Summary:
Enterprises are the primary drivers of innovation activities in China. Tech-oriented SMEs with high-level technology and strong innovation capabilities are critical driving forces for strengthening the main position of enterprise innovation. However, SMEs have been facing financing difficulties, specifically high financing costs and limited financing channels, which becomes a real dilemma that has long restricted their business operations and growth. In particular, tech-oriented SMEs, characterized by small size, large credit needs, light assets, long time horizons and uncertain profits, typically face more severe financial constraints. In China's bank-dominated financial system, bank credit is the main financing channel for tech-oriented SMEs. Accordingly, commercial banks play a vital role in facilitating the development of technology finance. The unique difficulty of bank lending to tech-oriented SMEs lies in the adverse selection and moral hazard problems caused by the high level of information asymmetry between these firms and potential lenders. The institutional arrangement of intellectual property rights (IPR) protection is particularly important for the financing of tech-oriented SMEs. However, in theory, it is not clear how strengthening IPR protection affects the pricing of bank loans for tech-oriented SMEs. On the one hand, IPR protection can optimize the intellectual property authorization and confirmation process and increase the disclosure of corporate innovation information. Additionally, it can effectively reduce external infringement risks and the uncertainty of IPR value and future returns. All these factors help alleviate information asymmetry and reduce the risks and loan spreads for tech-oriented SMEs. On the other hand, strengthening IPR protection may cause tech-oriented SMEs to significantly increase their investment in cutting-edge technology research, which entails high risks and uncertainties. Simultaneously, the monopoly rent effect may also weaken the incentives for enterprises to improve their products and technologies. Consequently, these factors may exacerbate operational risks of tech-oriented SMEs and cause banks to require higher risk premiums, ultimately raising their loan spreads. Using transaction-level loan data from a commercial bank in Shandong province, this paper exploits the exogenous change in IPR protection caused by the implementation of Regulations of Shandong Province on the Protection and Promotion of Intellectual Property. Employing a difference-in-differences strategy, it identifies the incremental effects of IPR protection on bank financing costs for tech-oriented SMEs and its working mechanisms, thereby verifying the vital role of IPR protection in facilitating the development of technology finance. We find strong evidence that tech-oriented SMEs experience significant reductions in the spread of bank loans after the strengthening of IPR protection. Importantly, the positive effects of enhanced IPR protection on loan spreads are more pronounced for unsecured loans and enterprises in industries with fierce competition and complex technology as well as those with strong innovation capabilities. Our results suggest that alleviating the degree of information asymmetry by reducing IPR-related risks is an effective channel through which IPR protection affects the costs of bank financing for tech-oriented SMEs. In addition, the reduction of the financing costs is concentrated in firms with limited access to bank credit and digital credit. This paper not only builds on and contributes to the related studies on the economic effects of IPR protection and the determinants of financing for innovative firms based on the sample of non-listed tech-oriented SMEs, but also provides empirical evidence based on China's tech-oriented SMEs for the classic information asymmetry and signaling theory and joins a growing literature that documents the importance of institutions for financial development. More importantly, the conclusions of this paper offer policy implications for advancing technology finance by improving IPR protection system, including persistently refine the IPR protection system to transform the IPR institutional strengths into drivers of growth for technology finance, steadily advance IPR finance by strengthening the involvement of financial institutions in the protection, creation and commercialization of intellectual property, deepen the innovation and application of digital technologies to promote the coordinated development of technology finance and digital finance.
[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?》,《经济研究》第10期,第124~140页。 [2]杜群阳、周方兴和战明华,2022,《信息不对称、资源配置效率与经济周期波动》,《中国工业经济》第4期,第61~79页。 [3]方军雄,2007,《所有制、制度环境与信贷资金配置》,《经济研究》第12期,第82~92页。 [4]顾焕章、汪泉和吴建军,2013,《信贷资金支持科技型企业的路径分析与江苏实践》,《金融研究》第6期,第173~178页。 [5]郭峰、王靖一、王芳、孔涛、张勋和程志云,2020,《测度中国数字普惠金融发展,指数编制与空间特征》,《经济学(季刊)》第3期,第1401~1481页。 [6]黄益平和邱晗,2021,《大科技信贷:一个新的信用风险管理框架》,《管理世界》第2期,第12~21页。 [7]李莉、闫斌和顾春霞,2014,《知识产权保护、信息不对称与高科技企业资本结构》,《管理世界》第11期,第1~9页。 [8]刘华、孙光国和马腾飞,2024,《知识产权司法保护对债券融资成本的影响——来自知识产权法院设立的证据》,《改革》第7期,第128~142页。 [9]龙小宁、刘灵子和张靖,2023,《企业合作研发模式对创新质量的影响——基于中国专利数据的实证研究》,《中国工业经济》第10期,第174~192页。 [10]龙小宁、易巍和林志帆,2018,《知识产权保护的价值有多大?——来自中国上市公司专利数据的经验证据》,《金融研究》第8期,第120~136页。 [11]陆瑶和施函青,2022,《我国科技企业融资的决定因素研究——基于科创板企业的机器学习分析》,《金融研究》第9期,第132~151页。 [12]罗勇根、杨金玉和陈世强,2019,《空气污染、人力资本流动与创新活力——基于个体专利发明的经验证据》,《中国工业经济》第10期,第99~117页。 [13]梅冬州、温兴春和吴娱,2021,《财政扩张、信用违约和民营企业融资困境》,《经济研究》第3期,第116~131页。 [14]平新乔和杨慕云,2009,《信贷市场信息不对称的实证研究——来自中国国有商业银行的证据》,《金融研究》第3期,第1~18页。 [15]史宇鹏和顾全林,2013,《知识产权保护、异质性企业与创新:来自中国制造业的证据》,《金融研究》第8期,第136~149页。 [16]宋全云、李晓和钱龙,2019,《经济政策不确定性与企业贷款成本》,《金融研究》第7期,第57~75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》,《经济研究》第11期,第125~139页。 [18]尹志超和甘犁,2011,《信息不对称、企业异质性与信贷风险》,《经济研究》第9期,第121~132页。 [19]詹新宇和于明哲,2024,《组合式财税政策何以有效推动中小企业科技成果转化?》,《管理世界》第8期,第191~207页。 [20]章元和甘徐沁,2024,《银行竞争与创业选址:新经济地理学视角》,《世界经济》第8期,第168~198页。 [21]张一林、龚强和荣昭,2016,《技术创新、股权融资与金融结构转型》,《管理世界》第11期,第65~80页。 [22]周泽将、汪顺和张悦,2022,《知识产权保护与企业创新信息困境》,《中国工业经济》第6期,第136~154页。 [23]Agarwal, R. and D. Audretsch, 2001, “Does Entry Size Matter? The Impact of the Life Cycle and Technology on Firm Survival”,Journal of Industrial Economics, 49(1), pp. 21~43. [24]Aghion, P., P. Howitt, and S. Prantl, 2015, “Patent Rights, Product Market Reforms, and Innovation”,Journal of Economic Growth, 20, pp. 223~262. [25]Akerlof, G., 1970, “The Market for ‘Lemons’: Quality Uncertainty and the Market Mechanism”,Quarterly Journal of Economics, 84(3), pp. 488~500. [26]Alimov, A., 2019, “Intellectual Property Rights Reform and the Cost of Corporate Debt”,Journal of International Money and Finance, 91, pp. 195~211. [27]Ang, J., Y. Cheng and C. Wu, 2014, “Does Enforcement of Intellectual Property Rights Matter in China? Evidence from Financing and Investment Choices in the High-tech Industry”,Review of Economics and Statistics, 96(2), pp. 332~348. [28]Bae, K. and V. Goyal, 2009, “Creditor Rights, Enforcement, and Bank Loans”,Journal of Finance, 64(2), pp. 823~860. [29]Branstetter, L., R. Fisman and C. Foley, 2006, “Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from US Firm-level Panel Data”,Quarterly Journal of Economics, 121(1), pp. 321~349. [30]Carpenter, R. and B. Petersen, 2002, “Capital Market Imperfections, High-tech Investment, and New Equity Financing”,Economic Journal, 112(477), pp. F54~F72. [31]Chava, S., V. Nanda and S. Xiao, 2017, “Lending to Innovative Firms”,Review of Corporate Finance Studies, 6(2), pp. 234~289. [32]Contigiani, A., D. Hsu and I. Barankay, 2018, “Trade Secrets and Innovation: Evidence from the ‘Inevitable Disclosure’ Doctrine”,Strategic Management Journal, 39(11), pp. 2921~2942. [33]Cornaggia, J., Y. Mao, X. Tian, and B. Wolfe, 2015 “Does Banking Competition Affect Innovation?”, Journal of Financial Economics, 115(1), pp. 189~209. [34]Drucker, S. and M. Puri, 2005, “On the Benefits of Concurrent Lending and Underwriting”,Journal of Finance, 60(6), pp. 2763~2799. [35]Eberhart, A., W. Maxwell and A. Siddique, 2008, “A Reexamination of the Tradeoff between the Future Benefit and Riskiness of R&D Increases”,Journal of Accounting Research, 46(1), pp. 27~52. [36]Fang, L., J. Lerner and C. Wu, 2017, “Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China”,Review of Financial Studies, 30(7), pp. 2446~2477. [37]Ge, W., J. Kim and B. Song, 2012, “Internal Governance, Legal Institutions and Bank Loan Contracting Around the World”,Journal of Corporate Finance, 18(3), pp. 413~432. [38]Hau, H., Y. Huang, C. Lin, H. Shan, Z. Sheng and L. Wei, 2024, “FinTech Credit and Entrepreneurial Growth”,Journal of Finance, 79(5), pp. 3309~3359. [39]Kerr, W. and R. Nanda, 2015, “Financing Innovation”,Annual Review of Financial Economics, 7(1), pp. 445~462. [40]La Porta, R., F. Lopez-de-Silanes, A. Shleifer and R. Vishny, 1998, “Law and Finance”,Journal of Political Economy, 106(6), pp. 1113~1155. [41]Levitas, E. and M. McFadyen, 2015, “The Role of R&D and Patent Signaling in Altering Firms’ Financing Constraints”,Academy of Management Proceedings, (1), 13700. [42]Milani, S. and R. Neumann, 2022, “R&D, Patents, and Financing Constraints of the Top Global Innovative Firms”,Journal of Economic Behavior and Organization, 196, pp. 546~567. [43]Ottoz, E. and F. Cugno, 2008, “Patent-secret Mix in Complex Product Firms”,American Law and Economics Review, 10(1), pp. 142~158. [44]Qian, J. and P. Strahan, 2007, “How Law and Institutions Shape Financial Contracts: The Case of Bank Loans”,Journal of Finance, 62(6), pp. 2803~2834. [45]Stiglitz, J. and A. Weiss, 1981, “Credit Rationing in Markets with Imperfect Information”,American Economic Review, 71(3), pp. 393~410. [46]Sufi, A, 2007, “Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans”,Journal of Finance, 62(2), pp. 629~668. [47]Teece, D, 1986, “Profiting from Technological Innovation: Implications for Integration, Collaboration, Licensing and Public Policy”,Research Policy, 15(6), pp. 285~305.