The impact of credit risk and macroeconomic factors on profitability: the case of the ASEAN banks
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DOIhttp://dx.doi.org/10.21511/bbs.15(1).2020.03
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Article InfoVolume 15 2020, Issue #1, pp. 21-29
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This study investigates the effect of credit risk and macroeconomic factors on profitability of 20 ASEAN banks, particularly from Indonesia, Malaysia, Thailand and Philippines, covering the period of 2012 to 2017. The unbalanced panel data were tested for heteroscedasticity and normality. A fixed effects model and a random effects model were utilized followed by simple ordinary least squares (OLS) regression. The obtained results show that credit risk and GDP growth negatively affect Return on Equity (ROE) at 5% level of significance. The inflation rate increases ROE by 0.323%. In terms of influence, inflation has the highest impact on ROE followed by GDP growth and credit risk. Credit risk and GDP growth negatively affect Return on Assets (ROA) at 5% level of significance. ROA was also influenced by an increase in inflation rate. Therefore, this study will help banks and bank managers, depositors, investors, policy makers and governments to identify factors affecting bank profitability.
- Keywords
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JEL Classification (Paper profile tab)C33, G21, L25
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References36
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Tables7
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Figures0
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- Table 1. Descriptive statistics
- Table 2. Variance homogeneity test
- Table 3. Normality test – Philippines vs Malaysia
- Table 4. Normality test – Indonesia vs Malaysia
- Table 5. Normality test – Thailand vs Malaysia
- Table 6. Regression results on ROE
- Table 7. Regression results on ROA
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- Abdullah, M., Parvez, K., & Ayreen, S. (2014). Bank specific, industry specific and macroeconomic determinants of commercial bank profitability: a case of Bangladesh. World Journal of Social Science, 4(3), 82-96.
- Ahmad, F., Tahir, S., & Aziz, B. (2014). Impact of Loan Loss Provision on Bank Profitability in Pakistan. Research Journal of Social Science Management, 3(12), 34-38.
- Ahmad, S. Nafees, B. & Khan, Z. A. (2012). Determinants of Profitability of Pakistani Banks: Panel Data Evidence for the period 2001–2010. Journal of Business Studies Quarterly, 4(1), 149-165.
- Alalaya, M., & Al Khattab, S. A. (2015). A Case Study in Business Market: Banks’ Profitability: Evidence from Jordanian Commercial Banks (2002–2015). International Journal of Business Management & Economic Research, 6(4), 204-213.
- Ani, W. U., Ugwunta, D. O., Ezeudu, I. J., & Ugwuanyi, G. O. (2012). An empirical assessment of the determinants of bank profitability in Nigeria: Bank characteristics panel evidence. Journal of Accounting and Taxation, 4(3), 38-43.
- ASEAN Secretariat. (2008). ASEAN Economic Community Blueprint.
- Asian Development Bank. (2013). The road to ASEAN financial integration: A combined study on assessing the financial landscape and formulating milestones for monetary and financial integration in ASEAN.
- Aslam, M. K., Inamullah, & Ismail, M. (2016). Determinants affecting the profitability of Islamic banks: evidence from Pakistan. International Journal of Operations and Logistics Management, 5(2), 115-127.
- Beatty, A., & Liao, S. (2009). Regulatory capital ratios, loan loss provisioning and pro-cyclicality.
- Bilal, M., Saeed, A., Gull, A., & Akram, T. (2013). Influence of Bank-Specific and Macroeconomic Factors on the Profitability of Commercial Banks: A Case Study of Pakistan. Research Journal of Finance and Accounting, 4(2), 117-126.
- Chowdhury, M. A. F. (2015). Which is more important in terms of Profitability of Islamic Banks: Bank Specific factors or Macroeconomic factors? An Empirical Study on Malaysian Islamic Banks. European Journal of Islamic Finance, 2, 1-9.
- Chowdhury, E. K. (2012). Impact of Inflation on Bank Lending Rates in Bangladesh. Journal of Politics & Governance, 19(1), 5-13.
- Deorukhkar, S., & Xia, L. (2015). Digital Banking In Emerging Asia: Progress and Prospects. México: BBVA Research Inc.
- Dietrich, A., & Wanzenreid, G. (2011). Determinants of Bank Profitability Before and During the Crisis: Evidence from Switzerland. Journal of International Financial Markets, Institutions and Money, 21(3), 307-327.
- Elsas, R., Hackethal, A., & Holzhäuser, M. (2010). The anatomy of bank diversification. Journal of Banking and Finance, 34(6), 1274-1287.
- Flamini, V., McDonald, C., & Schumacher, L. (2009). The determinants of commercial bank profitability in Sub-Saharan Africa (IMF Working paper No. WP/09/15).
- Gizaw, M., Kebede, M., & Selvaraj, S. (2015). The impact of credit risk on profitability performance of commercial banks in Ethiopia. African Journal of Business Management, 9(2), 59-66.
- Hawley, F. B. (1900). Enterprise and profit. Quarterly Journal of Economics, 15(1), 75-105.
- Hirose, M., Murakami, T., & Oku, Y. (2004). Development of the Asian Bond Markets and Business Opportunities (NRI Paper, No. 82). Nomura Research Institute.
- Kanwal, S., & Nadeem, M. (2013). The Impact of Macroeconomic Variables on the Profitability of Listed Commercial Banks in Pakistan. European Journal of Business and Social Sciences, 2(9), 186-201.
- Karim, B. K., Sami, B. A., & Hichem, B. K. (2010). Bank-specific, industry-specific and macroeconomic determinants of African Islamic banks’ profitability. International Journal of Business and Management Science, 3(1), 39-56.
- Kiganda, E. O. (2014). Effect of Macroeconomic Factors on Commercial Banks Profitability in Kenya: Case of Equity Bank Limited. Journal of Economics and Sustainable Development, 5(2), 46-56.
- Kohler, M. (2013). Does noninterest income make banks more risky? Retail-versus investment-oriented banks. Review of Financial Economics, 23, 182-193.
- Masood, O., Ashraf, M., & Turen, S. (2015). Bank-Specific and Macroeconomic Determinants of Bank Profitability: Evidence from Member States of the OIC. Journal of Islamic Financial Studies, 1(1), 43-51.
- Maudos, J. & Guevara, J. F. (2004). Factors explaining the interest margin in the banking sectors of the European Union. Journal of Banking and Finance, 28(9), 22592281.
- Muhamet, A., &Arbana, S. (2016). The Effect of Credit Risk Management on Banks’ Profitability in Kosovo. European Journal of Economic Studies, 18(4), 492-515.
- Mustafa, A., Ansari, R., & Younis, M. (2011). Does the Loan Loss Provision Affect the Banking Profitability in Case of Pakistan? Asian Economic and Financial Review, 2(7), 772-783.
- Ongore, V., & Kusa, G. (2013). Determinants of Financial Performance of Commercial Banks in Kenya. International Journal of Economics and Financial Issues, 3(1), 237-252.
- Pasiouras, F., & Kosmidou, K. (2007). Factors influencing the profitability of domestic and foreign commercial banks in the European Union. Research in International Business and Finance, 21(2), 222-237.
- Saunders, A., & Schumacher, L. (2000). The determinants of bank interest rate margins: an international study. Journal of International Money and Finance, 19(6), 813-832.
- Simiyu, C., & Ngile, L. (2015). Effect of Macroeconomic Variables on Profitability of Commercial Banks Lsited in the Nairobi Securities Exchange. International Journal of Economics, Commerce and Management, III(4), 1-16.
- Van Ommeren, S. (2011). An examination of the determinants of banks’ profitability in the European banking sector (Unpublished master’s thesis). Rotterdam: Erasmus University.
- Vidal-Abarca, A. O., Xia, L., Deorukhkar, S., Rodrgo, T., & Ugarte, A. (2017). Fintech in Emerging ASEAN Trends and Prospects. Spain: BBVA Research Inc.
- Vong, P., & Chan, H. (2008). Determinants of Bank Profitability in Macau. The 30th Anniversary of Journal of Banking and Finance Conference (pp. 93-113).
- Wasiuzzaman, S., & Tarmizi, H. A. B. A. (2010). Profitability of Islamic banks in Malaysia: an empirical analysis. Journal of Islamic Economics, Banking and Finance, 6(4), 53-68.
- Zarrouk, H. (2012). Does financial crisis reduce Islamic banks’ performance? Evidence from GCC Countries. Journal of Islamic Finance and Business Research, 1(1), 1-16.