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The Determinants of Non-Performing Loans in the MINT Economies

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  • Akinola Ezekiel Morakinyo
  • Mabutho Sibanda

Abstract

This paper investigates the major determinants of non-performing loans in the MINT (Mexico, Indonesia, Nigeria and Turkey) economies. Identifying major determinants of non-performing loans, which are observed to be growing in these countries in recent time, will also guide policy and forecasting future levels that will be useful for pre-emptive policies and actions. It uses static panel data and dynamic panel model analyses. Evidence suggests that in the four economies, capital adequacy ratio, liquidity ratio, total bank credit andreturn on assets are significant bank-specific determinants of non-performing loans. Also, while the return on assets, liquidity ratio and capital adequacy ratioshow a negative and significant relationship with non-performing loans, nominal exchange rate, money supply growth rate, total bank credit and lending rate show positive and very significant relationships with non-performing loans. Finally, corruption, an institutional variable, shows a very strong positive relationship with non-performing loans.

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  • Akinola Ezekiel Morakinyo & Mabutho Sibanda, 2016. "The Determinants of Non-Performing Loans in the MINT Economies," Journal of Economics and Behavioral Studies, AMH International, vol. 8(5), pages 39-55.
  • Handle: RePEc:rnd:arjebs:v:8:y:2016:i:5:p:39-55
    DOI: 10.22610/jebs.v8i5(J).1430
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    as
    1. 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.
    2. Martyn Andrews & Thorsten Schank & Richard Upward, 2006. "Practical fixed-effects estimation methods for the three-way error-components model," Stata Journal, StataCorp LP, vol. 6(4), pages 461-481, December.
    3. Mr. Luc Laeven & Mr. Fabian Valencia, 2010. "Resolution of Banking Crises: The Good, the Bad, and the Ugly," IMF Working Papers 2010/146, International Monetary Fund.
    4. Iftekhar Hasan & Larry D. Wall, 2004. "Determinants of the Loan Loss Allowance: Some Cross‐Country Comparisons," The Financial Review, Eastern Finance Association, vol. 39(1), pages 129-152, February.
    5. Benavente, Jose Miguel & Johnson, Christian A. & Morande, Felipe G., 2003. "Debt composition and balance sheet effects of exchange rate depreciations: a firm-level analysis for Chile," Emerging Markets Review, Elsevier, vol. 4(4), pages 397-416, December.
    6. Daniel A. Griffith & Yongwan Chun, 2014. "An eigenvector spatial filtering contribution to short range regional population forecasting," Economics and Business Letters, Oviedo University Press, vol. 3(4), pages 208-217.
    7. Jan Mutl & Michael Pfaffermayr, 2011. "The Hausman test in a Cliff and Ord panel model," Econometrics Journal, Royal Economic Society, vol. 14, pages 48-76, February.
    8. Anne Krueger & Aaron Tornell, 1999. "The Role of Bank Restructuring in Recovering from Crises: Mexico 1995-98," NBER Working Papers 7042, National Bureau of Economic Research, Inc.
    9. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    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. Akpan, Uduak & Isihak, Salisu & Asongu, Simplice, 2014. "Determinants of Foreign Direct Investment in Fast-Growing Economies: A Study of BRICS and MINT," MPRA Paper 56810, University Library of Munich, Germany.
    12. Richard Blundell & Stephen Bond & Frank Windmeijer, 2000. "Estimation in dynamic panel data models: improving on the performance of the standard GMM estimator," IFS Working Papers W00/12, Institute for Fiscal Studies.
    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. Christophe J. Godlewski, 2006. "Regulatory and Institutional Determinants of Credit Risk Taking and a Bank's Default in Emerging Market Economies," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 5(2), pages 183-206, August.
    15. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    16. Desmet, Klaus, 2000. "Accounting for the Mexican banking crisis," Emerging Markets Review, Elsevier, vol. 1(2), pages 165-181, September.
    17. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    18. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    19. Beck, Roland & Jakubik, Petr & Piloiu, Anamaria, 2013. "Non-performing loans: what matters in addition to the economic cycle?," Working Paper Series 1515, European Central Bank.
    20. 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.
    21. Rudd, Murray A., 2000. "Live long and prosper: collective action, social capital and social vision," Ecological Economics, Elsevier, vol. 34(1), pages 131-144, July.
    22. Simplice A. Asongu & Oasis Kodila-Tedika, 2015. "Conditional determinants of FDI in fast emerging economies: an instrumental quantile regression approach," Research Africa Network Working Papers 15/003, Research Africa Network (RAN).
    23. Joseph E. Stiglitz, 1989. "Markets and Development," NBER Working Papers 2961, National Bureau of Economic Research, Inc.
    24. Mishkin, Frederic S., 1999. "Lessons from the Asian crisis," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 709-723, August.
    25. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    26. William R. Keeton & Charles S. Morris, 1987. "Why do banks' loan losses differ?," Economic Review, Federal Reserve Bank of Kansas City, vol. 72(May), pages 3-21.
    27. Fofack, Hippolyte L., 2005. "Nonperforming loans in Sub-Saharan Africa : causal analysis and macroeconomic implications," Policy Research Working Paper Series 3769, The World Bank.
    28. Rajeev Goel & Iftekhar Hasan, 2011. "Economy-wide corruption and bad loans in banking: international evidence," Applied Financial Economics, Taylor & Francis Journals, vol. 21(7), pages 455-461.
    29. Daniel Hoechle, 2007. "Robust standard errors for panel regressions with cross-sectional dependence," Stata Journal, StataCorp LP, vol. 7(3), pages 281-312, September.
    30. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    31. Gokhan Karabulut & Mehmet Huseyin Bilgin & Ayse Celikel Danisoglu, 2010. "Determinants of Currency Crises in Turkey," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 46(0), pages 51-58, May.
    32. Peter Rowland & José Luis Torres, 2004. "Determinants of Spread and Creditworthiness for Emerging Market Sovereign Debt:A Panel Data Study," Borradores de Economia 295, Banco de la Republica de Colombia.
    33. Nir Klein, 2013. "Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance," IMF Working Papers 2013/072, International Monetary Fund.
    34. 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.
    35. Ms. Mwanza Nkusu, 2011. "Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies," IMF Working Papers 2011/161, International Monetary Fund.
    36. Barseghyan, Levon, 2010. "Non-performing loans, prospective bailouts, and Japan's slowdown," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 873-890, October.
    37. Stiglitz, Joseph E, 1989. "Markets, Market Failures, and Development," American Economic Review, American Economic Association, vol. 79(2), pages 197-203, May.
    38. Ahmad Fawad, 2013. "Corruption and Information Sharing as Determinants of Non-Performing Loans," Business Systems Research, Sciendo, vol. 4(1), pages 87-98, March.
    39. Chow, Gregory C & Lin, An-loh, 1971. "Best Linear Unbiased Interpolation, Distribution, and Extrapolation of Time Series by Related Series," The Review of Economics and Statistics, MIT Press, vol. 53(4), pages 372-375, November.
    40. Peter Rowland, 2004. "Determinants of Spread and Credit Ratings and Creditworthiness for Emerging Market Sovereign Debt: A Follow-Up Study Using Pooled Data Analysis," Borradores de Economia 296, Banco de la Republica de Colombia.
    41. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    42. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    43. Bogdan-Gabriel MOINESCU, 2012. "Determinants Of Nonperforming Loans In Central And Eastern European Countries: Macroeconomic Indicators And Credit Discipline," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 10, pages 47-58, December.
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    Cited by:

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    3. Chafic Saliba & Panteha Farmanesh & Seyed Alireza Athari, 2023. "Does country risk impact the banking sectors’ non-performing loans? Evidence from BRICS emerging economies," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-30, December.

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