The effect of COVID-19, Non-performing Loans, and Non-Interest Income on Bank Performance
Case Study in ASEAN-5's Banking Industry
DOI:
https://doi.org/10.9744/petraijbs.6.1.53-61Keywords:
Bank Performance, Covid-19, Non-performing loan, Non-Interest Income, Banking, ASEAN-5Abstract
The COVID-19 pandemic that has hit the entire world has also had a major impact on the banking industry at the global level. Therefore, this study aims to examine the effects of the COVID- 19 pandemic, non-performing loans, and non-interest income in ASEAN-5 countries from the first quarter of 2020 to the fourth quarter of 2021. The sample consists of 86 banks listed in the capital markets of Indonesia, Malaysia, Thailand, Singapore, and Philippines. The research method used is panel regression estimated using fixed effect model and random effect model. The results showed that COVID-19 had a significant positive effect on net income after taxes, while non-performing loans also had a significant and negative effect on banking performance. However, there is no significant role in non-interest income in banking in ASEAN-5.
References
Afkar, T., Chandrarin, G., & Pirmaningsih, L. (2020). Moderation of Non Performing Financing on Natural Uncertainty Contracts To The Profitability of Islamic Commercial Bank In Indonesia. International Journal of Economics, Business and Accounting Research (IJEBAR), 4(02), 330–339. https://doi.org/10.29040/ijebar.v4i02.1051
Agustuty, L. (2020). The Effect of Fee Based Income and Trading Income on Market Performance and Risk in the Banking Industry in Indonesia. International Journal of Innovative Science and Research Technology, 5(11), 972–977.
Al-Harbi, A. (2019). The determinants of conventional banks profitability in developing and underdeveloped OIC countries. Journal of Economics, Finance and Administrative Science, 24(47), 4–28. https://doi.org/10.1108/JEFAS-05-2018-0043
Alfi, A. (2021, August 9). Di Antara 4 Negara Asean, Industri Perbankan di Indonesia Hadapi Anomali. Finansial Bisnis. https://finansial.bisnis.com/read/20210809/90/1427548/di-antara-4-negara-asean-industri-perbankan-di-indonesia-hadapi-anomali
Aqel, S. (2022). Bank Specific and Macroeconomic Determinants of Liquidity: Evidence from Palestine. Montenegrin Journal of Economics, 18(1), 61–76. https://doi.org/10.14254/1800-5845/2022.18-1.5
Ari, A., Chen, S., & Ratnovski, L. (2021). The dynamics of non-performing loans during banking crises: A new database with post-COVID-19 implications. Journal of Banking & Finance, 133, 106140. https://doi.org/10.1016/j.jbankfin.2021.106140
Astuti, E. (2018). Determinant Capital Structure of Banking Company in Indonesia. Kinerja Journal of Business and Economics, 22(1).
Bacchiocchi, A., Bischi, G. I., & Giombini, G. (2022). Non-performing loans, expectations and banking stability: A dynamic model. Chaos, Solitons and Fractals, 157, 111906. https://doi.org/10.1016/j.chaos.2022.111906
Banks, J., Karjalainen, H., & Propper, C. (2020). Recessions and Health: The Long‐Term Health Consequences of Responses to the Coronavirus*. Fiscal Studies, 41(2), 337–344. https://doi.org/10.1111/1475-5890.12230
Barua, B., & Barua, S. (2021). COVID-19 implications for banks: evidence from an emerging economy. SN Business & Economics, 1(1), 1–28. https://doi.org/10.1007/s43546-020-00013-w
Barua, S. (2020). COVID-19 Pandemic and World Trade: Some Analytical Notes. SSRN Electronic Journal, January. https://doi.org/10.2139/ssrn.3577627
Berger, A., & DeYoung, R. (1997). Problem Loans and Cost Efficiency in Commercial Banks. Finance and Economics Discussion Series, 1997(08), 1–29. https://doi.org/10.17016/feds.1997.08
Boudriga, A., Taktak, N. B., & Jellouli, S. (2010). Bank specific, business and institutional environment determinants of banks nonperforming loans: Evidence from MENA countries. Journal of Chemical Information and Modeling, 53(September), 1689–1699.
Cetin, H. (2018). The Impact of Non-Interest Income on Banks’ Profitabilities. Journal of Advanced Management Science, 6(3), 161–164. https://doi.org/10.18178/joams.6.3.161-164
Chen, S., Igan, D., Pierri, N., & Presbitero, A. (2020). Tracking the Economic Impact of COVID-19 and Mitigation Policies in Europe and the United States. IMF Working Papers, 20(125). https://doi.org/10.5089/9781513549644.001
Coscieme, L., Mortensen, L. F., Anderson, S., Ward, J., Donohue, I., & Sutton, P. C. (2020). Going beyond Gross Domestic Product as an indicator to bring coherence to the Sustainable Development Goals. Journal of Cleaner Production, 248, 119232. https://doi.org/10.1016/j.jclepro.2019.119232
Cucinotta, D., & Vanelli, M. (2020). WHO Declares COVID-19 a Pandemic. Acta Bio-Medica : Atenei Parmensis, 91(1), 157–160. https://doi.org/10.23750/abm.v91i1.9397
Dicuonzo, G., Donofrio, F., Fusco, A., & Dell’Atti, V. (2021). Blockchain Technology: Opportunities and Challenges for Small and Large Banks During COVID-19. International Journal of Innovation and Technology Management, 18(04). https://doi.org/10.1142/S0219877021400010
Dietrich, A., & Wanzenried, 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. https://doi.org/10.1016/j.intfin.2010.11.002
Dietsch, M. (1997). The Efficiency of French Banking Industry. Managerial Finance, 23(1), 48–56. https://doi.org/10.1108/eb018601
Disemadi, H. S., & Shaleh, A. I. (2020). Banking credit restructuring policy on the impact of COVID-19 spread in indonesia. Jurnal Inovasi Ekonomi, 05(02), 63–70. http://ejournal.umm.ac.id/index.php/jiko
Ekinci, R., & Poyraz, G. (2019). The Effect of Credit Risk on Financial Performance of Deposit Banks in Turkey. Procedia Computer Science, 158, 979–987. https://doi.org/10.1016/j.procs.2019.09.139
Eneizan, B. et al. (2023). Acceptance of Mobile Banking in the Era of COVID-19. In: Al-Emran, M., Al-Sharafi, M.A., Shaalan, K. International Conference on Information Systems and Intelligent Applications. ICISIA 2022. Lecture Notes in Networks and Systems, vol 550. Springer, Cham. https://doi.org/10.1007/978-3-031-16865-9_3
Gao, Z., Xu, Y., Sun, C., Wang, X., Guo, Y., Qiu, S., & Ma, K. (2021). A systematic review of asymptomatic infections with COVID-19. Journal of Microbiology, Immunology and Infection, 54(1), 12–16. https://doi.org/10.1016/j.jmii.2020.05.001
Goodell, J. W. (2020). COVID-19 and finance: Agendas for future research. Finance Research Letters, 35(April). https://doi.org/10.1016/j.frl.2020.101512
Hassan, M. K., Karim, M. S., Lawrence, S., & Risfandy, T. (2022). Weathering the COVID-19 storm: The case of community banks. Research in International Business and Finance, 60(June 2021), 101608. https://doi.org/10.1016/j.ribaf.2021.101608
Ito, T. (2020). Impact of the coronavirus pandemic crisis on the financial system in the eurozone. Journal of Corporate Accounting & Finance, 31(4), 15–20. https://doi.org/10.1002/jcaf.22466
Jewell, J. J., & Mankin, J. A. (2011). What Is Your Roa ? an Investigation of the Many Formulas for Calculating Return on Assets. Academy of Educational Leadership Journal, 15(Special Issue), 79–91.
Kabir, S., & Salim, R. A. (2014). Regional Economic Integration in ASEAN: How Far Will It Go? Southeast Asian Economies, 31(2), 313. https://doi.org/10.1355/ae31-2j
Kasmir. (2012). Manajemen Perbankan. Raja Gafindo Persada.
Katusiime, L. (2021). COVID 19 and Bank Profitability in Low Income Countries: The Case of Uganda. Journal of Risk and Financial Management, 14(12), 588. https://doi.org/10.3390/jrfm14120588
Khairi, A., Bahri, B., & Artha, B. (2021). A Literature Review of Non-Performing Loan. Journal of Business and Management Review, 2(5), 366–373. https://doi.org/10.47153/jbmr25.1402021
Khan, M. A., Siddique, A., & Sarwar, Z. (2020). Determinants of non-performing loans in the banking sector in developing state. Asian Journal of Accounting Research, 5(1), 135–145. https://doi.org/10.1108/AJAR-10-2019-0080
Köhler, M. (2014). Does non-interest income make banks more risky? Retail- versus investment-oriented banks. Review of Financial Economics, 23(4), 182–193. https://doi.org/10.1016/j.rfe.2014.08.001
Kokkinis, A., & Miglionico, A. (2021). The Impact of the COVID-19 Pandemic on the Banking Sector. Banking Law, 9, 327–344. https://doi.org/10.4324/9781003133636-21
Krisvian, A., & Rokhim, R. (2022). Financial Risk Management in 2020’s Recession: Evidence from ASEAN Countries. Petra International Journal of Business Studies, 5(1), 56–73. https://doi.org/10.9744/ijbs.5.1.56-73
Lagoarde-Segot, T., & Leoni, P. L. (2013). Pandemics of the poor and banking stability. Journal of Banking & Finance, 37(11), 4574–4583. https://doi.org/10.1016/j.jbankfin.2013.04.004
Laryea, E., Ntow-Gyamfi, M., & Alu, A. A. (2016). Nonperforming loans and bank profitability: evidence from an emerging market. African Journal of Economic and Management Studies, 7(4), 462–481. https://doi.org/10.1108/AJEMS-07-2015-0088
Lee, C. C., Yang, S. J., & Chang, C. H. (2014). Non-interest income, profitability, and risk in banking industry: A cross-country analysis. North American Journal of Economics and Finance, 27, 48–67. https://doi.org/10.1016/j.najef.2013.11.002
Markowitz, H. (1952). Portfolio Selecion. Journal of Finance, 7(1), 77–91.
Marous, J. (2022, April 22). Covid-19 accelerates urgency for digital banking transformation. The Financial Brand. Retrieved April 6, 2023, from https://thefinancialbrand.com/news/banking-trends-strategies/covid-19-coronavirus-digital-innovation-transformation-trend-capgemini-amazon-97453/
Molly, V., & Michiels, A. (2022). Dividend decisions in family businesses: A systematic review and research agenda. Journal of Economic Surveys, 36(4), 992–1026. https://doi.org/10.1111/joes.12460
Naeem, M., & Ozuem, W. (2021). The role of social media in internet banking transition during COVID-19 pandemic: Using multiple methods and sources in qualitative research. Journal of Retailing and Consumer Services, 60(December 2020), 102483. https://doi.org/10.1016/j.jretconser.2021.102483
Naili, M., & Lahrichi, Y. (2022). The determinants of banks’ credit risk: Review of the literature and future research agenda. International Journal of Finance & Economics, 27(1), 334–360. https://doi.org/10.1002/ijfe.2156
Otoritas Jasa Keuangan. (2020). Delapan Hal yang Perlu Kamu Tahu tentang Restrukturisasi Kredit Pembiayaan. www.ojk.go.id. https://ojk.go.id/id/berita-dan-kegiatan/info-terkini/Pages/Delapan-Hal-yang-Perlu-Diketahui-tentang-Restrukturisasi-Kredit-Pembiayaan.aspx
Park, S. W., Cornforth, D. M., Dushoff, J., & Weitz, J. S. (2020). The time scale of asymptomatic transmission affects estimates of epidemic potential in the COVID-19 outbreak. Epidemics, 31(April), 100392. https://doi.org/10.1016/j.epidem.2020.100392
Porter, T. (2021). What is net income? Definition and how to calculate it. Bankrate. https://www.bankrate.com/taxes/what-is-net-income/
Rasbin. (2020). Credit Restructuring to Encourage Economic Recovery and Growth in 2021. Pusat Penelitian Badan Keahlian DPR RI (Info Singkat), XII(23), 19–24.
Regehr, K., & Sengupta, R. (2016). Has the Relationship between Bank Size and Profitability Changed? Federal Reserve Bank of Kansas City, 49–72. https://www.kansascityfed.org/research/economic-review/2q16RegehrSengupta/
Sitopu, F. (2022). Pelaksanaan Restrukturisasi Kredit Berdasarkan POJK Stimulus Dampak Covid-19 Ditinjau dari Risiko Hukum. Locus Journal of Academic Literature Review, 415–427. https://doi.org/10.56128/ljoalr.v1i8.99
Sohibien, G. P. D., Laome, L., Choiruddin, A., & Kuswanto, H. (2022). COVID-19 Pandemic’s Impact on Return on Asset and Financing of Islamic Commercial Banks: Evidence from Indonesia. Sustainability (Switzerland), 14(3), 1–13. https://doi.org/10.3390/su14031128
Staikouras, C. K. (2004). The Determinants Of European Bank Profitability. In International Business & Economics Research Journal (Vol. 3, Issue 6).
Staikouras, C. K., & Wood, G. E. (2011). The Determinants Of European Bank Profitability. International Business & Economics Research Journal (IBER), 3(6). https://doi.org/10.19030/iber.v3i6.3699
Stephan, U., Zbierowski, P., & Hanard, P.-J. (n.d.). Entrepreneurship and Covid-19: Challenges and opportunities An assessment of the short-and long-term consequences for UK small businesses. www.kcl.ac.uk/business
Tharu, N. K., & Shrestha, Y. M. (2019). The influence of bank size on profitability: An application of statistics. International Journal of Financial, Accounting, and Management, 1(2), 81–89. https://doi.org/10.35912/ijfam.v1i2.82
Twum, A. K., ZhongMing, T., Agyemang, A. O., Ayamba, E. C., & Chibsah, R. (2021). The impact of internal and external factors of credit risk on businesses: An empirical study of Chinese commercial banks. Journal of Corporate Accounting & Finance, 32(1), 115–128. https://doi.org/10.1002/jcaf.22482
Williams Jr, R. I. (2018). Measuring family business performance: research trends and suggestions. Journal of Family Business Management, 8(2), 146–168. https://doi.org/10.1108/JFBM-12-2017-0047
Xie, H., Chang, H. L., Hafeez, M., & Saliba, C. (2021). COVID-19 post-implications for sustainable banking sector performance: evidence from emerging Asian economies. Economic Research-Ekonomska Istrazivanja , 0(0), 1–16. https://doi.org/10.1080/1331677X.2021.2018619
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