Revisiting the impact of intrinsic financial risks on the firm value of banks in ASEAN-5 countries: a panel data approach
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DOIhttp://dx.doi.org/10.21511/bbs.15(2).2020.18
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Article InfoVolume 15 2020, Issue #2, pp. 200-213
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The paper aims to explore the impact of financial risks on the firm value of banks in ASEAN-5 countries. The study used the panel data regression model to analyze the available data for 63 commercial banks in ASEAN-5 countries from 2009 to 2017, totaling 567 observations. GMM dynamic estimation was also used for robustness and comparison purposes. The financial risk was measured using the non-performing loans ratio (NPL), the loan to deposit ratio (LD), the liquid asset ratio (LATA), the cost to income ratio (CIR), and the net interest margin (NIM), while firm value was measured using the enterprise value. The study used controlled variables proxied by size, GDP growth and the inflation rate, while the correlation between credit risk and interest rate risk (CR•IR) was also determined. Given the results of the study, credit risk proxy by non-performing loans ratio has a significant positive effect on the firm value, the liquidity risk (LD) has a significant positive impact on the firm value of ASEAN banks, while LATA has a significant negative effect on the firm value. Operational risk (CIR) and interest rate risk (NIM) have a significant negative impact on the firm value of ASEAN-5 banks. Bank size and inflation rate significantly and negatively affect the firm value, while GDP growth is found to have a significant positive impact on the firm value of ASEAN-5 banks. An insignificant interaction is found between credit risk and interest rate risk (CR•IR). The GMM estimation also supported these findings. The results obtained will be an important signal for policy makers, which is useful for the effective mobilization and allocation of credits to productive areas and helps manage inherent risks. The study provides implications for all countries regarding the financial risks associated with the value of the firm. Therefore, this study offers new insights into this relationship by providing useful information to the academics, policy makers, governments, and other stakeholders and serves as a benchmark for further study in this area.
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JEL Classification (Paper profile tab)G21, G32
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References73
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Tables5
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Figures0
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- Table 1. Data distribution by country and year
- Table 2. Summary of descriptive statistics per country: mean, standard deviation, min and max for 2009–2017
- Table 3. Hausman model specification test
- Table 4. Panel data analysis – ASEAN-5 banks
- Table 5. Panel data analysis by country
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- Acharya, V., & Schaefer, S. (2006). Liquidity risk and correlation risk: Implications for risk management. London, UK London Business School.
- Adnan, M. A., Htay, S. N., Rashid, H. M., & Meera, A. K. (2011). A panel data analysis on the relationship between corporate governance and bank efficiency. Journal of Accounting, Finance and Economics, 1(7), 1-15.
- Adzobu, L. D., Agbloyor, E. K., & Aboagye, A. (2017). The effect of loan portfolio diversification on banks’ risks and return Evidence from an emerging market. Managerial Finance, 43(11), 1274-1291.
- Alhassan, A. L., Kyereboah-Coleman, A., & Andoh, C. (2014). Asset quality in a crisis period: an empirical examination of Ghanaian banks. Review of Development Finance, 4(1), 50-62.
- Al-Tamimi, H., Miniaoui, H., & Elkelish, W. W. (2015). Financial risk and Islamic banks performance in the Gulf Cooperation Council. The International Journal of Business and Finance Research, 9(5), 103-112.
- Angbazo, L. (1997). Commercial bank net interest margin, default risk, interest risk and off-balance sheet banking. Journal of Banking and Finance, 21(1), 55-87.
- Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components Models. Journal of Econometrics, 68(1), 29-51.
- Arif, A., & Anees, A. N. (2012). Liquidity risk and performance of banking system. Journal of Financial Regulation and Compliance, 20(20), 182-195.
- Ariffin, A. F., & Tafri, F. H. (2014). The Impact of Financial Risks on Islamic Banks Profitability. In International Conference on Business, Sociology and Applied Sciences (ICBSAS’14) (pp. 26-27).
- Arora, N., Arora, N. G., & Kanwar, K. (2018). Non-performing assets and technical efficiency of Indian banks: A Meta frontier analysis. Benchmarking: An International Journal, 25(7), 2105-2125.
- Aruwa, S. A., & Musa, A. O. (2014). Risk components and the financial performance of deposit money banks in Nigeria. International Journal of Social Sciences and Entrepreneurship, 1(11), 514-522.
- Ashraf, D., Altunbas, Y., & Goddard, J. (2007). Who transfers credit risk? Determinant of the use of credit derivatives by large US banks. The European Journal of Finance, 13(5), 483-500.
- Athanasoglou, P., Brissimis, S. N., & Delis, M. D. (2008). Bank-specific, industry-specific and macroeconomic determinant of bank profitability. Journal of International Financial Markets, Institutions and Money, 18(2), 121-136.
- Athanasoglou, P., Delis, M., & Staikouras, C. (2006). Determinant of banking profitability in the south eastern European region (MPRA Working Paper No. 10274) (pp. 1-31).
- BCBS. (2003). Basel Committee on Bank Supervision: Overview of the new basel capital accord (Consultative Document). Basel, Switzerland.
- Beck, T. (2012). The role of finance in economic development: benefits, risks, and politics. Oxford Handbook of Capitalism, 161-203.
- Beck, T., & Laeven, L. (2006). Resolution of failed banks by deposit insurers: Cross-country evidence (Policy Research Working Paper Series No. 3920). The World Bank.
- Bhullar, P. S & Bhatnagar, D. (2013). Theoretical framework EV vs. Stock price – A better measurement of firm value. International Journal of Commerce, Business and Management, 2(6), 335-343.
- Biruk, D. (2015). Assessment of Credit Risk Management Practice of Commercial Bank of Ethiopia (Doctoral dissertation).
- Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143.
- Boahene, S. H., Dasah, J., & Agyei, S. K. (2012). Credit risk and profitability of selected banks in Ghana. Research Journal of Finance and Accounting, 3(7), 6-13.
- Bourke, P. (1989). Concentration and other determinants of bank profitability in Europe, North America and Australia. Journal of Banking & Finance, 13(1), 65-79.
- Bowman, E. H. (1980). A risk/return paradox for strategic management (Working Paper WP 1107-80).
- Bowman, E. H. (1982). Risk seeking by troubled firms. Sloan Management Review, 23(4), 33.
- Bowman, E. H. (1984). Content analysis of annual reports for corporate strategy and risk. Interfaces, 14(1), 61-71.
- Bromiley, P. (1991). Testing a causal model of corporate risk taking and performance. Academy of Management Journal, 34(1), 37-59.
- Ćurak, M., Pepur, S., & Poposki, K. (2013). Determinants of non-performing loans – evidence from South-eastern banking systems. Banks and Bank System, 8(1), 45-54.
- Demirgüç-Kunt, A., & Huizinga, H. (1999). Determinants of commercial bank interest margins and profitability: some international evidence. The World Bank Economic Review, 13(2), 379-408.
- Demirovic, A., & Thomas, D. C. (2007). The relevance of accounting data in the measurement of credit risk. European Journal of Finance, 13(3), 253-268.
- Distinguin, I., Roulet, C., & Tarazi, A. (2012). Bank regulatory capital buffer and liquidity: evidence from US and European publicly traded banks. In The 29th International Conference of the French Finance Association (AFFI).
- Du, J., Wu, F., & Liang, X. (2016). Corporate liquidity and firm value: evidence from China’s listed firms. In SHS Web of Conferences, 24, 01013.
- Dumicic, M., & Ridzak, T. (2013). Determinants of banks net interest margin in Central and Eeastern Europe. Financial Theory and Practice, 37(1), 1-30.
- Fiegenbaum, A. & Thomas, H. (1988). Attitudes toward risk and risk-return paradox. Academy of Management Journal, 31(1), 85-106.
- Fiegenbaum, A., & Thomas, H. (1985). An Examination of the Structural Stability of Boman’s Risk-Return Paradox. In Academy of Management Proceedings (pp. 7-10). Briarcliff Manor, NY 10510: Academy of Management.
- Ghosh, A. (2012). Managing risks in commercial and retail banking. John Wiley & Sons.
- Ghosh, A. (2015). Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states. Journal of Financial Stability, 20, 93-104.
- Glick, R., & Hutchison, M. M. (2000). Banking and currency crises: How common are the twins? (Working Paper No. PB99-07).
- Goddard, J., & Wilson, J. O. (2009). Competition in banking: a disequilibrium approach. Journal of Banking and Finance, 33(12), 2282-2292.
- Hakim, S., & Neaime, S. (2001). Performance & credit risk in banking: A comparative study for Egypt and Lebanon (Economic Research Forum Working Paper No. 0137).
- Haque, S. M., & Wani, A. A. (2015). Relevance of Financial Risk with Financial Performance: An Insight of Indian Banking Sector. Pacific Business Review International, 8(5), 54-64.
- Ho, T. S., & Saunders, A. (1981). The determinants of bank interest margins: theory and empirical evidence. Journal of Financial and Quantitative analysis, 16(4), 581-600.
- How, J. C., Melina, A. K., & Verhoeven, P. (2005). Islamic financing and bank risks: the case of Malaysia. Thunderbird International Business Review, 47(1), 75-94.
- Isshaq, Z., & Bokpin, G. A. (2009). Corporate liquidity management of listed firms in Ghana. Asia-pacific Journal of Business Administration, 1(2), 189-198.
- Jia, W., & Chen, B. (2008). Financial risk, business risk and firm value for logistics industry. In 4th International Conference on Wireless Communications, Networking and Mobile Computing.
- Khrawish, H. (2011). Determinant of commercial banks performance: evidence from in Jordan. International Research Journal of Finance and Economics, 81, 148-159.
- Laeven, L., & Levine, R. (2006). Corporate governance, regulation, and bank risk taking (NBER Working Paper). World Bank Mimeo.
- Laeven, L., Ratnovski, L., & Tong, H. (2016). Bank size, capital, and systemic risk: Some international evidence. Journal of Banking and Finance, 69(1), S25-S34.
- Laeven, M. L., & Valencia, F. (2008). The use of blanket guarantees in banking crises (IMF Working Paper No. 8/250). International Monetary Fund.
- Li, F., & Zou, Y. (2014). The Impact of credit risk management on profitability of commercial banks: A study of Europe.
- Lifland, S. (2011). The impact of working capital efficiencies on the enterprise value option: Empirical analysis from the energy sector. Advances in Business Research, 2(1), 57-70.
- Liu, R. (2018). Causes and precaution of financial risks of commercial banks in China. Advance in Social Science, Education and Humanities Research, 176, 386-391.
- Marozva, G. (2015). Liquidity and bank performance. The International Business and Economics Research Journal, 14(3), 453-562.
- Menicucci, E., & Paolucci, G. (2016). The determinants of bank profitability: empirical evidence from European banking sector. Journal of Financial Reporting and Accounting, 14(1), 86-115.
- Naceur, S. B., & Kandil, M. (2008). The impact of capital requirement on banks costs of intermediation and performance. Journal of Economics and Business, 61(1), 70-89.
- Nofiyanti, I. (2014). Effect of credit risk management, market risk and operational risk on banking financial performance in Indonesia (Unpublished Research Thesis).
- Noman, A. H., Pervin, S., Chowdhury, M. M., & Banna, H. (2015). The effect of credit risk on the banking profitability: a case on Bangladesh. Global Journal of Management and Business Research: Corporate Finance, 15(3), 41-48.
- Olalere O.E., Md. Aminul I., Wan S.Yu., & Shafiqur R. (2019). The Effects of Liquidity Risk and Interest-Rate Risk on Profitability and Firm Value among Banks in ASEAN-5 Countries. Journal of Reviews on Global Economics, Lifescience Global, 8, 337-349.
- 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.
- Ponce, T. A. (2012). What determines the profitability of banks? Evidence from Spain. Journal of Accounting and Finance, 53(2), 561-586.
- Rahman, A., Azureen, N., & Hussein, S. M. (2015). An Empirical Analysis of Liquidity Risk and Performance in Malaysia Banks. Australia Journal of Basic & Applied Science, 9(28), 80-84.
- Riahi, Y. M. (2018). How to explain the liquidity risk by the dynamics of discretionary loan loss provisions and non-performing loans? The impact of the global crisis. Managerial Finance, 45(2), 244-262.
- Roodman, D. (2009). How to do xtabond2: an introduction to difference and system GMM in Stata. The Stata Journal, 9(1), 86-136.
- Said, R. M., & Tumin, M. H. (2011). Performance and financial ratios of commercial banks in Malaysia and China. International Review of Business Research Papers, 7(2), 157-169.
- Santomero, A. M. (1997). Commercial bank risk management: an analysis of the process. Journal of Financial Services Research, 12(2-3), 83-115.
- Sheedy, E, & Lubojanski, M. (2018). Risk management behavior in banking. Managerial Finance, 44(7), 902-918.
- Sinha, P., & Sharma, S. (2016). Determinants of bank profits and its persistence in Indian Banks: a study in a dynamic panel data framework. International Journal of System Assurance Engineering and Management, 7(1), 35-46.
- Smirlock, M. (1985). Evidence on the (Non) relationship between concentration and profitability in Banking. Journal of Money Credit and Banking, 17(1), 69-83.
- Spathis, C., Koasmidou, K., & Doumpos, M. (2002). Assessing Profitability Factors in the Greek Banking System: A multi-criteria methodology. International Transactions in Operational Research, 9(5), 517-530.
- Sufian, F., & Chong, R. R. (2008). Determinants of bank profitability in a developing economy: empirical evidence from the Philippines. Asian Academy of Management Journal of Accounting and Finance, 4(2), 91-112.
- Tafri, H. F., Hamid, Z., Meera, A. K. M., & Omar, M. A. (2009). The impact of financial risks on profitability of Malaysian commercial banks: 1996–2005. International Journal of Social, Behavioural, Educational, Business and Industrial Engineering, 3(6), 1320-1334.
- Tafri, H., Rahman, R. A., & Omar, N. (2011). Empirical evidence on the risk management tools practiced in Islamic and conventional banks. Qualitative Research in Financial Markets, 3(2), 86-104.
- Tarus, D. K., Chekol, Y. B., & Mutwol, M. (2012). Determinants of Net Interest Margin of commercial banks in Kenya: A panel study. Procedia Economics and Finance, 2, 199-208.
- Yousfi, I. (2012). Risk management practices and financial performance in Jordan: Empirical evidence form Islamic banks. International Shariah Research Academy for Islamic Finance, 6, 1-24.