IDEAS home Printed from https://ideas.repec.org/a/spr/reaccs/v20y2015i2d10.1007_s11142-014-9304-9.html
   My bibliography  Save this article

Bank loan spread and private information: pending approval patents

Author

Listed:
  • Marlene Plumlee

    (University of Utah)

  • Yuan Xie

    (Fordham University)

  • Meng Yan

    (Fordham University)

  • Jeff Jiewei Yu

    (Texas A&M University)

Abstract

This study examines a specific source of lenders’ ex ante information advantage, private information about borrowers’ forthcoming patents. We examine this setting to provide evidence of the impact of such private information on borrowers’ cost of debt. We find evidence consistent with lenders incorporating private information by charging borrowers with forthcoming patents a lower spread than borrowers that lack that private information. We document a negative association between loan spread and the citation count on forthcoming patents, consistent with borrowers providing lenders with detailed information regarding future expected cash flows from forthcoming patents and lenders responding through a reduction in interest costs for those borrowers. We also show that the reduction in loan spreads is related to the expected value of the forthcoming patent and is greater for borrowers with higher initial information uncertainty and default risk, and when the lead lender has greater loan concentration in the borrower’s industry. Our results suggest that forthcoming patents are a significant source of private information useful to borrowers and employed by lenders.

Suggested Citation

  • Marlene Plumlee & Yuan Xie & Meng Yan & Jeff Jiewei Yu, 2015. "Bank loan spread and private information: pending approval patents," Review of Accounting Studies, Springer, vol. 20(2), pages 593-638, June.
  • Handle: RePEc:spr:reaccs:v:20:y:2015:i:2:d:10.1007_s11142-014-9304-9
    DOI: 10.1007/s11142-014-9304-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11142-014-9304-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11142-014-9304-9?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 36, pages 1-35.
    2. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    3. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    4. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    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. Charles J. Hadlock & Christopher M. James, 2002. "Do Banks Provide Financial Slack?," Journal of Finance, American Finance Association, vol. 57(3), pages 1383-1419, June.
    7. Ting Chen & Xiumin Martin, 2011. "Do Bank‐Affiliated Analysts Benefit from Lending Relationships?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 49(3), pages 633-675, June.
    8. Asquith, Paul & Beatty, Anne & Weber, Joseph, 2005. "Performance pricing in bank debt contracts," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 101-128, December.
    9. Mei Cheng & K. R. Subramanyam, 2008. "Analyst Following and Credit Ratings," Contemporary Accounting Research, John Wiley & Sons, vol. 25(4), pages 1007-1044, December.
    10. repec:cdl:econwp:qt0cs6v2w7 is not listed on IDEAS
    11. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    12. Christine A. Botosan & Marlene A. Plumlee & HE Wen, 2011. "The Relation between Expected Returns, Realized Returns, and Firm Risk Characteristics," Contemporary Accounting Research, John Wiley & Sons, vol. 28(4), pages 1085-1122, December.
    13. Douglas Skinner, 2008. "Accounting for intangibles – a critical review of policy recommendations," Accounting and Business Research, Taylor & Francis Journals, vol. 38(3), pages 191-204.
    14. 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.
    15. Diamond, Douglas W & Verrecchia, Robert E, 1991. "Disclosure, Liquidity, and the Cost of Capital," Journal of Finance, American Finance Association, vol. 46(4), pages 1325-1359, September.
    16. Ashcraft, Adam B. & Santos, João A.C., 2009. "Has the CDS market lowered the cost of corporate debt?," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 514-523, May.
    17. Dennis, Steven & Nandy, Debarshi & Sharpe, Lan G., 2000. "The Determinants of Contract Terms in Bank Revolving Credit Agreements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(1), pages 87-110, March.
    18. Teye Marra & Jeroen Suijs, 2004. "Going-Public and the Influence of Disclosure Environments," Review of Accounting Studies, Springer, vol. 9(4), pages 465-493, December.
    19. Ivashina, Victoria & Sun, Zheng, 2011. "Institutional stock trading on loan market information," Journal of Financial Economics, Elsevier, vol. 100(2), pages 284-303, May.
    20. Christopher S. Armstrong & Alan D. Jagolinzer & David F. Larcker, 2010. "Chief Executive Officer Equity Incentives and Accounting Irregularities," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 48(2), pages 225-271, May.
    21. Zhang, Jieying, 2008. "The contracting benefits of accounting conservatism to lenders and borrowers," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 27-54, March.
    22. Zhen Deng & Baruch Lev & Francis Narin, 1999. "Science and Technology as Predictors of Stock Performance," Financial Analysts Journal, Taylor & Francis Journals, vol. 55(3), pages 20-32, May.
    23. Stephen P. Baginski & Kenneth C. Rakow, 2012. "Management earnings forecast disclosure policy and the cost of equity capital," Review of Accounting Studies, Springer, vol. 17(2), pages 279-321, June.
    24. Douglas Skinner, 2008. "A reply to Lev's rejoinder to ‘Accounting for intangibles – a critical review of policy recommendations’," Accounting and Business Research, Taylor & Francis Journals, vol. 38(3), pages 215-216.
    25. X. Frank Zhang, 2006. "Information Uncertainty and Stock Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 105-137, February.
    26. Degryse, Hans & Ongena, Steven, 2007. "The impact of competition on bank orientation," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 399-424, July.
    27. 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.
    28. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    29. Sudheer Chava & Dmitry Livdan & Amiyatosh Purnanandam, 2009. "Do Shareholder Rights Affect the Cost of Bank Loans?," The Review of Financial Studies, Society for Financial Studies, vol. 22(8), pages 2973-3004, August.
    30. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    31. S. P. Kothari & Ted E. Laguerre & Andrew J. Leone, 2002. "Capitalization versus Expensing: Evidence on the Uncertainty of Future Earnings from Capital Expenditures versus R&D Outlays," Review of Accounting Studies, Springer, vol. 7(4), pages 355-382, December.
    32. Bhattacharya Sudipto & Chiesa Gabriella, 1995. "Proprietary Information, Financial Intermediation, and Research Incentives," Journal of Financial Intermediation, Elsevier, vol. 4(4), pages 328-357, October.
    33. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    34. Joshua Lerner, 1994. "The Importance of Patent Scope: An Empirical Analysis," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 319-333, Summer.
    35. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    36. Sudipto Bhattacharya & Jay R. Ritter, 1983. "Innovation and Communication: Signalling with Partial Disclosure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(2), pages 331-346.
    37. Allan Eberhart & William Maxwell & Akhtar Siddique, 2008. "A Reexamination of the Tradeoff between the Future Benefit and Riskiness of R&D Increases," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 46(1), pages 27-52, March.
    38. Beatty, Anne & Ramesh, K. & Weber, Joseph, 2002. "The importance of accounting changes in debt contracts: the cost of flexibility in covenant calculations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 205-227, June.
    39. Dell'Ariccia, Giovanni & Marquez, Robert, 2004. "Information and bank credit allocation," Journal of Financial Economics, Elsevier, vol. 72(1), pages 185-214, April.
    40. Guohua Jiang & Charles M. C. Lee & Yi Zhang, 2005. "Information Uncertainty and Expected Returns," Review of Accounting Studies, Springer, vol. 10(2), pages 185-221, September.
    41. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    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. 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).
    2. Sheng-Syan Chen & Chia-Wei Huang & Chuan-Yang Hwang & Yanzhi Wang, 2022. "Voluntary disclosure and corporate innovation," Review of Quantitative Finance and Accounting, Springer, vol. 58(3), pages 1081-1115, April.
    3. Lin Tian & Liang Han, 2019. "How local is local? Evidence from bank competition and corporate innovation in U.S," Review of Quantitative Finance and Accounting, Springer, vol. 52(1), pages 289-324, January.
    4. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    5. Florian Leon, 2015. "What do we know about the role of bank competition in Africa?," CERDI Working papers halshs-01164864, HAL.
    6. Thomas Ruchti & Andrew Bird & Stephen A. Karolyi & Michael Hertzel, 2024. "The Value of Lending Relationships," Working Papers 24-02, Office of Financial Research, US Department of the Treasury.
    7. Chan, Konan & Lin, Yueh-Hsiang & Wang, Yanzhi, 2017. "Limits-to-arbitrage, investment frictions, and innovation anomalies," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 1-14.
    8. Hussinger, Katrin & Pacher, Sebastian, 2019. "Information ambiguity, patents and the market value of innovative assets," Research Policy, Elsevier, vol. 48(3), pages 665-675.
    9. Chia-Ying Chan & Iftekhar Hasan & Chih-Yung Lin, 2021. "Agency cost of CEO perquisites in bank loan contracts," Review of Quantitative Finance and Accounting, Springer, vol. 56(4), pages 1221-1258, May.
    10. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    11. Guo, Bing & Pérez-Castrillo, David & Toldrà-Simats, Anna, 2019. "Firms’ innovation strategy under the shadow of analyst coverage," Journal of Financial Economics, Elsevier, vol. 131(2), pages 456-483.
    12. Robert M. Bushman & Christopher D. Williams & Regina Wittenberg‐Moerman, 2017. "The Informational Role of the Media in Private Lending," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 55(1), pages 115-152, March.
    13. Bostan, Ibrahim & Mian, G. Mujtaba, 2024. "Inventor CEOs and financing of innovation: Evidence from IPOs," Journal of Banking & Finance, Elsevier, vol. 164(C).
    14. Younge, Kenneth A. & Tong, Tony W., 2018. "Competitive pressure on the rate and scope of innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 150(C), pages 162-181.
    15. Gao, Wenlian & Chou, Julia, 2015. "Innovation efficiency, global diversification, and firm value," Journal of Corporate Finance, Elsevier, vol. 30(C), pages 278-298.
    16. Weng, Shiqi & Rong, Zhao & Yu, Li, 2024. "Institutional site visits and corporate innovation: The role of analyst coverage," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    17. Dirk Czarnitzki & Katrin Hussinger & Cédric Schneider, 2011. "Commercializing academic research: the quality of faculty patenting," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(5), pages 1403-1437, October.
    18. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    19. Pang, Caiji & Wang, Ying, 2020. "Stock pledge, risk of losing control and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 60(C).
    20. Tlili, Rim, 2012. "Comment justifier la multibancarité au sein des PME ?," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/10919 edited by Etner, François.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:spr:reaccs:v:20:y:2015:i:2:d:10.1007_s11142-014-9304-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.