pay to be socially connected with wall street brokerages? Evidence from cost of equity," Journal of Corporate Finance, Elsevier, vol. 68(C).
    12. Sadok El Ghoul & Omrane Guedhami & Yang Ni & Jeffrey Pittman & Samir Saadi, 2012. "Does Religion Matter to Equity Pricing?," Journal of Business Ethics, Springer, vol. 111(4), pages 491-518, December.
    13. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    14. Raj Aggarwal & Dev Mishra & Craig Wilson, 2018. "Analyst recommendations and the implied cost of equity," Review of Quantitative Finance and Accounting, Springer, vol. 50(3), pages 717-743, April.
    15. Bereskin, Fred & Hsu, Po-Hsuan & Latham, William & Wang, Huijun, 2023. "So Sue Me! The cross section of stock returns related to patent infringement allegations," Journal of Banking & Finance, Elsevier, vol. 148(C).
    16. Po-Hsuan Hsu & Dongmei Li & Qin Li & Siew Hong Teoh & Kevin Tseng, 2022. "Valuation of New Trademarks," Management Science, INFORMS, vol. 68(1), pages 257-279, January.
    17. Yu, Huaibing, 2024. "Why isn't composite equity issuance favored by the stock market? A risk-based explanation for the anomaly," International Review of Financial Analysis, Elsevier, vol. 94(C).
    18. Najah Attig & Sean Cleary & Sadok El Ghoul & Omrane Guedhami, 2013. "Institutional Investment Horizons and the Cost of Equity Capital," Financial Management, Financial Management Association International, vol. 42(2), pages 441-477, June.
    19. Hamdi Ben‐Nasr & Narjess Boubakri & Jean‐Claude Cosset, 2012. "The Political Determinants of the Cost of Equity: Evidence from Newly Privatized Firms," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 605-646, June.
    20. Giau Bui, Dien & Chen, Yehning & Lin, Chih-Yung & Lin, Tse-Chun, 2021. "Risk-taking of bank CEOs and corporate innovation," Journal of International Money and Finance, Elsevier, vol. 115(C).

    More about this item

    Keywords

    Implied cost of equity; Fama-french three-factor model; Patents; Citations; Innovation;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance
    • G1 - Financial Economics - - General Financial Markets
    • G3 - Financial Economics - - Corporate Finance and 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:jbfina:v:148:y:2023:i:c:s0378426622003181. 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/jbf .

    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.