IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i5p1725-d1342028.html
   My bibliography  Save this article

How Urban-Level Credit Expansion Affects the Quality of Green Innovation: Evidence from China

Author

Listed:
  • Zhengge Song

    (School of Economics, Guangxi University, Nanning 530004, China)

  • Jingjing Tang

    (School of Economics, Guangxi University, Nanning 530004, China)

  • Haijian Zeng

    (School of Economics, Guangxi University, Nanning 530004, China)

  • Fangying Pang

    (School of Economics, Guangxi University, Nanning 530004, China)

Abstract

We take the economic stimulus package in China as a quasi-natural experiment to investigate the effect of urban credit expansion on the quality of green innovation at the city level. The analysis takes urban-level and firm-level data from 2004 to 2015 and adopts the PSM-DID approach. Our empirical results suggest that the implementation of credit expansion makes a significant contribution to the improvement of green patent quality. In addition, the mechanism suggests that urban credit expansion policies promote corporate green innovation through channels such as providing credit expansion and a lower cost of financing enterprise transformation and upgrading. This research also suggest that credit expansion promotes economic growth while also incentivising first-tier cities to engage in more green transformations and upgrade to improve the quality of green patents. Our findings also provide an important insight for the implementation of credit expansion policies and the achievement of sustainable development in countries around the world, particularly in developing countries. Finally, this paper argues that China’s credit expansion policy in 2009 has played a role in improving the quality of green innovation and improving green transformation.

Suggested Citation

  • Zhengge Song & Jingjing Tang & Haijian Zeng & Fangying Pang, 2024. "How Urban-Level Credit Expansion Affects the Quality of Green Innovation: Evidence from China," Sustainability, MDPI, vol. 16(5), pages 1-22, February.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:5:p:1725-:d:1342028
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/5/1725/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/5/1725/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Valerie R. Bencivenga & Bruce D. Smith, 1991. "Financial Intermediation and Endogenous Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 195-209.
    2. Chen, Zhuo & He, Zhiguo & Liu, Chun, 2020. "The financing of local government in China: Stimulus loan wanes and shadow banking waxes," Journal of Financial Economics, Elsevier, vol. 137(1), pages 42-71.
    3. Shao-Zhou Qi & Chao-Bo Zhou & Kai Li & Si-Yan Tang, 2021. "Influence of a pilot carbon trading policy on enterprises’ low-carbon innovation in China," Climate Policy, Taylor & Francis Journals, vol. 21(3), pages 318-336, March.
    4. Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
    5. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    6. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    7. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    8. Psillaki, Maria & Tsolas, Ioannis E. & Margaritis, Dimitris, 2010. "Evaluation of credit risk based on firm performance," European Journal of Operational Research, Elsevier, vol. 201(3), pages 873-881, March.
    9. Min Hong & Zhenghui Li & Benjamin Drakeford, 2021. "Do the Green Credit Guidelines Affect Corporate Green Technology Innovation? Empirical Research from China," IJERPH, MDPI, vol. 18(4), pages 1-21, February.
    10. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    11. William R. Kerr & Ramana Nanda, 2010. "Banking Deregulations, Financing Constraints, and Firm Entry Size," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 582-593, 04-05.
    12. Liu, Qing & Qiu, Larry D., 2016. "Intermediate input imports and innovations: Evidence from Chinese firms' patent filings," Journal of International Economics, Elsevier, vol. 103(C), pages 166-183.
    13. Tao, Chang-Qi & Yi, Meng-Ying & Wang, Chang-Song, 2023. "Coupling coordination analysis and Spatiotemporal heterogeneity between data elements and green development in China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 1-15.
    14. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    15. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    16. Shixian Ling & Guosheng Han & Dong An & William Cannon Hunter & Hui Li, 2020. "The Impact of Green Credit Policy on Technological Innovation of Firms in Pollution-Intensive Industries: Evidence from China," Sustainability, MDPI, vol. 12(11), pages 1-16, June.
    17. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    18. William Kerr & Ramana Nanda, 2009. "Financing Constraints and Entrepreneurship," NBER Working Papers 15498, National Bureau of Economic Research, Inc.
    19. Zou, Hong & Adams, Mike B., 2008. "Debt Capacity, Cost of Debt, and Corporate Insurance," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(2), pages 433-466, June.
    20. Krishna Udayasankar, 2008. "Corporate Social Responsibility and Firm Size," Journal of Business Ethics, Springer, vol. 83(2), pages 167-175, December.
    21. Mert Gürlek & Muharrem Tuna, 2018. "Reinforcing competitive advantage through green organizational culture and green innovation," The Service Industries Journal, Taylor & Francis Journals, vol. 38(7-8), pages 467-491, June.
    22. Xiaoguang Zhou & Yadi Cui, 2019. "Green Bonds, Corporate Performance, and Corporate Social Responsibility," Sustainability, MDPI, vol. 11(23), pages 1-27, December.
    23. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    24. Doyle, Jeffrey & Ge, Weili & McVay, Sarah, 2007. "Determinants of weaknesses in internal control over financial reporting," Journal of Accounting and Economics, Elsevier, vol. 44(1-2), pages 193-223, September.
    25. Magat, Wesley A., 1978. "Pollution control and technological advance: A dynamic model of the firm," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 1-25, March.
    26. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    27. Luis Angeles, 2015. "Credit expansion and the economy," Applied Economics Letters, Taylor & Francis Journals, vol. 22(13), pages 1064-1072, September.
    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. Berger, Allen N. & Molyneux, Phil & Wilson, John O.S., 2020. "Banks and the real economy: An assessment of the research," Journal of Corporate Finance, Elsevier, vol. 62(C).
    2. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
    3. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    4. Berger, Allen N. & Chen, Ruiyuan (Ryan) & El Ghoul, Sadok & Guedhami, Omrane, 2020. "Who wins and who loses from bank geographic deregulation? Analysis of financially constrained and unconstrained firms," Journal of Corporate Finance, Elsevier, vol. 65(C).
    5. Jiang, Tianjiao & Levine, Ross & Lin, Chen & Wei, Lai, 2020. "Bank deregulation and corporate risk," Journal of Corporate Finance, Elsevier, vol. 60(C).
    6. Ọláyínká Oyèkọ́lá, 2021. "Finance and inequality in a panel of US States," Empirical Economics, Springer, vol. 61(5), pages 2739-2795, November.
    7. Kandilov, Ivan T. & Leblebicioğlu, Aslı & Petkova, Neviana, 2017. "Cross-border mergers and acquisitions: The importance of local credit and source country finance," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 288-318.
    8. Chen, Shenglan & Ma, Hui & Teng, Haimeng & Wu, Qiang, 2022. "Banking liberalization and corporate tax planning: Evidence from natural experiments," Journal of Corporate Finance, Elsevier, vol. 76(C).
    9. Jeffrey J. Burks & Christine Cuny & Joseph Gerakos & João Granja, 2018. "Competition and voluntary disclosure: evidence from deregulation in the banking industry," Review of Accounting Studies, Springer, vol. 23(4), pages 1471-1511, December.
    10. Kais Mtar & Walid Belazreg, 2023. "On the nexus of innovation, trade openness, financial development and economic growth in European countries: New perspective from a GMM panel VAR approach," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 766-791, January.
    11. Liu, Xiaoling & Wu, Yuhui & Zhang, Huan, 2023. "Collateral-based monetary policy and corporate employment: Evidence from Medium-term Lending Facility in China," Journal of Corporate Finance, Elsevier, vol. 78(C).
    12. Silvia Ardagna & Annamaria Lusardi, 2010. "Heterogeneity in the Effect of Regulation on Entrepreneurship and Entry Size," Journal of the European Economic Association, MIT Press, vol. 8(2-3), pages 594-605, 04-05.
    13. Pere Arqué-Castells & Elisabet Viladecans-Marsal, 2013. "Banking towards development: Evidence from the Spanish banking expansion plan," Working Papers 2013/8, Institut d'Economia de Barcelona (IEB).
    14. Chen Lin & Sibo Liu & Lai Wei, 2023. "Banking and innovation: a review," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 21(1), pages 143-176, January.
    15. Heller, David, 2024. "Financial market integration and the effects of financing constraints on innovation," Research Policy, Elsevier, vol. 53(4).
    16. Cornaggia, Jess & Li, Jay Yin, 2019. "The value of access to finance: Evidence from M&As," Journal of Financial Economics, Elsevier, vol. 131(1), pages 232-250.
    17. Mi, Biao & Zhang, Luqiao & Han, Liang & Shen, Yun, 2024. "Bank market power and financial reporting quality," Journal of Corporate Finance, Elsevier, vol. 84(C).
    18. Tian, Jing & Li, Haiwei & You, Pin, 2022. "Economic policy uncertainty, bank loan, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 76(C).
    19. Geraldo Cerqueiro & Deepak Hegde & María Fabiana Penas & Robert C. Seamans, 2017. "Debtor Rights, Credit Supply, and Innovation," Management Science, INFORMS, vol. 63(10), pages 3311-3327, October.
    20. Drexler, Alejandro & Guettler, Andre & Taskin, Ahmet Ali, 2023. "Competition between arm’s length and relational lenders: Who wins the contest?," Journal of International Money and Finance, Elsevier, vol. 137(C).

    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:gam:jsusta:v:16:y:2024:i:5:p:1725-:d:1342028. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.