Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan
Financial crisis shows the ambiguous role of the corporate governance system. Hence, the main purpose of this paper is to assess the impact of corporate governance on Non-performing loans of the banking industry of Pakistan. The time period selected from 2006 to 2016 and source of data is annual reports of respective banks and the World Bank. In order to explain the relationship between the governance system and non-performing loans used descriptive, correlational and panel data analyses. The results revealed a negative and significant effect of corporate governance on nonperforming loans of sample firms of the study. Therefore, suggested for the banking industry of Pakistan to implement and make sure their reports according to corporate governance code compliance to control non-performing loans.
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(1) Ihtesham Khan
Assistant professor, Institute of Business Studies and Leadership,Abdul Wali Khan University Mardan, KP, Pakistan.
(2) Muhammad Ilyas
Lecturer, Institute of Business Studies and Leadership, Abdul Wali Khan University Mardan, KP, Pakistan.
(3) Shehzad Khan
Assistant professor, Institute of Business Studies and Leadership,Abdul Wali Khan University Mardan, KP, Pakistan.
- Adebola, S. S., Yusoff, W. S. B., & Dahalan, D. J. (2011). An ARDL approach to the determinants of nonperforming Loans. Kuwait Chapter of Arabian Journal of Business and Management Review, 1(2).
- Badar, M., & Yasmin, J. A. (2013). Impact of macroeconomic forces on nonperforming loans: An empirical study of commercial banks in Pakistan. WSEAS Transactions on Business & Economics, 10(1).
- Basel Committee. (2001). Sound Practices for the Management and Supervision of Operational Risk. Basel Committee on Banking Supervision.
- Festic, M., Kavkler, A., & Repina, S. (2011). The macroeconomic sources of systemic risk in the banking sectors of five new EU member states. Journal of Banking and Finance, 35, 310-322.
- Berger, A. N., & DeYoung, R. (1997). Problem loans and cost efficiency in commercial banks. Journal of Banking and Finance, 21(6), 849-870.
- Berge, T. O., & Boye, K. G. (2007). An analysis of bank's problem loans. Norges Bank Economic Bulletin 78, 65- 76.
- Bloem, A. M., & Gorter, C. N. (2001). The treatment of non-performing loans in macroeconomic statistics. IMF Working Paper, WP/01/209.
- Boudriga, A., Boulila, T., Neila, & JellouliSana. (2009). Bank specific, business and institutional, environment determinants of nonperforming loans: Evidence from MENA countries. Journal of Financial Economic Policy, 1(4), 286-318.
- Bofondi, M., & Ropele, T. (2011). Macroeconomic determinants of bad loans: Evidence from Italian banks. Occasional Papers, 89.
- Borio, C., & Lowe, P. (2002). Asset prices, financial and monetary stability: Exploring the nexus. BIS Working Papers, No. 114, Bank for International Settlements, Basel.
- Boyd, J. H., & De, N. G. (2005). The theory of bank risk taking and competition revisited. The Journal of Finance, 60(3), 1329-1343.
- Brownbridge, M. (1998). The causes of financial distress in local banks in Africa and implications for prudential policy. United Nations Conference on Trade and Development.
- Brown, C., Mallet, D. J., & Taylor, M. G. (1993). Banks: An industrial accounting and auditing guide. Great Britain: Page Bros Ltd Ning Guo, Causes and Solutions of non-performing Loans in Chinese Commercial Banks, Chinese Business Review, ISSN1537-1506, Vol. 6, No, 6, 2007
- Calvo, A. G. & Mendoza, E. (2000). Contagion, globalization and the volatility of capital flows. In: S. Edwards, Ed.), Capital Flows and Emerging Economies. University of Chicago Press, Chicago.
- Camerer, C. F., & Johnson, E. J. (1997). The process-performance paradox in expert judgment: How can experts know so much and predict so badly? Research on judgment and decision making: Currents, connections, and controversies, 342.
- Chijoriga, M. (1997). Application of credit scoring and financial distress prediction models to commercial banks lending: the case of Tanzania. Wirts Chaftsnnversitat Wien (WU), Vienna.
- Collin-Dufresne, P., & Goldstein, R. S. (2001). Do credit spreads reflect stationary leverage ratios? The Journal of Finance, 56(5), 1929-1957.
- Collins, N. J. & Wanju, K. (2011). The effects of interest rate spread on the level of nonperforming assets: A Case of commercial banks in Kenya. International Journal of Business and Public Management, 1(1).
- Dash, M., & Kabra, G. (2010). The determinants of non-performing assets in Indian commercial bank: An econometric study. Middle Eastern Finance and Economics, 7, 94-106.
- Djiogap, F., & Ngomsi, A. (2012): Determinants of bank long-term lending behavior in the Central African Economic and Monetary Community (CEMAC), Review of Economics & Finance; 1923-7529-2012-02- 107-08
- De, J. A. (2003). From good bankers to bad bankers: Ineffective supervision and management deterioration as major elements in banking crises. Journal of Banking Regulation, 4(3), 237-246
- DeYoung, Robert, & Gary, W. (1994). Is a consolidated banking industry a more efficient banking industry? Office of the Comptroller of the Currency,13(3).
- Drees, M. B., & Pazarbasioglu, C. (1998). The Nordic banking crisis: pitfalls in financial liberalization (No. 161). International monetary fund.
- Dinc, I. S. (2005). Politicians and banks: Political influences on government-owned banks in emerging markets. Journal of Financial Economics, 453-479.
- Espinoza, R. A., & Prasad, A. (2010). Nonperforming loans in the GCC banking system and their macroeconomic effects. IMF Working Papers, 1-24.
- Fofack, H. (2005). Nonperforming loans in Sub-Saharan Africa: Causal analysis and macroeconomic implications (Working Paper No. 3769). World Bank Policy Research.
- Gambera, M. (2000). Simple forecasts of bank loan quality in the business cycle. Chicago, IL: Federal Reserve Bank of Chicago.
- Geletta, W. N. 2012. Determinants of Non-Performing Loans: The Case of Ethiopian Banks, Unpublished Master's Thesis, University of South Africa.
- Gonzalez-Hermosillo, B. (1999). Determinants of ex-ante banking system distress: A macro- micro empirical exploration of some recent episodes. International Monetary Fund
- Gujarati, D. (2003). Basic Econometrics (4th ed.). New York: McGraw Hill Habib, S., Masood,
- Hassan, H. H. Mubin, S.T., & Baig, M. U. (2014). Operational risk management in corporate and banking sector of Pakistan. Information and Knowledge Management, 4(5), 58-66
- Habtamu, N. (2012). Determinants of bank profitability: An empirical study on Ethiopian Private Commercial Banks: Published thesis (MSC), Addis Ababa University
- Haneef, D. F., & Ngomsi, A. (2012). Determinants of bank long-term lending behavior in the Central African Economic and Monetary Community (CEMAC), Review of Economics & Finance, 1923-7529-2012- 02-107-08,
- Hoque, M. Z. & Hossain, M. Z. (2008). Flawed interest rate policy and loan default: Experience from developing country. International review of business research papers, Col.5, No.5, 235-246.
- Hassan, H. U., Ilyas, M., & Rehman, C. A. (2015). Quantitative study of Bank-Specific and social factors of NonPerforming loans of Pakistani banking sector. International Letters of Social and Humanistic Sciences (ILSHS), 2, 192-213.
- Hu, J., Yang, L. & Yung-Ho, C. (2006). Ownership and Nonperforming Loans: Evidence from Taiwan's Banks. Developing Economies
- Hu, J.L., Li, Y., & Chiu, Y.H. (2004), Ownership and nonperforming loans: Evidence from Taiwan's banks. The Developing Economies, 42(3), 405-420.
- Hu, Jin-Li, Yang, L., & Yung-Ho, C. (2006). Ownership and Non-Performing loans: Evidence from Taiwan's Banks. Developing Economies.
- Hughes, J. P., Lang, W., Mester, L. J., & Moon, C. G. (1996). Efficient banking under interstate branching. Journal of Money, Credit and Banking, 1045-1071.
- Jiménez, G., Salas, V., & Saurina, J. (2009). Organizational distance and use of collateral for business loans. Journal of Banking & Finance, 33(2), 234-243.
- Kaplin, A., Levy, A., Qu, S., Wang, D., Wang, Y., & Zhang, J. (2009). The relationship between default risk and interest rates: An empirical study. Moody's Analytics, Moody's KMV Company.
- Keeton, W. R. (1999). Does faster loan growth lead to higher loan losses? Economic Review- Federal Reserve Bank of Kansas City, 84, 57-76.
- Keeton, W., & Morris, C. S. (1987). Why do banks' loan losses differ? Federal Reserve Bank of Kansas City, Economic Review, 3â€21.
- Khemraj, T., & Pasha, S. (2009). The determinants of non-performing loans: An econometric case study of Guyana.
- Khwaja, A. I., & Mian, A. (2005). Do lenders favor politically connected firms? Rent provision in an emerging financial market. The Quarterly Journal of Economics, 120(4), 1371-1411.
- Kwack, S. Y. (2000). An empirical analysis of the factors determining the financial crisis in Asia. Journal of Asian Economics, 11(2), 195-206.
- Lee, C. C. (2005). Energy consumption and GDP in developing countries: A cointegrated panel analysis. Energy Economics, 27, 415-427.
- Louzis, D. P., Vouldis, A. T., Metaxas, V. L. (2010). Macroeconomic and bank specific determinants of nonperforming loans in Greece: a comparative study of mortgage, business and consumer loan portfolios. Bank of Greece, Working Paper, n°118.
- Louzis, D. P., Vouldis, A. T., & Metaxas, V. L. (2011). Macroeconomic and bank-specific determinants of nonperforming loans in Greece: A comparative study of mortgage, business and consumer loan portfolios. Journal of Banking & Finance, 36(4), 1012- 1027.
- Makri, V., Tsagkanos, A., & Bellas, A. (2014). Determinants of Nonperforming loans: The case of Eurozone. Panoeconomicus, 2, 193-206.
- Masood, O. (2009). Determinants of Non-Performing bank loans and bank loan recovery in Pakistan a survey approach. Euro-Mediterranean Economics and Finance Review, 89- 104.
- Masood, O., Bellalah, M., & Mansour, W. (2010). Non-performing bank loans and Credit Managers' Role: A comparative approach from Pakistan and Turkey. International Journal of Business, 15(3), 347- 362.
- Nanto, D. K., & Sinha, R. (2002). China's banking reform. Post-Communist Economies, 14(4), 469-493.
- Nkusu, M. (2011). Nonperforming loans and macro financial vulnerabilities in advanced economies. IMF Working Papers, 1-27.
- Patersson, J., & Isac, W. (2004). Non-Performing loans-The markets of Italy and Sweden, Uppsala University thesis, Department of Business Studies.
- Patnaik, I., & Shah, A. (2004). Interest rate volatility and risk in Indian banking. International Monetary Fund.
- Podpiera, J., & Weill, L. (2008), Bad Luck or Bad Management? Emerging Banking Market Experience. Journal of Financial Stability, 4(2), 135-148.
- Ranjan, R., & Chandra, S. (2003). Non-Performing loans and terms of credit of public sector banks in India: An empirical assessment; India, Reserve Bank of India Occasional Papers, 24(3).
- Reynolds, S. E., Ratanakomut, S., & Gander, J. (2000). Bank financial structure in pre-crisis East and Southeast Asia. Journal of Asian Economics,11(3), 319-331.
- Rinaldi, L., & Sanchis-Arellano, A. (2006). Household Debt Sustainability: What Explains Household NonPerforming Loans? An Empirical Analysis. ECB Working Paper
- Saba, Irum., Kouser, R., & Azeem, M. (2012). Determinants of non-performing loans: Case of US banking sector. The Romanian Economic Journal, 15(44), 125-136
- Sahir, M. H., & Qureshi, A. H. (2007). Specific concerns of Pakistan in the context of energy security issues and geopolitics of the Region. Energy Policy, 35, 2031-2037.
- Salas, V., & Saurina, J. (2002). Credit risk in two institutional regimes: Spanish commercial and savings banks. Journal of Financial Services Research, 22 (3), 203-224.
- Sinkey, J. F. (1992). Commercial bank financial management in the financial services industry. Macmillan New York, NY.
- Sinkey, J. F., & Mary, B. G. (1991). Loan-Loss experience and risk-taking behavior at large Commercial Banks. Journal of Financial Services Research, 5, 43-59.
- Stiglitz, J. E., & Weiss, A. (1981). Credit rationing in markets with imperfect information. The American Economic Review, 393-410.
- Sorge, M. (2004). Stress-testing financial systems: An overview of current methodologies.
- Williamson, S. (1987), Financial intermediation, business failures, and real business cycles. Journal of Political Economy, 95(6), 1196-1216
Cite this article
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APA : Khan, I., Ilyas, M., & Khan, S. (2019). Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan. Global Social Sciences Review, IV(III), 188-196. https://doi.org/10.31703/gssr.2019(IV-III).24
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CHICAGO : Khan, Ihtesham, Muhammad Ilyas, and Shehzad Khan. 2019. "Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan." Global Social Sciences Review, IV (III): 188-196 doi: 10.31703/gssr.2019(IV-III).24
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HARVARD : KHAN, I., ILYAS, M. & KHAN, S. 2019. Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan. Global Social Sciences Review, IV, 188-196.
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MHRA : Khan, Ihtesham, Muhammad Ilyas, and Shehzad Khan. 2019. "Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan." Global Social Sciences Review, IV: 188-196
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MLA : Khan, Ihtesham, Muhammad Ilyas, and Shehzad Khan. "Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan." Global Social Sciences Review, IV.III (2019): 188-196 Print.
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OXFORD : Khan, Ihtesham, Ilyas, Muhammad, and Khan, Shehzad (2019), "Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan", Global Social Sciences Review, IV (III), 188-196
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TURABIAN : Khan, Ihtesham, Muhammad Ilyas, and Shehzad Khan. "Assessing the Impact of Corporate Governance on Non-Performing Loans: Empirical Analysis of the Listed Commercial Banks of Pakistan." Global Social Sciences Review IV, no. III (2019): 188-196. https://doi.org/10.31703/gssr.2019(IV-III).24