IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v84y2024icp78-97.html
   My bibliography  Save this article

Does improved credit access promote pollution reduction? The role of bank proximity

Author

Listed:
  • Guo, Lin
  • Zhu, Huzhou
  • Zhang, Chunyuan
  • Liu, Ying
  • Yang, Chunxiao

Abstract

The impact of the spatial proximity between banks and enterprises on industrial pollution reduction remains underexplored, particularly in areas with limited credit access. Previous studies have focused on the influence of environmental regulations and green credit initiatives; however, the significance of the financial sector's spatial distribution remains uninvestigated. Our research develops a model illustrating that improved credit access facilitates greater investment in emission reduction, leading to more effective pollution control as financing becomes more accessible. Using data from China's bank branch expansion, we empirically show that closer proximity between banks and enterprises significantly enhances pollution mitigation efforts. Our findings reveal that a more accessible banking network eases credit constraints and promotes eco-friendly practices without impeding economic growth, particularly by aiding less efficient and more polluting enterprises. This study sheds light on the crucial role of financial accessibility in advancing environmental performance and provides valuable insights for policymakers and financial strategists.

Suggested Citation

  • Guo, Lin & Zhu, Huzhou & Zhang, Chunyuan & Liu, Ying & Yang, Chunxiao, 2024. "Does improved credit access promote pollution reduction? The role of bank proximity," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 78-97.
  • Handle: RePEc:eee:ecanpo:v:84:y:2024:i:c:p:78-97
    DOI: 10.1016/j.eap.2024.08.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592624002066
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2024.08.019?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. Hans Degryse & Steven Ongena, 2005. "Distance, Lending Relationships, and Competition," Journal of Finance, American Finance Association, vol. 60(1), pages 231-266, February.
    2. Zhu, Junbing & Grigoriadis, Theocharis N., 2022. "Chinese dialects, culture & economic performance," China Economic Review, Elsevier, vol. 73(C).
    3. Neil Lee & Ross Brown, 2017. "Innovation, SMEs and the liability of distance: the demand and supply of bank funding in UK peripheral regions," Journal of Economic Geography, Oxford University Press, vol. 17(1), pages 233-260.
    4. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    5. Fan, Haichao & Peng, Yuchao & Wang, Huanhuan & Xu, Zhiwei, 2021. "Greening through finance?," Journal of Development Economics, Elsevier, vol. 152(C).
    6. Head, Keith & Mayer, Thierry, 2014. "Gravity Equations: Workhorse,Toolkit, and Cookbook," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 131-195, Elsevier.
    7. Jiang, Liangliang & Lin, Chen & Lin, Ping, 2014. "The determinants of pollution levels: Firm-level evidence from Chinese manufacturing," Journal of Comparative Economics, Elsevier, vol. 42(1), pages 118-142.
    8. James E. Anderson & Eric van Wincoop, 2003. "Gravity with Gravitas: A Solution to the Border Puzzle," American Economic Review, American Economic Association, vol. 93(1), pages 170-192, March.
    9. Ting Chen & James Kai-sing Kung & Chicheng Ma, 2020. "Long Live Keju! The Persistent Effects of China’s Civil Examination System," The Economic Journal, Royal Economic Society, vol. 130(631), pages 2030-2064.
    10. Tianshu Zhao & Dylan Jones-Evans, 2017. "SMEs, banks and the spatial differentiation of access to finance," Journal of Economic Geography, Oxford University Press, vol. 17(4), pages 791-824.
    11. Ang, James S. & Cheng, Yingmei & Wu, Chaopeng, 2015. "Trust, Investment, and Business Contracting," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 50(3), pages 569-595, June.
    12. Dana C. Andersen, 2016. "Credit Constraints, Technology Upgrading, and the Environment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 283-319.
    13. 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.
    14. Baik, Bok & Kang, Jun-Koo & Kim, Jin-Mo, 2010. "Local institutional investors, information asymmetries, and equity returns," Journal of Financial Economics, Elsevier, vol. 97(1), pages 81-106, July.
    15. Tian, Zongtao & Shen, Yongchang & Chen, Zhibin, 2024. "How does bank branch expansion affect ESG: Evidence from Chinese commercial banks," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 502-514.
    16. Bose, Udichibarna & Mallick, Sushanta & Tsoukas, Serafeim, 2020. "Does easing access to foreign financing matter for firm performance?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    17. Dixit, Avinash K & Stiglitz, Joseph E, 1977. "Monopolistic Competition and Optimum Product Diversity," American Economic Review, American Economic Association, vol. 67(3), pages 297-308, June.
    18. Lucas, Marilyn T. & Noordewier, Thomas G., 2016. "Environmental management practices and firm financial performance: The moderating effect of industry pollution-related factors," International Journal of Production Economics, Elsevier, vol. 175(C), pages 24-34.
    19. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    20. Anouliès, Lisa, 2017. "Heterogeneous firms and the environment: a cap-and-trade program," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 84-101.
    21. Huang, Geng & He, Ling-Yun & Lin, Xi, 2022. "Robot adoption and energy performance: Evidence from Chinese industrial firms," Energy Economics, Elsevier, vol. 107(C).
    22. Forslid, Rikard & Okubo, Toshihiro & Ulltveit-Moe, Karen Helene, 2018. "Why are firms that export cleaner? International trade, abatement and environmental emissions," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 166-183.
    23. Simon Kuznets, 1955. "International Differences in Capital Formation and Financing," NBER Chapters, in: Capital Formation and Economic Growth, pages 19-111, National Bureau of Economic Research, Inc.
    24. Mirza, Nawazish & Afzal, Ayesha & Umar, Muhammad & Skare, Marinko, 2023. "The impact of green lending on banking performance: Evidence from SME credit portfolios in the BRIC," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 843-850.
    25. 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.
    26. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    27. Knyazeva, Anzhela & Knyazeva, Diana, 2012. "Does being your bank’s neighbor matter?," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1194-1209.
    28. Duan, Yuwan & Ji, Ting & Lu, Yi & Wang, Siying, 2021. "Environmental regulations and international trade: A quantitative economic analysis of world pollution emissions," Journal of Public Economics, Elsevier, vol. 203(C).
    29. Atif Mian, 2006. "Distance Constraints: The Limits of Foreign Lending in Poor Economies," Journal of Finance, American Finance Association, vol. 61(3), pages 1465-1505, June.
    30. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    31. Mettetal, Elizabeth, 2019. "Irrigation dams, water and infant mortality: Evidence from South Africa," Journal of Development Economics, Elsevier, vol. 138(C), pages 17-40.
    32. Qihang Xue & Huimin Wang & Caiquan Bai, 2023. "Local green finance policies and corporate ESG performance," International Review of Finance, International Review of Finance Ltd., vol. 23(4), pages 721-749, December.
    33. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish D., 2023. "Bank competition and corporate employment: Evidence from the geographic distribution of bank branches in China," Journal of Banking & Finance, Elsevier, vol. 154(C).
    34. Victor Motta, 2020. "Lack of access to external finance and SME labor productivity: does project quality matter?," Small Business Economics, Springer, vol. 54(1), pages 119-134, January.
    35. Junxiu Sun & Feng Wang & Haitao Yin & Bing Zhang, 2019. "Money Talks: The Environmental Impact of China's Green Credit Policy," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(3), pages 653-680, June.
    36. Guojun He & Shaoda Wang & Bing Zhang, 2020. "Watering Down Environmental Regulation in China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2135-2185.
    37. Becchetti, Leonardo & Trovato, Giovanni, 2002. "The Determinants of Growth for Small and Medium Sized Firms: The Role of the Availability of External Finance," Small Business Economics, Springer, vol. 19(4), pages 291-306, December.
    38. Hoai-Luu Q. Nguyen, 2019. "Are Credit Markets Still Local? Evidence from Bank Branch Closings," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 1-32, January.
    39. 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).
    40. Andersen, Dana C., 2017. "Do credit constraints favor dirty production? Theory and plant-level evidence," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 189-208.
    41. 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.
    42. Wu, Haoyi & Guo, Huanxiu & Zhang, Bing & Bu, Maoliang, 2017. "Westward movement of new polluting firms in China: Pollution reduction mandates and location choice," Journal of Comparative Economics, Elsevier, vol. 45(1), pages 119-138.
    43. Qin, Yong & Xu, Zeshui & Wang, Xinxin & Škare, Marinko, 2023. "The effects of financial institutions on the green energy transition: A cross-sectional panel study," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 524-542.
    44. Wu, Yizhong & Liu, Xiaoxing & Tang, Chun, 2024. "Carbon Market and corporate financing behavior-From the perspective of constraints and demand," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 873-889.
    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. Thomas Pernet & Mathilde Maurel & Zhao Ruili, 2023. "Internal finance, financial constraint and pollution emissions: evidence from China," Documents de travail du Centre d'Economie de la Sorbonne 23015, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    2. Xu, Rui & Zhang, Hao & Han, Minghui & Yang, Leo Yang, 2025. "Robot adoption and corporate pollution emissions: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 90(C).
    3. Huang, Geng & Lin, Xi & He, Ling-Yun, 2023. "Good for the environment? Foreign investment opening in service sector and firm's energy efficiency," Energy Economics, Elsevier, vol. 127(PA).
    4. Shangguan, Yiwen & Feng, Qiyangfan, 2024. "Environmental bonuses of employment protection: Evidence from labor contract law in China," Energy Economics, Elsevier, vol. 129(C).
    5. Huang, Geng & He, Ling-Yun & Lin, Xi, 2023. "Deterioration or improvement? Intermediate product import and enterprises' environmental performance," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 139-150.
    6. Xu Ou & Haiwei Jiang, 2023. "The Impact of Environmental Regulation on Firm Performance: Evidence from the Pulp and Paper Industry in China," IJERPH, MDPI, vol. 20(4), pages 1-18, February.
    7. Shizhong Peng & Haoran Peng & Shirong Pan & Jun Wu, 2023. "Digital Transformation, Green Innovation, and Pollution Abatement: Evidence from China," Sustainability, MDPI, vol. 15(8), pages 1-18, April.
    8. Mikaela Backman & Tina Wallin, 2018. "Access to banks and external capital acquisition: perceived innovation obstacles," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 161-187, July.
    9. He, Ling-Yun & Huang, Geng, 2023. "Can importing improve the energy efficiency? Theory and evidence from Chinese industrial firms," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 451-469.
    10. 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.
    11. Chen, Shiyi & Chen, Tao & Lou, Pingyi & Song, Hong & Wu, Chenyu, 2023. "Bank deregulation and corporate environmental performance," World Development, Elsevier, vol. 161(C).
    12. Xinze Li & Luojia Wang & Kerui Du, 2023. "How do environmental regulations influence resource misallocation in China? The role of investment flows," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 538-550, January.
    13. Shiyi Chen & Xiaoxiao Ding & Pingyi Lou & Hong Song, 2022. "New evidence of moral hazard: Environmental liability insurance and firms' environmental performance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(3), pages 581-613, September.
    14. Dan Xie, 2024. "China’s Manufacturing Pollution, Environmental Regulation and Trade," FIW Working Paper series 198, FIW.
    15. Giorgio Barba Navaretti & Anna Cecilia Rosso, 2023. "Access to capital markets and the geography of productivity leaders and laggards," Journal of Regional Science, Wiley Blackwell, vol. 63(1), pages 64-113, January.
    16. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    17. He, Zhenyu & Tang, Yuwei, 2023. "Local environmental constraints and firms’ export product quality: Evidence from China," Economic Modelling, Elsevier, vol. 124(C).
    18. Zhang, Ming-ang & Lu, Shuling & Zhang, Sihan & Bai, Yanfeng, 2023. "The unintended consequence of minimum wage hikes: Evidence based on firms' pollution emission," Energy Economics, Elsevier, vol. 125(C).
    19. Mathilde Maurel & Thomas Pernet & Zhao Ruili, 2019. "Financial Dependencies, Environmental Regulation and Pollution Intensity: Evidence From China," Post-Print halshs-02423350, HAL.
    20. Oliver Rehbein & Simon Rother, 2020. "The Role of Social Networks in Bank Lending," ECONtribute Discussion Papers Series 033, University of Bonn and University of Cologne, Germany.

    More about this item

    Keywords

    Pollution reduction; Improved credit access; Bank branch expansion;
    All these keywords.

    JEL classification:

    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth

    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:78-97. 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.