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Corruption and its diverse effect on credit risk: global evidence

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  • Rashedul Hasan

    (Coventry University)

  • Muhammad Ashfaq

    (Wittenborg University of Applied Sciences)

Abstract

Corruption has a complex relationship with economic growth. We have explored the impact of corruption on credit risk from a global perspective. The sample consists of 178 countries and covers 18 years that range from 2000 to 2017. Non-performing loan (NPL) is used as a proxy for credit risk and data regarding NPL is collected from the World Bank Database. Corruption scores are collected from the Transparency International reports. Panel regression results provide a positive association between corruption and credit risk for the global sample. Generalized Methods of Moments regression and robustness tests validate the findings. However, sub-sample analysis provides support for “grease the wheel” hypothesis for high corruption countries and indicates that corruption is beneficial in a weak form of governance and excessive regulatory pressure. This study advocate for the importance of strong governance mechanisms in high corruption countries that can minimize the impact of corruption on banking sector profitability and ensure economic development. Unlike past literature, we provide global evidence on the association between corruption and credit risk for the banking sector which allows generalizability.

Suggested Citation

  • Rashedul Hasan & Muhammad Ashfaq, 2021. "Corruption and its diverse effect on credit risk: global evidence," Future Business Journal, Springer, vol. 7(1), pages 1-13, December.
    • Handle: RePEc:spr:futbus:v:7:y:2021:i:1:d:10.1186_s43093-021-00060-1
    DOI: 10.1186/s43093-021-00060-1
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    1. Ozili, Peterson K., 2019. "Bank income smoothing, institutions and corruption," Research in International Business and Finance, Elsevier, vol. 49(C), pages 82-99.
    2. Axel Dreher & Lars-H. Siemers, 2009. "The nexus between corruption and capital account restrictions," Public Choice, Springer, vol. 140(1), pages 245-265, July.
    3. Abdelkader Boudriga & Neila Boulila Taktak & Sana Jellouli, 2010. "Bank Specific, Business and Institutional Environment Determinants of Banks Nonperforming Loans: Evidence from MENA Countries," Working Papers 547, Economic Research Forum, revised 09 Jan 2010.
    4. Axel Dreher & Martin Gassebner, 2013. "Greasing the wheels? The impact of regulations and corruption on firm entry," Public Choice, Springer, vol. 155(3), pages 413-432, June.
    5. Nishant Dass & Vikram Nanda & Steven Chong Xiao, 2016. "Public Corruption in the United States: Implications for Local Firms," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 5(1), pages 102-138.
    6. Hassan, M. Kabir & Khan, Ashraf & Paltrinieri, Andrea, 2019. "Liquidity risk, credit risk and stability in Islamic and conventional banks," Research in International Business and Finance, Elsevier, vol. 48(C), pages 17-31.
    7. Bahoo, Salman, 2020. "Corruption in banks: A bibliometric review and agenda," Finance Research Letters, Elsevier, vol. 35(C).
    8. Huang, Chiung-Ju, 2016. "Is corruption bad for economic growth? Evidence from Asia-Pacific countries," The North American Journal of Economics and Finance, Elsevier, vol. 35(C), pages 247-256.
    9. International Monetary Fund, 1997. "Why Worry About Corruption?," IMF Economic Issues 1997/003, International Monetary Fund.
    10. Park, Junghee, 2012. "Corruption, soundness of the banking sector, and economic growth: A cross-country study," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 907-929.
    11. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    12. Md. Shahidul Islam & Shin-Ichi Nishiyama, 2019. "Non-Performing Loans of Commercial Banks in South Asian Countries: Adverse Selection and Moral Hazard Issues," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(9), pages 1091-1106.
    13. Uddin, Ajim & Chowdhury, Mohammad Ashraful Ferdous & Sajib, Sanjay Deb & Masih, Mansur, 2020. "Revisiting the impact of institutional quality on post-GFC bank risk-taking: Evidence from emerging countries," Emerging Markets Review, Elsevier, vol. 42(C).
    14. Boateng, Agyenim & Liu, Yang & Brahma, Sanjukta, 2019. "Politically connected boards, ownership structure and credit risk: Evidence from Chinese commercial banks," Research in International Business and Finance, Elsevier, vol. 47(C), pages 162-173.
    15. Méon, Pierre-Guillaume & Weill, Laurent, 2010. "Is Corruption an Efficient Grease?," World Development, Elsevier, vol. 38(3), pages 244-259, March.
    16. Moufida Ben Saada, 2017. "The impact of control quality on the non-performing loans of Tunisian listed banks," Managerial Auditing Journal, Emerald Group Publishing Limited, vol. 33(1), pages 2-15, December.
    17. Nur-tegin, Kanybek & Jakee, Keith, 2020. "Does corruption grease or sand the wheels of development? New results based on disaggregated data," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 19-30.
    18. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2006. "Bank supervision and corruption in lending," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 2131-2163, November.
    19. Khemaies Bougatef, 2015. "The impact of corruption on the soundness of Islamic banks," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 15(4), pages 283-295, December.
    20. S.Z.S. Tabish & Kumar Neeraj Jha, 2012. "The impact of anti-corruption strategies on corruption free performance in public construction projects," Construction Management and Economics, Taylor & Francis Journals, vol. 30(1), pages 21-35, December.
    21. Ali, Asghar & Daly, Kevin, 2010. "Macroeconomic determinants of credit risk: Recent evidence from a cross country study," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 165-171, June.
    22. Ibrahim Nandom Yakubu, 2019. "Does corruption grease or sand the wheels of bank profitability in Ghana?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1701909-170, January.
    23. Dilyan Donchev & Gergely Ujhelyi, 2014. "What Do Corruption Indices Measure?," Economics and Politics, Wiley Blackwell, vol. 26(2), pages 309-331, July.
    24. Akins, Brian & Dou, Yiwei & Ng, Jeffrey, 2017. "Corruption in bank lending: The role of timely loan loss recognition," Journal of Accounting and Economics, Elsevier, vol. 63(2), pages 454-478.
    25. Fahad Khalil & Jacques Lawarrée & Sungho Yun, 2010. "Bribery versus extortion: allowing the lesser of two evils," RAND Journal of Economics, RAND Corporation, vol. 41(1), pages 179-198, March.
    26. Nerissa C. Brown & Jared D. Smith & Roger M. White & Chad J. Zutter, 2021. "Political Corruption and Firm Value in the U.S.: Do Rents and Monitoring Matter?," Journal of Business Ethics, Springer, vol. 168(2), pages 335-351, January.
    27. 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.
    28. Md. Shahidul Islam & Shin-Ichi Nishiyama, 2019. "Non-Performing Loans of Commercial Banks in South Asian Countries: Adverse Selection and Moral Hazard Issues," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 9(9), pages 1091-1106, September.
    29. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Arvind Patel & Selvin Sanil Prasad, 2018. "Determinants of non-performing loans in banking sector in small developing island states," Accounting Research Journal, Emerald Group Publishing Limited, vol. 31(2), pages 192-213, July.
    30. Fan, Joseph P.H. & Rui, Oliver Meng & Zhao, Mengxin, 2008. "Public governance and corporate finance: Evidence from corruption cases," Journal of Comparative Economics, Elsevier, vol. 36(3), pages 343-364, September.
    31. Ben Ali, Mohamed Sami & Fhima, Fredj & Nouira, Ridha, 2020. "How does corruption undermine banking stability? A threshold nonlinear framework," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    32. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    33. Siphiwo Bitterhout & Beatrice D. Simo-Kengne, 2020. "The effect of corruption on economic growth in the BRICS countries. A panel data analysis," Economic Development and Well-being Research Group Working Paper Series edwrg-03-2020, University of Johannesburg, College of Business and Economics, revised 2020.
    34. Barth, James R. & Lin, Chen & Lin, Ping & Song, Frank M., 2009. "Corruption in bank lending to firms: Cross-country micro evidence on the beneficial role of competition and information sharing," Journal of Financial Economics, Elsevier, vol. 91(3), pages 361-388, March.
    35. Warninda, Titi Dewi & Ekaputra, Irwan Adi & Rokhim, Rofikoh, 2019. "Do Mudarabah and Musharakah financing impact Islamic Bank credit risk differently?," Research in International Business and Finance, Elsevier, vol. 49(C), pages 166-175.
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