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Bank agglomeration and corporate environmental responsibility performance: Evidence from Chinese bank branch data

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  • Tan, Weijie
  • Shen, Minghao
  • Pang, Yubiao
  • Liu, Yiqian

Abstract

While corporate environmental responsibility (CER) has attracted widespread attention in recent years, there is still very little understanding as regards whether bank agglomeration affects CER practices. This study has measured the agglomeration of bank branches around Chinese listed enterprises from 2011 to 2020 using Python and the Baidu Map API. For the first time, the study has revealed that, bank agglomeration can have a positive impact on CER practices by reducing financial constraints on enterprises and fostering green business practices. This impact is more significant for private enterprises, enterprises with high costs of equity, enterprises in non-pollution-intensive industries, and enterprises in highly marketized regions. CER performance can be better enhanced by the clustering of state-owned, local, and foreign bank branches around enterprises. In addition, the entry and exit of bank branches can improve CER performance as it can foster the effective allocation of financial resources, and this effect is more evident for private enterprises. To conclude, this study has evaluated the value of bank branch evolution for the environment and society of emerging countries.

Suggested Citation

  • Tan, Weijie & Shen, Minghao & Pang, Yubiao & Liu, Yiqian, 2024. "Bank agglomeration and corporate environmental responsibility performance: Evidence from Chinese bank branch data," International Review of Financial Analysis, Elsevier, vol. 91(C).
    • Handle: RePEc:eee:finana:v:91:y:2024:i:c:s1057521923005379
    DOI: 10.1016/j.irfa.2023.103021
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    as
    1. Josh Lerner & Morten Sorensen & Per Strömberg, 2011. "Private Equity and Long‐Run Investment: The Case of Innovation," Journal of Finance, American Finance Association, vol. 66(2), pages 445-477, April.
    2. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    3. Thomas Chaney & David Sraer & David Thesmar, 2012. "The Collateral Channel: How Real Estate Shocks Affect Corporate Investment," American Economic Review, American Economic Association, vol. 102(6), pages 2381-2409, October.
    4. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2004. "Bank Competition and Access to Finance: International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 627-648, June.
    5. Zhang, Qi & Yu, Zhi & Kong, Dongmin, 2019. "The real effect of legal institutions: Environmental courts and firm environmental protection expenditure," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    6. Zhang, Yue & Zhao, Zhao, 2022. "Environmental regulations and corporate social responsibility: Evidence from China's real-time air quality monitoring policy," Finance Research Letters, Elsevier, vol. 48(C).
    7. Ye, Jingjing & Zhang, Aoyang & Dong, Yan, 2019. "Banking reform and industry structure: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 104(C), pages 70-84.
    8. Li, Shuangyan, 2022. "Natural extreme events, government subsidies and corporate environment responsibility: Evidence from China's energy sector," Energy Economics, Elsevier, vol. 114(C).
    9. 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.
    10. Ding, Qian & Huang, Jianbai & Chen, Jinyu, 2023. "Does digital finance matter for corporate green investment? Evidence from heavily polluting industries in China," Energy Economics, Elsevier, vol. 117(C).
    11. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    12. Jennifer Chen & Robin Roberts, 2010. "Toward a More Coherent Understanding of the Organization–Society Relationship: A Theoretical Consideration for Social and Environmental Accounting Research," Journal of Business Ethics, Springer, vol. 97(4), pages 651-665, December.
    13. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    14. Daud, Siti Nurazira Mohd & Ahmad, Abd Halim & Khalid, Airil & Azman-Saini, W.N.W., 2022. "FinTech and financial stability: Threat or opportunity?," Finance Research Letters, Elsevier, vol. 47(PB).
    15. repec:hal:spmain:info:hdl:2441/75koqefued8i7pihbrl9u84p4u is not listed on IDEAS
    16. Li, Wanfu & Jiang, Mengmeng & Zhang, Xuejiao & Wang, Yu & Qu, Xiaoyi, 2023. "Does foreign experience of top management affect corporate environmental responsibility? Evidence from China," Economic Modelling, Elsevier, vol. 122(C).
    17. Chen, Zhao & Poncet, Sandra & Xiong, Ruixiang, 2020. "Local financial development and constraints on domestic private-firm exports: Evidence from city commercial banks in China," Journal of Comparative Economics, Elsevier, vol. 48(1), pages 56-75.
    18. Qu, Chenyao & Shao, Jun & Shi, Zhenkai, 2020. "Does financial agglomeration promote the increase of energy efficiency in China?," Energy Policy, Elsevier, vol. 146(C).
    19. Su, Zhifang & Guo, Qianqian & Lee, Hsiang-Tai, 2022. "Green finance policy and enterprise energy consumption intensity: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 115(C).
    20. Banerjee, Prasenjit & Shogren, Jason F., 2010. "Regulation, reputation, and environmental risk," Economics Letters, Elsevier, vol. 106(1), pages 45-47, January.
    21. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2009. "Banks, Distances and Firms' Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 261-307.
    22. Xiang, Xiaojian & Liu, Chuanjiang & Yang, Mian, 2022. "Who is financing corporate green innovation?," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 321-337.
    23. Sun, Xian & Gunia, Brian C., 2018. "Economic resources and corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 332-351.
    24. Oliver E. Williamson, 2000. "The New Institutional Economics: Taking Stock, Looking Ahead," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 595-613, September.
    25. Hou, Kewei & van Dijk, Mathijs A. & Zhang, Yinglei, 2012. "The implied cost of capital: A new approach," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 504-526.
    26. Dongmin Kong & Xiandong Yang & Chen Liu & Wei Yang, 2020. "Business strategy and firm efforts on environmental protection: Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 445-464, February.
    27. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    28. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    29. Ioannides, Yannis M. & Zhang, Junfu, 2017. "Walled cities in late imperial China," Journal of Urban Economics, Elsevier, vol. 97(C), pages 71-88.
    30. Jing‐Lin Duanmu & Maoliang Bu & Russell Pittman, 2018. "Does market competition dampen environmental performance? Evidence from China," Strategic Management Journal, Wiley Blackwell, vol. 39(11), pages 3006-3030, November.
    31. Wang, Jian & Sun, Furong & Lv, Kangjuan & Wang, Lisha, 2022. "Industrial agglomeration and firm energy intensity: How important is spatial proximity?," Energy Economics, Elsevier, vol. 112(C).
    32. Lemmon, Michael & Roberts, Michael R., 2010. "The Response of Corporate Financing and Investment to Changes in the Supply of Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 555-587, June.
    33. Xie, Rui & Fu, Wei & Yao, Siling & Zhang, Qi, 2021. "Effects of financial agglomeration on green total factor productivity in Chinese cities: Insights from an empirical spatial Durbin model," Energy Economics, Elsevier, vol. 101(C).
    34. Memarian, Mahsa & Benetti, Sara & Trejos, Alberto & Rodríguez-Chaves, Sofía, 2023. "Bank concentration, urban development and firm access to credit in Latin America," Finance Research Letters, Elsevier, vol. 54(C).
    35. Britta Klagge & Ron Martin, 2005. "Decentralized versus centralized financial systems: is there a case for local capital markets?," Journal of Economic Geography, Oxford University Press, vol. 5(4), pages 387-421, August.
    36. 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.
    37. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    38. Wang, Fangjun & Sun, Junqin & Liu, Yang Stephanie, 2019. "Institutional pressure, ultimate ownership, and corporate carbon reduction engagement: Evidence from China," Journal of Business Research, Elsevier, vol. 104(C), pages 14-26.
    39. Boubaker, Sabri & Cellier, Alexis & Manita, Riadh & Saeed, Asif, 2020. "Does corporate social responsibility reduce financial distress risk?," Economic Modelling, Elsevier, vol. 91(C), pages 835-851.
    40. 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.
    41. Bin Liao & Lin Li, 2023. "Urban green innovation efficiency and its influential factors: the Chinese evidence," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6551-6573, July.
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