IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v84y2024icp1370-1380.html
   My bibliography  Save this article

Financial geographic structure and innovation quality: Evidence from Chinese firms amid economic policy uncertainty

Author

Listed:
  • Yue, Hua
  • Wang, Haiyan
  • Jin, Peizhen

Abstract

In countries where indirect financing dominates, the geographic distribution of financial resources to firms is crucial in enhancing credit availability and improving innovation quality. This study examines the impact and heterogeneity of financial geographic structure on firm innovation quality. Using the number of bank branches surrounding Chinese listed companies as a proxy for financial geographic structure, we employ a multidimensional fixed effects model and Heckman's two-stage method, finding that a higher density of bank branches significantly enhances firms’ access to credit. This fosters innovation by increasing invention patent applications in high-tech non-state-owned enterprises and green patent applications in non-high-tech state-owned enterprises. However, as economic policy uncertainty increases, the positive effect of financial geographic structure on firm innovation diminishes. Hence, countries facing substantial policy uncertainty and relying on indirect financing must strengthen multilevel financial markets and encourage commercial banks to provide greater support for firms pursuing higher levels of innovation.

Suggested Citation

  • Yue, Hua & Wang, Haiyan & Jin, Peizhen, 2024. "Financial geographic structure and innovation quality: Evidence from Chinese firms amid economic policy uncertainty," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 1370-1380.
  • Handle: RePEc:eee:ecanpo:v:84:y:2024:i:c:p:1370-1380
    DOI: 10.1016/j.eap.2024.10.028
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592624002832
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2024.10.028?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. Nemlioglu, Ilayda & Mallick, Sushanta K., 2020. "Do innovation-intensive firms mitigate their valuation uncertainty during bad times?," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 913-940.
    2. Michael Park & Erin Leahey & Russell J. Funk, 2023. "Papers and patents are becoming less disruptive over time," Nature, Nature, vol. 613(7942), pages 138-144, January.
    3. Kenneth P. Brevoort & Timothy H. Hannan, 2004. "Commercial lending and distance: evidence from Community Reinvestment Act data," Finance and Economics Discussion Series 2004-24, Board of Governors of the Federal Reserve System (U.S.).
    4. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    5. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    6. Li, Xiang, 2022. "How does economic policy uncertainty affect corporate debt maturity?," IWH Discussion Papers 5/2022, Halle Institute for Economic Research (IWH).
    7. Knyazeva, Anzhela & Knyazeva, Diana, 2012. "Does being your bank’s neighbor matter?," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1194-1209.
    8. Li, Wanli & Su, Yueying & Wang, Kaixiu, 2022. "How does economic policy uncertainty affect cross-border M&A: Evidence from Chinese firms," Emerging Markets Review, Elsevier, vol. 52(C).
    9. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    10. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    11. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2008. "Political connections of newly privatized firms," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 654-673, December.
    12. Jin, Peizhen & Mangla, Sachin Kumar & Song, Malin, 2022. "The power of innovation diffusion: How patent transfer affects urban innovation quality," Journal of Business Research, Elsevier, vol. 145(C), pages 414-425.
    13. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    14. Andrea F. Presbitero & Roberta Rabellotti, 2014. "Geographical Distance And Moral Hazard In Microcredit: Evidence From Colombia," Journal of International Development, John Wiley & Sons, Ltd., vol. 26(1), pages 91-108, January.
    15. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2013. "Do banks price discriminate spatially? Evidence from small business lending in local credit markets," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4183-4197.
    16. Liu, Shiyuan & Du, Jiang & Zhang, Weike & Tian, Xiaoli & Kou, Gang, 2021. "Innovation quantity or quality? The role of political connections," Emerging Markets Review, Elsevier, vol. 48(C).
    17. Ahamed, M. Mostak & Luintel, Kul B. & Mallick, Sushanta K., 2023. "Does local knowledge spillover matter for firm productivity? The role of financial access and corporate governance," Research Policy, Elsevier, vol. 52(8).
    18. Tim Kovalenko, 2024. "Uncertainty shocks and employment fluctuations in Germany: the role of establishment size," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 451-468.
    19. Ross Levine & Chen Lin & Lai Wei, 2017. "Insider Trading and Innovation," Journal of Law and Economics, University of Chicago Press, vol. 60(4), pages 749-800.
    20. He, Chao & Li, Yanxi & Zhu, Jiawei, 2022. "The effect of firm-level perception of uncertainty on innovation: Evidence from China’s listed firms," Economics Letters, Elsevier, vol. 221(C).
    21. Zhang, Weike & Luo, Qian & Zhang, Yufeng & Yu, Ao, 2023. "Does green credit policy matter for corporate exploratory innovation? Evidence from Chinese enterprises," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 820-834.
    22. Frederique Savignac, 2008. "Impact Of Financial Constraints On Innovation: What Can Be Learned From A Direct Measure?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(6), pages 553-569.
    23. Degryse, Hans & Ongena, Steven, 2007. "The impact of competition on bank orientation," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 399-424, July.
    24. Joshy Easaw & Christian Grimme, 2024. "The relationship between aggregate uncertainty and firm-level uncertainty," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 1108-1127.
    25. Yu, Jian & Shi, Xunpeng & Guo, Dongmei & Yang, Longjian, 2021. "Economic policy uncertainty (EPU) and firm carbon emissions: Evidence using a China provincial EPU index," Energy Economics, Elsevier, vol. 94(C).
    26. Carrière-Swallow, Yan & Céspedes, Luis Felipe, 2013. "The impact of uncertainty shocks in emerging economies," Journal of International Economics, Elsevier, vol. 90(2), pages 316-325.
    27. Bellucci, Andrea & Borisov, Alexander & Giombini, Germana & Zazzaro, Alberto, 2019. "Collateralization and distance," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 205-217.
    28. Milani, Carlo, 2014. "Borrower–lender distance and loan default rates: Macro evidence from the Italian local markets," Journal of Economics and Business, Elsevier, vol. 71(C), pages 1-21.
    29. Hollander, Stephan & Verriest, Arnt, 2016. "Bridging the gap: the design of bank loan contracts and distance," Journal of Financial Economics, Elsevier, vol. 119(2), pages 399-419.
    30. Xiwen Yin & Dingqing Wang & Jingjing Lu & Lei Liu, 2023. "Does green credit policy promote corporate green innovation? Evidence from China," Economic Change and Restructuring, Springer, vol. 56(5), pages 3187-3215, October.
    31. Ginger Turner, 2011. "Financial geography and access as determinants of exports," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 4(2), pages 269-286.
    32. Ren, Xiaohang & Xia, Xixia & Taghizadeh-Hesary, Farhad, 2023. "Uncertainty of uncertainty and corporate green innovation—Evidence from China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 634-647.
    33. Lu, Chao & Yang, Meng & Xia, Xiaoxue, 2023. "Economic policy uncertainty and default risk: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 821-836.
    34. Xiao, Sheng & Zhao, Shan, 2012. "Financial development, government ownership of banks and firm innovation," Journal of International Money and Finance, Elsevier, vol. 31(4), pages 880-906.
    35. Dell'Ariccia, Giovanni & Marquez, Robert, 2004. "Information and bank credit allocation," Journal of Financial Economics, Elsevier, vol. 72(1), pages 185-214, April.
    36. Huseyin Gulen & Mihai Ion, 2016. "Editor's Choice Policy Uncertainty and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 523-564.
    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. Shengrui Li & Leyi Chen & Yushuang Li & Ling Liu, 2024. "Financial Density and Innovation Quality: Evidence from the Geographic Distribution of Financial Institutions in China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 16868-16912, December.
    2. Luca Papi & Emma Sarno & Alberto Zazzaro, 2017. "The geographical network of bank organizations: issues and evidence for Italy," Chapters, in: Ron Martin & Jane Pollard (ed.), Handbook on the Geographies of Money and Finance, chapter 8, pages 156-196, Edward Elgar Publishing.
    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. Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
    5. Bellucci, Andrea & Borisov, Alexander & Giombini, Germana & Zazzaro, Alberto, 2019. "Collateralization and distance," Journal of Banking & Finance, Elsevier, vol. 100(C), pages 205-217.
    6. Djedidi-Kooli, Salima, 2009. "L’accès au financement des PME en France : quel rôle joué par la structure du système bancaire ?," Economics Thesis from University Paris Dauphine, Paris Dauphine University, number 123456789/8354 edited by Etner, François.
    7. Ghosh, Chinmoy & He, Fan, 2023. "The impact of laws and institutions on financial contracts: Evidence from relationship lending across the world," Journal of Banking & Finance, Elsevier, vol. 148(C).
    8. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2013. "Do banks price discriminate spatially? Evidence from small business lending in local credit markets," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4183-4197.
    9. van der Plaat, Mark, 2020. "Loan sales and the tyranny of tistance in U.S. residential mortgage lending," MPRA Paper 107519, University Library of Munich, Germany, revised 20 Apr 2021.
    10. Andrea Bellucci & Alexander Borisov & Germana Giombini & Alberto Zazzaro, 2015. "Collateral and Local Lending: Testing the Lender-Based Theory," IAW Discussion Papers 119, Institut für Angewandte Wirtschaftsforschung (IAW).
    11. Anders Kärnä & Agostino Manduchi & Andreas Stephan, 2021. "Distance still matters: Local bank closures and credit availability," International Review of Finance, International Review of Finance Ltd., vol. 21(4), pages 1503-1510, December.
    12. Lin Tian & Liang Han & Biao Mi, 2020. "Bank competition, information specialization and innovation," Review of Quantitative Finance and Accounting, Springer, vol. 54(3), pages 1011-1035, April.
    13. Christoph Herpfer & Aksel Mjøs & Cornelius Schmidt, 2023. "The Causal Impact of Distance on Bank Lending," Management Science, INFORMS, vol. 69(2), pages 723-740, February.
    14. Mo Chen & Xuhua Hu & Jijian Zhang & Zhe Xu & Guang Yang & Zenan Sun, 2023. "Are Firms More Willing to Seek Green Technology Innovation in the Context of Economic Policy Uncertainty? —Evidence from China," Sustainability, MDPI, vol. 15(19), pages 1-24, September.
    15. Tian, Yulu & Su, Qin, 2024. "Digital transformation, information and lending distance -Evidence from Chinese bank branch data," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 545-560.
    16. 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.
    17. William, Mbanyele & Fengrong, Wang, 2022. "Economic policy uncertainty and industry innovation: Cross country evidence," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 208-228.
    18. Robert Bird & John Knopf, 2015. "The Impact of Local Knowledge on Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 48(1), pages 1-20, August.
    19. Navaretti, Giorgio Barba & Rosso, Anna, 2023. "Access to capital markets and the geography of productivity leaders and laggards," LSE Research Online Documents on Economics 126435, London School of Economics and Political Science, LSE Library.
    20. Huang, Chenghao & Luo, Chenyu & Kuang, Xuewen, 2025. "Share repurchases under economic policy uncertainty: Evidence from China," Economic Modelling, Elsevier, vol. 144(C).

    More about this item

    Keywords

    Economic policy uncertainty; Financial geographic structure; Innovation quality; Moderating effect;
    All these keywords.

    JEL classification:

    • E66 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - General Outlook and Conditions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

    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:ecanpo:v:84:y:2024:i:c:p:1370-1380. 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.journals.elsevier.com/economic-analysis-and-policy .

    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.