IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v78y2023ics1043951x23000032.html
   My bibliography  Save this article

Short-term loans and Firms' high-quality innovation: Evidence from the access to patent-backed loans in China

Author

Listed:
  • Rong, Zhao
  • Zhang, Fuxin
  • Chen, Shi

Abstract

When obtaining short-term loans, an innovative firm tends to expand its production scale, thereby reallocating its R&D-related resources away from innovation. By exploiting the unique situation in China that patenting firms for the first time obtained short-term patent-backed loans (PBLs), we find that the PBL access negatively influences firms' propensities of producing high-quality innovation. Consistent with the R&D resource reallocation hypothesis, we find that this negative effect exists only among firms initially having invention patents; it is more pronounced when the PBL covers a larger portion of firm investment and when these firms expand more aggressively. We confirm the scale expansion effect by finding that the PBL access positively influences firms' subsequent size.

Suggested Citation

  • Rong, Zhao & Zhang, Fuxin & Chen, Shi, 2023. "Short-term loans and Firms' high-quality innovation: Evidence from the access to patent-backed loans in China," China Economic Review, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:chieco:v:78:y:2023:i:c:s1043951x23000032
    DOI: 10.1016/j.chieco.2023.101918
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X23000032
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2023.101918?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. Efraim Benmelech & Mark J. Garmaise & Tobias J. Moskowitz, 2005. "Do Liquidation Values Affect Financial Contracts? Evidence from Commercial Loan Contracts and Zoning Regulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1121-1154.
    2. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    3. Rampini, Adriano A. & Viswanathan, S., 2013. "Collateral and capital structure," Journal of Financial Economics, Elsevier, vol. 109(2), pages 466-492.
    4. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    5. Nicholas Bloom & Paul M. Romer & Stephen J. Terry & John Van Reenen, 2013. "A Trapped-Factors Model of Innovation," American Economic Review, American Economic Association, vol. 103(3), pages 208-213, May.
    6. 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.
    7. Balsmeier, Benjamin & Fleming, Lee & Manso, Gustavo, 2017. "Independent boards and innovation," Journal of Financial Economics, Elsevier, vol. 123(3), pages 536-557.
    8. 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.
    9. Acharya, Viral & Xu, Zhaoxia, 2017. "Financial dependence and innovation: The case of public versus private firms," Journal of Financial Economics, Elsevier, vol. 124(2), pages 223-243.
    10. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    11. 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.
    12. Dragana Cvijanović, 2014. "Real Estate Prices and Firm Capital Structure," The Review of Financial Studies, Society for Financial Studies, vol. 27(9), pages 2690-2735.
    13. 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.
    14. James R. Brown & Gustav Martinsson & Bruce C. Petersen, 2013. "Law, Stock Markets, and Innovation," Journal of Finance, American Finance Association, vol. 68(4), pages 1517-1549, August.
    15. Sharpe, Steven A., 1991. "Credit rationing, concessionary lending, and debt maturity," Journal of Banking & Finance, Elsevier, vol. 15(3), pages 581-604, June.
    16. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    17. Zhao Chen & Zhikuo Liu & Juan Carlos Suárez Serrato & Daniel Yi Xu, 2021. "Notching R&D Investment with Corporate Income Tax Cuts in China," American Economic Review, American Economic Association, vol. 111(7), pages 2065-2100, July.
    18. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    19. Benmelech, Efraim & Garmaise, Mark J. & Moskowitz, Tobias J., 2005. "Do Liquidation Values Affect Financial Contracts? Evidence From Commercial Loan Contracts and Zoning Regulations," Working Papers 201, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    20. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    21. Mao, Yifei, 2021. "Managing innovation: The role of collateral," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    22. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    23. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    24. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    25. Zi‐Lin He & Tony W. Tong & Yuchen Zhang & Wenlong He, 2018. "Constructing a Chinese Patent Database of listed firms in China: Descriptions, lessons, and insights," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(3), pages 579-606, September.
    26. Custódio, Cláudia & Ferreira, Miguel A. & Laureano, Luís, 2013. "Why are US firms using more short-term debt?," Journal of Financial Economics, Elsevier, vol. 108(1), pages 182-212.
    27. 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.
    28. Dongmei Li, 2011. "Financial Constraints, R&D Investment, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 2974-3007.
    29. Marianne Bertrand & Erzo F. P. Luttmer & Sendhil Mullainathan, 2000. "Network Effects and Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1019-1055.
    30. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    31. 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.
    32. 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.
    33. Huang, Jialin & Rong, Zhao, 2017. "Housing boom, real estate diversification, and capital structure: Evidence from China," Emerging Markets Review, Elsevier, vol. 32(C), pages 74-95.
    34. Diamond, Douglas W., 1993. "Seniority and maturity of debt contracts," Journal of Financial Economics, Elsevier, vol. 33(3), pages 341-368, June.
    35. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    36. Barro, Robert J, 1976. "The Loan Market, Collateral, and Rates of Interest," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 8(4), pages 439-456, November.
    37. Cai, Jing & Tylecote, Andrew, 2008. "Corporate governance and technological dynamism of Chinese firms in mobile telecommunications: A quantitative study," Research Policy, Elsevier, vol. 37(10), pages 1790-1811, December.
    38. Jarrad Harford & Sandy Klasa & William F. Maxwell, 2014. "Refinancing Risk and Cash Holdings," Journal of Finance, American Finance Association, vol. 69(3), pages 975-1012, June.
    39. Zhao Rong & Jinlan Ni, 2020. "How do housing cycles influence listed firms’ R&D investment: evidence from the collateral channel," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 29(3), pages 287-312, April.
    40. Li, Kai & Yue, Heng & Zhao, Longkai, 2009. "Ownership, institutions, and capital structure: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 471-490, September.
    41. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    42. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    43. Mann, Ronald J. & Sager, Thomas W., 2007. "Patents, venture capital, and software start-ups," Research Policy, Elsevier, vol. 36(2), pages 193-208, March.
    44. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    45. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    46. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    47. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    48. Briggs, Kristie, 2015. "Co-owner relationships conducive to high quality joint patents," Research Policy, Elsevier, vol. 44(8), pages 1566-1573.
    49. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    50. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    51. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    52. Teece, David J., 1980. "Economies of scope and the scope of the enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 1(3), pages 223-247, September.
    53. 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.
    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. Xie, Linlin & Liu, Guangqiang & Liu, Boyang, 2023. "Patent pledge policy and stock price crash risk: Evidence from China," Research in International Business and Finance, Elsevier, vol. 65(C).

    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. Huang, Jialin & Rong, Zhao, 2017. "Housing boom, real estate diversification, and capital structure: Evidence from China," Emerging Markets Review, Elsevier, vol. 32(C), pages 74-95.
    2. Mao, Yifei, 2021. "Managing innovation: The role of collateral," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    3. 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).
    4. Liu, Duan & Li, Zhiyuan & He, Hongbo & Hou, Wenxuan, 2021. "The determinants of R&D smoothing with asset sales: Evidence from R&D-intensive firms in China," International Review of Economics & Finance, Elsevier, vol. 75(C), pages 76-93.
    5. Alimov, Azizjon, 2019. "Intellectual property rights reform and the cost of corporate debt," Journal of International Money and Finance, Elsevier, vol. 91(C), pages 195-211.
    6. Hasan, Iftekhar & (Stan) Hoi, Chun-Keung & Wu, Qiang & Zhang, Hao, 2020. "Is social capital associated with corporate innovation? Evidence from publicly listed firms in the U.S," Journal of Corporate Finance, Elsevier, vol. 62(C).
    7. Yuliyan Mitkov, 2020. "A Theory of Debt Maturity and Innovation," ECONtribute Discussion Papers Series 050, University of Bonn and University of Cologne, Germany.
    8. Luo, Yonggen & Wang, Deli & Hu, Shiyang, 2024. "Patent collateral and the trajectory of innovation," Pacific-Basin Finance Journal, Elsevier, vol. 84(C).
    9. Yang, Bao & Chou, Hsin-I. & Zhao, Jing, 2020. "Innovation or dividend payout: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 68(C), pages 180-203.
    10. Nguyen, Justin Hung & Qiu, Buhui, 2022. "Right-to-Work laws and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 76(C).
    11. Spatareanu, Mariana & Manole, Vlad & Kabiri, Ali, 2019. "Do bank liquidity shocks hamper firms’ innovation?," International Journal of Industrial Organization, Elsevier, vol. 67(C).
    12. Li, Tongxia & Lu, Chun & Chen, Zhihua, 2023. "The unintended consequence of collateral-based financing: Evidence from corporate cost behavior," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(1).
    13. Iwaki, Hiromichi & Saito, Junyu, 2022. "Does rollover risk matter to payout policies? Evidence from Japanese listed firms," Journal of Economics and Business, Elsevier, vol. 120(C).
    14. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    15. Francesco Aiello & Graziella Bonanno & Stefania Patrizia Sonia Rossi, 2019. "Risk Aversion And Entrepreneurship: Financing Innovation For Smes Across Europe. Evidence From Multilevel Models," Working Papers 201902, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    16. Joshua Krieger & Danielle Li & Dimitris Papanikolaou, 2022. "Missing Novelty in Drug Development," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 636-679.
    17. Boubaker, Sabri & Chourou, Lamia & Haddar, Marwa & Hamza, Taher, 2019. "Does employee welfare affect corporate debt maturity?," European Management Journal, Elsevier, vol. 37(5), pages 674-686.
    18. Xu, Bing, 2019. "Permissible collateral and access to finance: Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 54(C), pages 237-255.
    19. Lyu, Xiaoliang & Ma, Jiameng & Zhang, Xiaochen, 2023. "Social trust and corporate innovation: An informal institution perspective," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
    20. Pu Liu & Yingying Shao, 2022. "Innovation and new business formation: the role of innovative large firms," Small Business Economics, Springer, vol. 59(2), pages 691-720, August.

    More about this item

    Keywords

    Patent collateral; Innovation; Industrial firms; China;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

    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:chieco:v:78:y:2023:i:c:s1043951x23000032. 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/chieco .

    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.