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The Influence Of Macroeconomic Conditions On Credit Risk: Case Of Romanian Banking System

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  • Iulia Andreea Bucur
  • Simona Elena Dragomirescu

Abstract

This paper aims to explore the interactions between macroeconomic conditions, such as: real GDP growth rate, inflation rate, market interest rate, broad money supply, foreign exchange rate fluctuation and unemployment rate, and credit risk in Romanian banking sector during 2008-2013. The interrelations of indicators’ complexity imply a multidimensional statistical analysis in order to find a relation between the macroeconomic conditions and the credit risk. Our regression analysis findings confirm the hypothesis according to which the money supply growth rate and the market foreign exchange rate are negatively related with credit risk and the unemployment rate is positively related with it. Furthermore, our findings revealed that the credit risk is significantly and negatively affected by the exchange rate fluctuation and significantly and positively affected by the unemployment rate. The results do not indicate a significant relationship between credit risk and real GDP growth rate.

Suggested Citation

  • Iulia Andreea Bucur & Simona Elena Dragomirescu, 2014. "The Influence Of Macroeconomic Conditions On Credit Risk: Case Of Romanian Banking System," Studies and Scientific Researches. Economics Edition, "Vasile Alecsandri" University of Bacau, Faculty of Economic Sciences, issue 19.
  • Handle: RePEc:bac:fsecub:14-19-10
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    1. Athanasoglou, Panayiotis P. & Brissimis, Sophocles N. & Delis, Matthaios D., 2008. "Bank-specific, industry-specific and macroeconomic determinants of bank profitability," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(2), pages 121-136, April.
    2. Castro, Vítor, 2013. "Macroeconomic determinants of the credit risk in the banking system: The case of the GIPSI," Economic Modelling, Elsevier, vol. 31(C), pages 672-683.
    3. A Das & S Ghosh, 2007. "Determinants of Credit Risk in Indian State-owned Banks: An Empirical Investigation," Economic Issues Journal Articles, Economic Issues, vol. 12(2), pages 27-46, September.
    4. 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.
    5. Nagi Bairamli & Vassilis Kostoglou, 2010. "The Role of Savings in the Economic Development of the Republic of Azerbaijan," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 3(2), pages 99-110, December.
    6. Bostjan Aver, 2008. "An Empirical Analysis of Credit Risk Factors of the Slovenian Banking System," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 6(3), pages 317-334.
    7. Kroszner, Randall S. & Laeven, Luc & Klingebiel, Daniela, 2007. "Banking crises, financial dependence, and growth," Journal of Financial Economics, Elsevier, vol. 84(1), pages 187-228, April.
    8. Eftychia Nikolaidou & Sofoklis Vogiazas, 2014. "Credit Risk Determinants for the Bulgarian Banking System," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 20(1), pages 87-102, February.
    9. Rajaraman, Indira & Vasishtha, Garima, 2001. "Non-performing loans of PSU banks: Some panel results," Working Papers 01/4, National Institute of Public Finance and Policy.
    10. Mario Quagliariello, 2007. "Banks' riskiness over the business cycle: a panel analysis on Italian intermediaries," Applied Financial Economics, Taylor & Francis Journals, vol. 17(2), pages 119-138.
    11. 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.
    12. David T. Llewellyn, 2002. "An analysis of the causes of recent banking crises," The European Journal of Finance, Taylor & Francis Journals, vol. 8(2), pages 152-175, June.
    13. Luca Agnello & Davide Furceri & Ricardo M. Sousa, 2011. "Fiscal Policy Discretion, Private Spending, and Crisis Episodes," NIPE Working Papers 31/2011, NIPE - Universidade do Minho.
    14. Anthony Santomero, 1997. "Commercial Bank Risk Management: An Analysis of the Process," Journal of Financial Services Research, Springer;Western Finance Association, vol. 12(2), pages 83-115, October.
    15. Michele Gambera, 2000. "Simple forecasts of bank loan quality in the business cycle," Emerging Issues, Federal Reserve Bank of Chicago, issue Apr.
    16. Fofack, Hippolyte L., 2005. "Nonperforming loans in Sub-Saharan Africa : causal analysis and macroeconomic implications," Policy Research Working Paper Series 3769, The World Bank.
    17. Vicente Salas & Jesús Saurina, 2002. "Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 22(3), pages 203-224, December.
    18. Marcello Bofondi & Tiziano Ropele, 2011. "Macroeconomic determinants of bad loans: evidence from Italian banks," Questioni di Economia e Finanza (Occasional Papers) 89, Bank of Italy, Economic Research and International Relations Area.
    19. Grigori Fainstein & Igor Novikov, 2011. "The role of macroeconomic determinants in credit risk measurement in transition country: Estonian example," International Journal of Transitions and Innovation Systems, Inderscience Enterprises Ltd, vol. 1(2), pages 117-137.
    20. Bucur Iulia Andreea, 2013. "On the Economic Development of Romania as a Member of EU in the Frame of the Global Economic Crisis," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 152-157, May.
    21. Ms. Mwanza Nkusu, 2011. "Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies," IMF Working Papers 2011/161, International Monetary Fund.
    22. repec:onb:oenbwp:y:2002:i:3:b:3 is not listed on IDEAS
    23. Barseghyan, Levon, 2010. "Non-performing loans, prospective bailouts, and Japan's slowdown," Journal of Monetary Economics, Elsevier, vol. 57(7), pages 873-890, October.
    24. Anthony M. Santomero, 1997. "Commercial Bank Risk Management: An Analysis of the Process," Center for Financial Institutions Working Papers 95-11, Wharton School Center for Financial Institutions, University of Pennsylvania.
    25. Harvir Kalirai & Martin Scheicher, 2002. "Macroeconomic Stress Testing: Preliminary Evidence for Austria," Financial Stability Report, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 58-74.
    26. Eftychia Nikolaidou & Sofoklis D. Vogiazas, 2013. "Credit Risk in the Romanian Banking System: Evidence from an ARDL Model," Contributions to Economics, in: Anastasios Karasavvoglou & Persefoni Polychronidou (ed.), Balkan and Eastern European Countries in the Midst of the Global Economic Crisis, edition 127, pages 87-101, Springer.
    27. 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.
    28. Rinaldi, Laura & Sanchis-Arellano, Alicia, 2006. "Household debt sustainability: what explains household non-performing loans? An empirical analysis," Working Paper Series 570, European Central Bank.
    29. Suela Kristo, 2013. "Efficiency of the Albanian banking system: Traditional approach and Stochastic Frontier Analysis," International Journal of Business and Economic Sciences Applied Research (IJBESAR), International Hellenic University (IHU), Kavala Campus, Greece (formerly Eastern Macedonia and Thrace Institute of Technology - EMaTTech), vol. 6(3), pages 61-78, December.
    30. International Monetary Fund, 1998. "Leading Indicators of Banking Crises: Was Asia Different?," IMF Working Papers 1998/091, International Monetary Fund.
    31. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
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    Cited by:

    1. Katuka, Blessing, 2017. "Credit risk dynamics in listed local banks in Zimbabwe (2009-2013)," MPRA Paper 92687, University Library of Munich, Germany, revised 2017.
    2. Natalia Nehrebecka, 2023. "Distribution of credit-risk concentration in particular sectors of the economy, and economic capital before and during the COVID-19 pandemic," Economic Change and Restructuring, Springer, vol. 56(1), pages 129-158, February.
    3. Mahmoud Abdelaziz Touny & Mohamed Abdelhameed Shehab, 2015. "Macroeconomic Determinants of Non-Performing Loans: An Empirical Study of Some Arab Countries," American Journal of Economics and Business Administration, Science Publications, vol. 7(1), pages 11-22, May.
    4. Koju Laxmi & Wang Shouyang & Abbas Ghulam, 2018. "Do Macroeconomic Determinants of Non-Performing Loans Vary with the Income Levels of Countries?," Journal of Systems Science and Information, De Gruyter, vol. 6(6), pages 512-531, December.
    5. Katuka, Blessing & Dzingirai, Canicio, 2015. "Micro and Macro Drivers of Credit Risk: The Case of Zimbabwean Banking Industry (2009-2013)," MPRA Paper 92688, University Library of Munich, Germany, revised 2018.

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    More about this item

    Keywords

    credit risk; non-performing loans; Romanian banking system; macroeconomic determinants;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics

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