IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v10y2018i6p2008-d152460.html
   My bibliography  Save this article

The Impact of Green Lending on Credit Risk in China

Author

Listed:
  • Yujun Cui

    (School of Environment, Enterprise and Development (SEED), University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada)

  • Sean Geobey

    (School of Environment, Enterprise and Development (SEED), University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada)

  • Olaf Weber

    (School of Environment, Enterprise and Development (SEED), University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada)

  • Haiying Lin

    (College of Business, Northern Illinois University, 740 Garden Rd, DeKalb, IL 60115, USA)

Abstract

This study explores China’s green credit policy from a credit risk perspective. Green finance has been growing rapidly in China since the government issued its Green Credit Policy. The objective of this study is to explore whether green loans are less risky than non-green loans. Based on a five-year dataset of 24 Chinese banks, we used panel regression techniques, including two-stage least square regression analysis and random-effect panel regression to examine whether a higher green credit ratio reduces a bank’s non-performing loan ratio (NPL ratio). The results suggest that allocating more green loans to the total loan portfolio does reduce a bank’s NPL ratio. We conclude that institutional pressure by the Chinese Green Credit Policy has a positive effect on both the environmental and the financial performance of banks. The study contributes to the literature on the correlation between green lending and credit risks, as well as to the literature on the impact of institutional pressure on environmental and financial risks.

Suggested Citation

  • Yujun Cui & Sean Geobey & Olaf Weber & Haiying Lin, 2018. "The Impact of Green Lending on Credit Risk in China," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:6:p:2008-:d:152460
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/10/6/2008/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/10/6/2008/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    2. Nicholas R. Lardy, 2008. "Financial Repression in China," Policy Briefs PB08-8, Peterson Institute for International Economics.
    3. Gabriel Jiménez & Jesús Saurina, 2006. "Credit Cycles, Credit Risk, and Prudential Regulation," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
    4. Olaf Weber, 2014. "Environmental, Social and Governance Reporting in China," Business Strategy and the Environment, Wiley Blackwell, vol. 23(5), pages 303-317, July.
    5. Reinhart, Karmen & Rogoff, Kenneth, 2009. ""This time is different": panorama of eight centuries of financial crises," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 77-114, March.
    6. Nerlove,Marc, 2005. "Essays in Panel Data Econometrics," Cambridge Books, Cambridge University Press, number 9780521022460, September.
    7. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    8. Vasiliki Makri & Athanasios Tsagkanos & Athanasios Bellas, 2014. "Determinants of Non-Performing Loans: The Case of Eurozone," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 193-206, March.
    9. Paul Krugman, 1999. "Balance Sheets, the Transfer Problem, and Financial Crises," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 6(4), pages 459-472, November.
    10. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    11. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    12. Ferri, Giovanni, 2009. "Are New Tigers supplanting Old Mammoths in China's banking system? Evidence from a sample of city commercial banks," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 131-140, January.
    13. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    14. Reinhart, Carmen & Rogoff, Kenneth, 2009. "This Time It’s Different: Eight Centuries of Financial Folly-Preface," MPRA Paper 17451, University Library of Munich, Germany.
    15. Hu Mengze & Li Wei, 2015. "A Comparative Study on Environment Credit Risk Management of Commercial Banks in the Asia‐Pacific Region," Business Strategy and the Environment, Wiley Blackwell, vol. 24(3), pages 159-174, March.
    16. Lei Wang & Heikki Juslin, 2009. "The Impact of Chinese Culture on Corporate Social Responsibility: The Harmony Approach," Journal of Business Ethics, Springer, vol. 88(3), pages 433-451, October.
    17. Olaf Weber & Asadul Hoque & Mohammad Ayub Islam, 2015. "Incorporating environmental criteria into credit risk management in Bangladeshi banks," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(1-2), pages 1-15, April.
    18. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    19. Reinhart, Carmen & Rogoff, Kenneth, 2009. "This Time It’s Different: Eight Centuries of Financial Folly-Chapter 1," MPRA Paper 17452, University Library of Munich, Germany.
    20. Bert Scholtens & Pontus Cerin & Lars Hassel, 2008. "Sustainable development and socially responsible finance and investing," Sustainable Development, John Wiley & Sons, Ltd., vol. 16(3), pages 137-140.
    21. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    22. Christopher Marquis & Cuili Qian, 2014. "Corporate Social Responsibility Reporting in China: Symbol or Substance?," Organization Science, INFORMS, vol. 25(1), pages 127-148, February.
    23. Chen, Xiaogang & Skully, Michael & Brown, Kym, 2005. "Banking efficiency in China: Application of DEA to pre- and post-deregulation eras: 1993-2000," China Economic Review, Elsevier, vol. 16(3), pages 229-245.
    24. Olaf Weber & Roland W. Scholz & Georg Michalik, 2010. "Incorporating sustainability criteria into credit risk management," Business Strategy and the Environment, Wiley Blackwell, vol. 19(1), pages 39-50, January.
    25. Ghosh, Amit, 2015. "Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states," Journal of Financial Stability, Elsevier, vol. 20(C), pages 93-104.
    26. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    27. Ahlem Selma Messai & Fathi Jouini, 2013. "Micro and Macro Determinants of Non-performing Loan," International Journal of Economics and Financial Issues, Econjournals, vol. 3(4), pages 852-860.
    28. Olaf Weber & Marcus Fenchel & Roland W. Scholz, 2008. "Empirical analysis of the integration of environmental risks into the credit risk management process of European banks," Business Strategy and the Environment, Wiley Blackwell, vol. 17(3), pages 149-159, March.
    29. Park, Albert & Ren, Changqing, 2001. "Microfinance with Chinese Characteristics," World Development, Elsevier, vol. 29(1), pages 39-62, January.
    30. Lin, Xiaochi & Zhang, Yi, 2009. "Bank ownership reform and bank performance in China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 20-29, January.
    31. Kevin C. Murdock & Thomas F. Hellmann & Joseph E. Stiglitz, 2000. "Liberalization, Moral Hazard in Banking, and Prudential Regulation: Are Capital Requirements Enough?," American Economic Review, American Economic Association, vol. 90(1), pages 147-165, March.
    32. Lancaster, Tony, 2000. "The incidental parameter problem since 1948," Journal of Econometrics, Elsevier, vol. 95(2), pages 391-413, April.
    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. Stijn Claessens & M. Ayhan Kose, 2013. "Financial Crises: Explanations, Types and Implications," CAMA Working Papers 2013-06, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    2. Ebrahimi Kahou, Mahdi & Lehar, Alfred, 2017. "Macroprudential policy: A review," Journal of Financial Stability, Elsevier, vol. 29(C), pages 92-105.
    3. Anil Ari, 2015. "Sovereign Risk and Bank Risk-Taking," Working Papers 202, Oesterreichische Nationalbank (Austrian Central Bank).
    4. Marcus Miller & Lei Zhang, 2013. "The Invisible Hand And The Banking Trade: Seigniorage, Risk-Shifting, And More," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 56(3-4), pages 365-388.
    5. Sascha Tobias Wengerek & Benjamin Hippert & André Uhde, 2019. "Risk allocation through securitization - Evidence from non-performing loans," Working Papers Dissertations 58, Paderborn University, Faculty of Business Administration and Economics.
    6. Lorenzo Menna & Martin Tobal, 2018. "Financial and price stability in emerging markets: the role of the interest rate," BIS Working Papers 717, Bank for International Settlements.
    7. Vincenzo D'Apice & Franco Fiordelisi & Giovanni W. Puopolo, 2020. "Judicial Efficiency and Lending Quality," CSEF Working Papers 588, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    8. Ṣebnem Kalemli-Özcan, 2019. "U.S. Monetary Policy and International Risk Spillovers," NBER Working Papers 26297, National Bureau of Economic Research, Inc.
    9. Grant, Everett, 2016. "Exposure to international crises: trade vs. financial contagion," ESRB Working Paper Series 30, European Systemic Risk Board.
    10. Korinek, Anton, 2018. "Regulating capital flows to emerging markets: An externality view," Journal of International Economics, Elsevier, vol. 111(C), pages 61-80.
    11. Us, Vuslat, 2017. "Dynamics of non-performing loans in the Turkish banking sector by an ownership breakdown: The impact of the global crisis," Finance Research Letters, Elsevier, vol. 20(C), pages 109-117.
    12. Grodecka-Messi, Anna & Kenny, Seán & Ögren, Anders, 2021. "Predictors of bank distress: The 1907 crisis in Sweden," Explorations in Economic History, Elsevier, vol. 80(C).
    13. Jenter, Dirk & Aldunate, Felipe & Korteweg, Arthur & Koudijs, Peter, 2021. "Shareholder Liability and Bank Failure," CEPR Discussion Papers 16309, C.E.P.R. Discussion Papers.
    14. Saha, Shrabani & Sen, Kunal, 2023. "Do economic and political crises lead to corruption? The role of institutions," Economic Modelling, Elsevier, vol. 124(C).
    15. Claudio Borio, 2011. "Rediscovering the Macroeconomic Roots of Financial Stability Policy: Journey, Challenges, and a Way Forward," Annual Review of Financial Economics, Annual Reviews, vol. 3(1), pages 87-117, December.
    16. Ohnsorge, Franziska & Kose, M. Ayhan & Sugawara, Naotaka, 2020. "Benefits and Costs of Debt: The Dose Makes the Poison," CEPR Discussion Papers 14439, C.E.P.R. Discussion Papers.
    17. Franklin Allen & Xian Gu, 2018. "The Interplay between Regulations and Financial Stability," Journal of Financial Services Research, Springer;Western Finance Association, vol. 53(2), pages 233-248, June.
    18. Rakesh Padhan & K. P. Prabheesh, 2019. "Effectiveness Of Early Warning Models: A Critical Review And New Agenda For Future Direction," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 22(4), pages 457-484, December.
    19. Sever, Can, 2021. "Political booms and currency crises," Journal of Macroeconomics, Elsevier, vol. 70(C).
    20. Gomes, João F. & Grotteria, Marco & Wachter, Jessica A., 2023. "Foreseen risks," Journal of Economic Theory, Elsevier, vol. 212(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:10:y:2018:i:6:p:2008-:d:152460. 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.