School of Accounting, Guangdong University of Foreign Studies; School of Management, Xiamen University; Business School, Sun Yat-Sen University, Sun Yat-Sen University·Shenzhen Research Center for Innovation, Entrepreneurship and Technology Finance
Summary:
Innovation is a core element in the development of new quality productivity. However, innovative projects themselves have a large capital demand. Moreover, the high confidentiality of innovation projects leads to high information asymmetry. All these make enterprises' innovation endeavors to intense external finance pressure. In China, bank loans remain the main source of external financing for most companies. Therefore, innovative enterprises face a dual-pronged dilemma in debt financing. On one hand, due to the high information asymmetry of innovation projects and the lack of the right for banks to share the benefits of innovation projects, innovation-oriented enterprises face certain loan discrimination; On the other hand, the proportion of tangible assets of innovative enterprises is limited, and intangible assets such as patents are difficult to mortgage or quickly liquidate, making it difficult to obtain direct financing. Patent collateral loans are a novel bank financing method to meet the capital demand of enterprises with high proportion of digital assets in the digital economy era. However, there is still a lack of evidence on the effectiveness of patent collateral loans.
Theoretically patent collateral loans can alleviate financing constraints through three aspects and boost enterprise innovation output. First,enterprises can obtain bank loans by using patents as collateral, alleviating the pressure of external finance and providing support for their continuous innovation activities. Second, the strict requirements of banks for patents as collateral prior to lending, and the fact that the funds from patent collateral loans are mainly used for project loans can effectively enhance the operational capacity of enterprises, mitigate the risk of venture capital investment failure, thus guiding venture capital and attracting more venture capital to enter enterprises. Finally, by disclosing information related to patent collateral contracts, enterprises can send positive signals, such as having high-quality patents and innovative projects, which is conducive to enterprises obtaining various credit resources support from other banks.However, the innovation incentive effect of patent collateral loans depends on the a favorable external environment.Therefore, this paper focuses on whether patent collateral loans effectively stimulate innovation output.
This paper manually collects patent collateral loans of China A-share listed companies from 2008 to 2020, employs the PSM-DiD method to study the impact of patent collateral loans on innovation and its influencing mechanism. Patent collateral loans can bring direct financial support, exert guiding and signaling roles, attract venture capital and bring support of various credit resources provided by other banks, and ultimately alleviate financing constraints and promote enterprise innovation, that is, there exists an innovation-incentive effect. Heterogeneity analysis shows that the incentive effect of patent collateral loans is more obvious in private enterprises with financing bottlenecks, small enterprises, science and technology enterprises and competitive industries with high proprietary costs. From the perspective of banks, the incentive effect of patent collateral loans provided by systemically important banks is significantly better than that from non-systemically important banks. Finally, the innovation incentive effect of patent collateral loans can promote firm performance.
This study makes possible contributions to the following aspects: First,it theoretically explores how patents, as legal constructs, can be transformed into enterprises' financial resources. By examining the incentive effect of this innovative loan-patent collateral loans - on innovation output, it provides a new analytical perspective for understanding the integration mechanism of the digital economy and the financial economy. Second, it enriches the signaling theory and screening theory in existing financial economics, explores how patents, as an important signaling mechanism, affect the allocation of credit resources, and how the screening mechanism of banks for patents' valuation attracts venture capital, and analyzes the impact of patent collateral loans on innovation and the micro-mechanism from a micro- perspective. Third, this paper also supplements the economic growth theory by linking patent collateral loans with enterprises' innovation behavior, and emphasizes the role of financing in fostering innovation. Meanwhile, this paper conducts an analysis of patent collateral loans and explores the relationship between innovation incentives and financial returns. These results show that the incentive effect of patent collateral loans is more obvious in private enterprises, small - scale enterprises, technology-based enterprises with financing bottlenecks and in competitive industries with high proprietary costs; the incentive effect of patent collateral loans provided by systemically important banks is significantly better than that of non-systemically important banks. These findings can inspire enterprises to focus on developing high quality and economically valuable patents.
[1]蔡庆丰、陈熠辉和林焜,2020,《信贷资源可得性与企业创新:激励还是抑制?——基于银行网点数据和金融地理结构的微观证据》,《经济研究》第10期,第124~140页。 [2]蔡卫星、倪骁然、赵盼和杨亭亭,2019,《企业集团对创新产出的影响:来自制造业上市公司的经验证据》,《中国工业经济》第1期,第137~155页。 [3]鞠晓生、卢荻和虞义华,2013,《融资约束,营运资本管理与企业创新可持续性》,《经济研究》第1期,第4~16页。 [4]孔东民、徐茗丽和孔高文,2017,《企业内部薪酬差距与创新》,《经济研究》第10期,第144~157页。 [5]黎文靖、彭远怀和谭有超,2021,《知识产权司法保护与企业创新——兼论中国企业创新结构的变迁》,《经济研究》第5期,第144~161页。 [6]黎文靖和郑曼妮,2016,《实质性创新还是策略性创新?——宏观产业政策对微观企业创新的影响》,《经济研究》第4期,第60~73页。 [7]李波和朱太辉,2020,《银行价格竞争、融资约束与企业研发投资——基于“中介效应”模型的实证研究》,《金融研究》第7期,第134~152页。 [8]李广子和刘力,2009,《债务融资成本与民营信贷歧视》,《金融研究》第12期,第137~150页。 [9]李文贵和余明桂,2015,《民营化企业的股权结构与企业创新》,《管理世界》第4期,第112~125页。 [10]刘冲、耿伟栋和洪欣欣,2019,《专利质押对企业创新的影响研究》,《北京大学学报(哲学社会科学版)》第5期,第101~112页。 [11]刘小玄,2004,《民营化改制对中国产业效率的效果分析——2001年全国普查工业数据的分析》,《经济研究》第8期,第16~26页。 [12]孟祥旭,2022,《专利质押是否提升了企业全要素生产率?——基于中国专利质押试点的准自然实验》,《经济科学》第4期,第124~137页。 [13]唐清泉和巫岑,2015,《银行业结构与企业创新活动的融资约束》,《金融研究》第7期,第116~134页。 [14]王康、李逸飞、李静和赵彦云,2019,《孵化器何以促进企业创新?——来自中关村海淀科技园的微观证据》,《管理世界》第11期,第102~118页。 [15]王彦超、姜国华和辛清泉,2016,《诉讼风险、法制环境与债务成本》,《会计研究》第6期,第30-37+94页。 [16]王永钦、李蔚和戴芸,2018,《僵尸企业如何影响了企业创新?——来自中国工业企业的证据》,《经济研究》第11期,第99~114页。 [17]吴超鹏和唐菂,2016,《知识产权保护执法力度、技术创新与企业绩效——来自中国上市公司的证据》,《经济研究》第11期,第125~139页。 [18]解维敏和方红星,2011,《金融发展,融资约束与企业研发投入》,《金融研究》第5期,第171~183页。 [19]徐飞,2019,《银行信贷与企业创新困境》,《中国工业经济》第1期,第119~136页。 [20]翟胜宝、许浩然、唐玮、高康和曹蕾,2018,《银行关联与企业创新——基于我国制造业上市公司的经验证据》,《会计研究》第7期,第50~56页。 [21]张杰、高德步和夏胤磊,2016,《专利能否促进中国经济增长——基于中国专利资助政策视角的一个解释》,《中国工业经济》第1期,第83~98页。 [22]张杰、芦哲、郑文平和陈志远,2012,《融资约束、融资渠道与企业R&D投入》,《世界经济》第10期,第66~90页。 [23]张璇、李子健和李春涛,2019,《银行业竞争、融资约束与企业创新——中国工业企业的经验证据》,《金融研究》第10期,第98~116页。 [24]Acharya, V. V. and K. V. Subramanian, 2009, “Bankruptcy Codes and Innovation”, Review of Financial Studies, 22(12), pp.4949~4988. [25]Allen, F., J. Qian and M. Qian, 2005, “Law, Finance, and Economic Growth in China”, Journal of Financial Economics, 77(1), pp.57~116. [26]Arrow, K. J., 1962, “The Economic Implications of Learning by Doing”, Review of Economic Studies, 29(3), pp.155~173. [27]Ayyagari, M., A. Demirgüç-Kunt and V. Maksimovic, 2007, Firm Innovation in Emerging Markets: The Roles of Governance and Finance, Washington, DC: World Bank. [28]Beatty, A., L. Cheng and T. Zach, 2019, “Nonrecurring Items in Debt Contracts”, Contemporary Accounting Research, 36(1), pp.139~167. [29]Beck, T., R. Levine and A. Levkov, 2010, “Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States”, Journal of Finance, 65(5): pp.1637~1667. [30]Benfratello, L., F. Schiantarelli and A. Sembenelli, 2008, “Banks and Innovation: Microeconometric: Evidence on Italian Firms”, Journal of Financial Economics, 90(2), pp.197~217. [31]Berger, A. N. and G. F. Udell, 1990, “Collateral, Loan Quality and Bank Risk”, Journal of Monetary Economics, 25(1), pp.21~42. [32]Bertrand, M. and S. Mullainathan, 2003, “Enjoying the Quiet Life? Corporate Governance and Managerial Preferences”, Journal of Political Economy, 111(5), pp. 1043~1075. [33]Boot, A. W. and A. V. Thakor, 2000, “Can Relationship Banking Survive Competition?”, Journal of Finance, 55(2), pp.679~713. [34]Brandt, L. and H. Li, 2003, “Bank Discrimination in Transition Economies: Ideology, Information, or Incentives?”, Journal of Comparative Economics, 31(3), pp.387~413. [35]Brown, J. R., G. Martinsson and B. C. Petersen, 2012, “Do Financing Constraints Matter for R&D?”, European Economic Review, 56(8), pp.1512~1529. [36]Brown, J. R., G. Martinsson and B. C. Petersen, 2013, “Law, Stock Markets, and Innovation”, Journal of Finance, 68(4), pp.1517~1549. [37]Chava, S., A. Oettl, A. Subramanian and K. V. Subramanian, 2013, “Banking Deregulation and Innovation”, Journal of Financial Economics, 109(3), pp.759~774. [38]Chava, S. and M. R. Roberts, 2008, “How does Financing Impact Investment? The Role of Debt Covenants”, Journal of Finance, 63(5), pp.2085~2121. [39]Che, J. and Y. Qian, 1998, “Insecure Property Rights and Government Ownership of Firms”, The Quarterly Journal of Economics, 113(2), pp.467~496. [40]Chemmanur, T. J., E. Loutskina and X. Tian, 2014, “Corporate Venture Capital, Value Creation, and Innovation”, Review of Financial Studies, 27(8), pp.2434~2473. [41]Chen, H., J. Z.Chen, G. J. Lobo and Y. Wang, 2010, “Association between Borrower and Lender State Ownership and Accounting Conservatism”, Journal of Accounting Research, 48(5), pp.973~1014. [42]Ciftci, M. and W. M. Cready, 2011, “Scale Effects of R&D as Reflected in Earnings and Returns”, Journal of Accounting and Economics, 52(1), pp.62~80. [43]Cull, R. and L. C. Xu, 2005, “Institutions, Ownership, and Finance: the Determinants of Profit Reinvestment among Chinese Firms”,Journal of Financial Economics, 77(1), pp.117~146. [44]de Chaisemartin, C. and X. D’Haultfoeuille, 2020, “Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects”, American Economic Review,110 (9): pp.2964~2996. [45]Gertler, P., B. Green and C. Wolfram, 2024, “Digital Collateral”, The Quarterly Journal of Economics,139(3), pp.1713~1766. [46]Hall, B. H., 2002, “The Financing of Research and Development”, Oxford Review of Economic Policy, 18(1), pp.35~51. [47]Hall, B. H., 2019, “Is There a Role for Patents in the Financing of New Innovative Firms?”, Industrial and Corporate Change, 28(3), pp.657~680. [48]He, J. and X. Tian, 2018, “Finance and Corporate Innovation: A survey”, Asia‐Pacific Journal of Financial Studies, 47(2), pp.165~212. [49]Hochberg, Y. V., C. J. Serrano and R. H. Ziedonis, 2018, “Patent Collateral, Investor Commitment, and the Market for Venture Lending”, Journal of Financial Economics, 130(1), pp.74~94. [50]Hsu, P. H., X. Tian, and Y. Xu, 2014, “Financial Development and Innovation: Cross-country Evidence”, Journal of Financial Economics, 112(1), pp.116~135. [51]Kaplan, S. N. and L. Zingales, 1997, “Do Investment-cash Flow Sensitivities Provide Useful Measures of Financing Constraints?”, The Quarterly Journal of Economics, 112(1), pp.169~215. [52]Kaplan,S. N. and P. Stromberg,2001,“Venture Capitals As Principals: Contracting,Screening,and Monitoring”,American Economic Review,91(2),pp.416~430. [53]Mann, W., 2018, “Creditor Rights and Innovation: Evidence from Patent Collateral”, Journal of Financial Economics, 130(1), pp.25~47. [54]Nini, G., Smith, D. C. and A. Sufi, 2009, “Creditor Control Rights and Firm Investment Policy”, Journal of Financial Economics, 92(3), pp.400~420. [55]Pandit, S., C. E. Wasley and T. Zach, 2011, “The Effect of Research and Development (R&D) Inputs and Outputs on the Relation between the Uncertainty of Future Operating Performance and R&D Expenditures”, Journal of Accounting, Auditing and Finance, 26(1), pp.121~144. [56]Schumpeter, J. A., 1942, “Capitalism,Socialism and Democracy”, American Economic Review, 3 (4), pp.594~602. [57]Seifert, B. and H. Gonenc, 2012, “Creditor Rights and R&D Expenditures”, Corporate Governance: An International Review, 20(1), pp.3~20. [58]Tian, X. and T. Y. Wang, 2014, “Tolerance for Failure and Corporate Innovation”, Review of Financial Studies, 27(1), pp. 211~255. [59]Whited, T. M. and G. Wu, 2006, “Financial Constraints Risk”, Review of Financial Studies, 19(2), pp. 531~559. [60]Zhang, Y. A., Z. E. Chen and Y. Wang, 2021. “Which Patents to Use as Loan Collaterals? The Role of Newness of Patents' External Technology Linkage”, Strategic Management Journal, 42(10), pp. 1822~1849.