Tóm tắt:
Thu nhập lãi cận biên (Net Interest Margin - NIM) được xem là yếu tố quan trọng nhất trong việc đánh giá hiệu quả của một ngân hàng. Nghiên cứu này phân tích tác động của các yếu tố đến NIM trong lĩnh vực ngân hàng tại Việt Nam bằng cách áp dụng phân tích Bayes trên dữ liệu 24 ngân hàng thương mại (NHTM) cổ phần trong khoảng thời gian 2011–2023. Kết quả cho thấy khả năng sinh lời của tài sản (ROA), hiệu quả quản lý (EFE), khả năng sử dụng vốn vay (LDR), chất lượng tín dụng (NPL), tỷ lệ lạm phát (INF) và tăng trưởng kinh tế (GDP) có tác động cùng chiều đáng kể đến NIM. Trong khi đó, quy mô ngân hàng (SIZE) và khả năng thanh khoản (LIQ) là hai nhân tố có tác động ngược chiều đến NIM. Các phát hiện từ nghiên cứu này nhằm giúp các ngân hàng gia tăng NIM thông qua những biện pháp kinh doanh phù hợp với mức thanh khoản hợp lý, tránh lãng phí và rủi ro.
Tài liệu tham khảo:
- Abaidoo, R., & Anyigba, H. (2020). Bank performance variability and strands of inflationary conditions. European Journal of Management and Business Economics, 29(3), 235-253. Doi: https://doi.org/10.1108/EJMBE-09-2018-0100
- Abbas, F., Iqbal, S., & Aziz, B. (2019). The impact of bank capital, bank liquidity and credit risk on profitability in postcrisis period:A comparative study of US and Asia. Cogent Economics & Finance, 7(1), 1605683. Doi: https://doi.org/10.1080/23322039.2019.1605683.
- Abdeljawad, I., & Bahlaq, A. (2023). Determinants of net interest margin for banks operating in Palestine. An-Najah University Journal for Research-B (Humanities), 37(8), 1565-1594. Doi: https://doi.org/10.35552/0247.37.8.2076
- Addai, B., Tang, W., Gyimah, A. G., & Appiah, K. O. (2023). Bank intermediation margins in transition banking domains: Panel evidence from Africa. Economic Change and Restructuring, 56(4), 2129-2167. Doi: https://doi.org/10.1007/s10644-023-09496-7.
- Alkali, M. A., Sipan, I., & Razali, M. N. (2018). An overview of macro-economic determinants of real estate price in Nigeria. International Journal of Engineering & Technology, 7(3.30), 484-488.
- Angori, G., Aristei, D., & Gallo, M. (2019). Determinants of banks’ net interest margin: Evidence from the Euro area during the crisis and post-crisis period. Sustainability, 11(14), 3785. Doi: https://doi.org/10.3390/su11143785.
- Asmar, M. (2018). Effects of bank-specific factors on the net interest margin of working banks
- in Palestine. Journal of Economics & Management, 33, 5-24. Doi: 10.22367/jem.2018.33.01.
- Arif, A., & Nauman Anees, A. (2012). Liquidity risk and performance of banking system. Journal of Financial Regulation and Compliance, 20(2), 182-195. Doi: http://dx.doi.org/10.1108/13581981211218342.
- Arnold, I. J., & van Ewijk, S. E. (2012). The quest for growth: The impact of bank strategy on interest margins. International Review of Financial Analysis, 25, 18-27. Doi: https://doi.org/10.1016/j.irfa.2012.06.005.
- Barik, S. S., & Raje, N. (2019). Net Interest Margins of Banks in India. Margin: The Journal of Applied Economic Research, 13(2), 192-207. Doi: https://doi.org/10.1177/0973801018812545.
- Barros, C. P., Ferreira, C., & Williams, J. (2007). Analysing the determinants of performance of best and worst European banks: A mixed logit approach. Journal of Banking and Finance, 31(7), 2189-2203. Doi: https://doi.org/10.1016/j.jbankfin.2006.11.010.
- Block, J. H., Jaskiewicz, P., & Miller, D. (2011). Ownership versus management effects on performance in family and founder companies: A Bayesian reconciliation. Journal of Family Business Strategy, 2(4), 232-245. Doi: https://doi.org/10.1016/j.jfbs.2011.10.001
- Brock, P. L., & Suarez, L. R. (2000). Understanding the behavior of bank spreads in Latin America. Journal of Development Economics, 63(1), 113-134. Doi: https://doi.org/10.1016/S0304-3878(00)00102-4
- Demirgüç-Kunt, A., Pedraza, A., & Ruiz-Ortega, C. (2021). Banking sector performance during the Covid-19 crisis. Journal of Banking & Finance, 133, 106305. Doi: https://doi.org/10.1016/j.jbankfin.2021.106305.
- Endri, E., Marlina, A., & Hurriyaturrohman, H. (2020). Impact of internal and external factors on the net interest margin of banks in Indonesia. Banks and Bank Systems. Dec, 1(15), 4. Doi:10.21511/bbs.15(4).2020.09.
- Grzenda, W. (2015). The advantages of Bayesian methods over classical methods in the context of credible intervals. Information Systems in Management, 4(1), 53-63.
- Gul, S., Irshad, F., & Zaman, K. (2011). Factors Affecting Bank Profitability in Pakistan. Romanian Economic Journal, 14(39), 61-87.
- Gupta, N., & Mahakud, J. (2020). Ownership, bank size, capitalization and bank performance: Evidence from India. Cogent Economics & Finance, 8(1), 1808282. Doi: https://doi.org/10.1080/23322039.2020.1808282
- Hanzlík, P., & Teplý, P. (2022). Key factors of the net interest margin of European and US banks in a low interest rate environment. International Journal of Finance & Economics, 27(3), 2795-2818. Doi: https://doi.org/10.1002/ijfe.2299.
- 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.
- Holtmann, J., Koch, T., Lochner, K., & Eid, M. (2016). A Comparison of ML, WLSMV, and Bayesian Methods for Multilevel Structural Equation Models in Small Samples: A Simulation Study. Multivariate Behavioral Research, 51(5), 661-680. Doi: https://doi.org/10.1080/00273171.2016.1208074.
- Hussain, I. (2014). Banking industry concentration and net interest margins (NIMs) in
- Pakistan. Journal of Business Economics and Management, 15(2), 384-402. Doi: https://doi.org/10.3846/16111699.2012.732105.
- Islam, Md. S., & Nishiyama, S.-I. (2016). The determinants of bank net interest margins: A panel evidence from South Asian countries. Research in International Business and Finance, 37, 501-514. Doi: https://doi.org/10.1016/j.ribaf.2016.01.024.
- Kasman, A., Tunc, G., Vardar, G., & Okan, B. (2010). Consolidation and commercial bank net interest margins: Evidence from the old and new European Union members and candidate countries. Economic Modelling, 27(3), 648-655. Doi: https://doi.org/10.1016/j.econmod.2010.01.004.
- Khan, M., & Jalil, A. (2020). Determinants of interest margin in Pakistan: A panel data analysis. Economies, 8(2), 25. Doi: https://doi.org/10.3390/economies8020025.
- Khoa, D. D., Phuong, P. T. T., Thach, N. N., & Van Diep, N. (2022). How credit growth and political connection affect net interest margin of commercial bank in Vietnam: A Bayesian approach. In International Econometric Conference of Vietnam (pp. 711-731). Cham: Springer International Publishing. Doi: https://doi.org/10.1007/978-3-030-98689-6_47.
- Kumar, R. (2014). Strategies of banks and other financial institutions: Theories and cases. Elsevier. Doi: https://doi.org/10.1016/C2013-0-01329-1
- Lee, S. P., & Isa, M. (2017). Determinants of bank margins in a dual banking system.
- Managerial Finance, 43(6), 630-645. Doi: https://doi.org/10.1108/MF-07-2016-0189.
- Lestari, H. S., Chintia, H., & Akbar, I. C. (2021). Determinants of net interest margin on conventional banking: Evidence in Indonesia stock exchange. Jurnal Keuangan Dan Perbankan, 25(1), 104-116. Doi: https://doi.org/10.26905/jkdp.v25i1.5102.
- Lynch, S. M. (Ed.). (2007). Introduction to Applied Bayesian Statistics and Estimation for Social Scientists. Springer New York. Doi: https://doi.org/10.1007/978-0-387-71265-9.
- 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. Doi: https://doi.org/10.1108/JFRA-05-2015-0060.
- Megawaty, L., & Ugut, G. S. (2022). Determinants of net interest margin of listed commercial banks in Indonesia. NUSANTARA: Jurnal Ilmu Pengetahuan Sosial, 9(2), 65-75.
- Mustafa-Zatriqi, A., & Ahmeti, S. (2022). Determinants of bank’s net interest margins in Kosovo. Ekonomski Pregled, 73(4), 485-512. Doi: https://doi.org/10.32910/ep.73.4.1.
- Nguyen, H. T., Trung, N. D., & Thach, N. N. (2019). Beyond traditional probabilistic methods in econometrics. In International Econometric Conference of Vietnam (pp. 3-21). Cham: Springer International Publishing. Doi: https://doi.org/10.1007/978-3-030-04200-4_1.
- Obeid, R. (2022). Early warning of bank failure in the Arab region: A logit regression approach. Asian Journal of Economics and Empirical Research, 9(2), 91-99. Doi: https://doi.org/10.20448/ajeer.v9i2.4120.
- Obeid, R., & Adeinat, M. (2017). Determinants of net interest margin: An analytical study on the commercial banks operating in Jordan (2005-2015). International Journal of Economics and Financial Issues, 7(4), 515-525. Doi: https://www.econjournals.com/index.php/ijefi/article/view/5138.
- Puspitasari, E., Sudiyatno, B., Aini, N., & Anindiansyah, G. (2021). The relationship between net interest margin and return on asset: Empirical study of conventional banking in Indonesia. Academic Journal of Interdisciplinary Studies, 10(3), 362-374. Doi: https://doi.org/10.36941/ajis-2021-0090.
- Samad, A. (2015). Determinants bank profitability: Empirical evidence from Bangladesh commercial banks. International journal of financial research, 6(3), 173-179. Doi: http://dx.doi.org/10.5430/ijfr.v6n3p173.
- Raharjo, P. G., Hakim, D. B., Manurung, A. H., & Maulana, T. N. (2014). The determinant of commercial banks’ interest margin in Indonesia: An analysis of fixed effect panel regression. International Journal of Economics and Financial Issues, 4(2), 295-308. https://dergipark.org.tr/en/download/article-file/362861.
- Roy, V. (2020). Convergence Diagnostics for Markov Chain Monte Carlo. Annual Review of Statistics and Its Application, 7(1), 387-412. Doi: https://doi.org/10.1146/annurev-statistics-031219-041300.
- Sarwar, B., Muhammad, N., & Zaman, N. U. (2020). Diversification, industry concentration, and bank margins: Empirical evidence from an emerging south Asian economy. The Journal of Asian Finance, Economics and Business, 7(7), 349-360. Doi: https://doi.org/10.13106/jafeb.2020.vol7.no7.349.
- 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. https://archive.nyu.edu/bitstream/2451/27027/2/wpa98058.pdf.
- Siddik, M. N. A., Kabiraj, S., & Joghee, S. (2017). Impacts of capital structure on performance of banks in a developing economy: Evidence from Bangladesh. International Journal of Financial Studies, 5(2), 13. Doi: https://doi.org/10.3390/ijfs5020013.
- Simoens, M., & Vander Vennet, R. (2021). Bank performance in Europe and the US: A divergence in market-to-book ratios. Finance Research Letters, 40, 101672. Doi: https://doi.org/10.1016/j.frl.2020.101672.
- Son, N. N. (2024). Analyze the impact of factors on Vietnam banks’ net interest margin: A panel data approach. Journal of Infrastructure, Policy and Development, 8(3), 2796. Doi: https://doi.org/10.24294/jipd.v8i3.2796.
- 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 & Finance, 4(2). http://web.usm.my/journal/aamjaf/vol%204-2-2008/4-2-5.pdf.
- Tan, Y. (2016). The impacts of risk and competition on bank profitability in China. Journal of International Financial Markets, Institutions & Money, 40(1), 85-110. Doi: https://doi.org/10.1016/j.intfin.2015.09.003.
- Tan, Y., & Floros, C. (2012). Bank profitability and inflation: The case of China. Journal of Economic Studies, 39(6), 675-696. Doi: https://doi.org/10.1108/01443581211274610.
- Tarus, D. K., Chekol, Y. B., & Mutwol, M. (2012). Determinants of net interest margins of
- commercial banks in Kenya: A panel study. Procedia Economics and Finance, 2, 199-208 Doi: https://doi.org/10.1016/S2212-5671(12)00080-9.
- Tran, O. K. T., Nguyen, D. V, & Duong, K. D. (2022). How market concentration and liquidity
- affect non-performing loans: Evidence from Vietnam. Polish Journal of Management
- Studies, 26(1), 325-337. Doi: https://doi.org/10.17512/pjms.2022.26.1.20.
- Williams, B. (2007). Factors Determining Net Interest Margins in Australia: Domestic and Foreign Banks. Financial Markets, Institutions & Instruments, 16(3), 145-165. Doi: https://doi.org/10.1111/j.1468-0416.2007.00122.x.
- Wu, H. L., Chen, C. H., & Shiu, F. Y. (2007). The impact of financial development and bank characteristics on the operational performance of commercial banks in the Chinese transitional economy. Journal of Economic Studies, 34(5), 401-414. Doi: https://doi.org/10.1108/01443580710823211.
Abstract:
Net interest margin (NIM) is considered the most important factor in assessing a bank's performance. The primary purpose of this study was to evaluate the most important factors that influence the Net Interest Margin (NIM) in the commercial banks operating in Viet Nam using the Bayesian linear regression method for 24 commercial banks covering the study period 2011–2023. The results show that profitability (ROA), operational cost to operating income ratio (EFE), loan-to-deposit ratio (LDR), non-performing loan ratio (NPL), inflation rate (INF) and GDP growth (GDP) have a significant positive impact on NIM of banks. Meanwhile, bank size (SIZE) and liquidity (LIQ) are two factors that negatively affect NIM. The study suggests that banks should develop reasonable business strategies, maintain an appropriate level of liquidity to avoid waste and mitigate risks that could affect profitability.