Income Smoothing, Displaced Commercial Risk and Bankruptcy in Indonesian Islamic Banks During the COVID-19 Pandemic
DOI:
https://doi.org/10.33005/jasf.v6i2.507Keywords:
Bankruptcy Risk, COVID-19 Pandemic, Displaced Commercial Risk, Income Smoothing, Indonesia Islamic Banking, Z-ScoreAbstract
This research seeks to examine how the COVID-19 pandemic has influenced shifts in income smoothing practices within Islamic banks in Indonesia. It also investigates the effect of income smoothing on displaced commercial risk (DCR) and the influence of DCR on the potential for bankruptcy in Islamic banks. Using a quantitative approach, the study employs a mean difference test and panel data regression through path analysis in relation to 13 Islamic banks over two 21-month periods before the pandemic (July 2017 to March 2019) and during the pandemic (April 2019 to December 2020). The findings reveal significant differences in income smoothing behavior between the pre-pandemic and pandemic periods, with income smoothing negatively affecting DCR. Furthermore, a lower DCR leads to a lower bankruptcy risk, as measured by the z-score. These results highlight the interconnectedness of income smoothing, commercial risk management, and financial stability in Islamic banks during periods of economic uncertainty. The study concludes that Islamic banks need to enhance risk management strategies to mitigate the effects of external economic shocks.
Downloads
References
Abbas, A., Triani, N., Rayyani, W. O., & Radwan, M. (2021). Efficient or Opportunistic: An Empirical Test of Managerial Discretion of Islamic Banking in Reporting the Earnings Ahmad Abbas Neks Triani Maha Radwan. Economica: Jurnal Ekonomi Islam, 12(2), 175–196. https://doi.org/10.21580/economica.2021.12.2.9053
Abogun, S., Adigbole, E. A., & Olorede, T. E. (2021). Income smoothing and firm value in a regulated market: the moderating effect of market risk. Asian Journal of Accounting Research, 6(3), 296–308. https://doi.org/10.1108/AJAR-08-2020-0072
Aboud, A., Haruna, B., & Diab, A. (2023). The relationship between income smoothing and the cost of debt: evidence from the United Kingdom and Nigeria. International Journal of Accounting & Information Management, 31(3), 455–477. https://doi.org/10.1108/IJAIM-09-2022-0204
Abu-serdaneh, J. (2018). Bank loan-loss accounts, income smoothing, capital management, signaling and procyclicality Evidence from Jordan. Journal of Financial Reporting and Accounting, 16(4), 677–693. https://doi.org/10.1108/JFRA-06-2016-0041
Acharya, V. V., & Lambrecht, B. M. (2015). A Theory of Income Smoothing When Insiders Know More Than Outsiders. The Review of Financial Studies, 28(9), 2534–2574. https://doi.org/10.1093/rfs/hhv026
Aftab, R., & Naveed, M. (2021). An analysis of COVID-19 implications for SMEs in Pakistan. Journal of Chinese Economic and Foreign Trade Studies, 14(1), 74–88. https://doi.org/10.1108/JCEFTS-08-2020-0054
AlShattarat, W. K., & Atmeh, M. A. (2016). Profit-sharing investment accounts in islamic banks or mutualization, accounting perspective. Journal of Financial Reporting and Accounting, 14(1), 30–48. https://doi.org/10.1108/JFRA-07-2014-0056
Altman, E.I., Iwanicz-Drozdowska, M., Laitinen, E.K. and Suvas, A. (2017), Financial Distress Prediction in an International Context: A Review and Empirical Analysis of Altman's Z-Score Model. J Int Financ Manage Account, 28: 131-171. https://doi.org/10.1111/jifm.12053
Aysan, A. F., Disli, M., Duygun, M., & Ozturk, H. (2018). Religiosity versus rationality: Depositor behavior in Islamic and conventional banks. Journal of Comparative Economics, 46(1), 1–19. https://doi.org/10.1016/j.jce.2017.03.001
Baik, B., Choi, S., & Farber, D. B. (2020). Managerial Ability and Income Smoothing. The Accounting Review, 95(4), 1–22. https://doi.org/10.2308/accr-52600
Banna, H., Hassan, M. K., Ahmad, R., & Alam, M. R. (2022). Islamic banking stability amidst the COVID-19 pandemic: the role of digital financial inclusion. International Journal of Islamic and Middle Eastern Finance and Management, 15(2), 310–330. https://doi.org/10.1108/IMEFM-08-2020-0389
Barau, A. M. (2023). Displacement Commercial Risk (DCR) and the Level of Risk Sharing between Unrestricted Investment Account Holders (URIAHs) and Shareholders in an Islamic Bank. European Journal of Business and Management, 15(16), 21–29. https://doi.org/10.7176/EJBM/15-16-04
Biswas, S., Bhattacharya, S. N., Jin, J. Y., Bhattacharya, M., & Sadarangani, P. H. (2024). Loan loss provisions and income smoothing in banks: the role of trade openness and IFRS in BRICS. China Accounting and Finance Review, 26(1), 76–101. https://doi.org/10.1108/CAFR-03-2023-0037
Brahim, S. R., & Muhammad, R. (2020). Praktik Income Smoothing dan Potensi Displaced Commercial Risk pada Sukuk Mudharabah. Al-Mashrafiyah: Jurnal Ekonomi, Keuangan dan Perbankan Syariah, 4(2), 1–14. https://doi.org/10.24252/al-mashrafiyah.v4i2.13375
Bugshan, A., Alnahdi, S., Ananzeh, H., & Alnori, F. (2022). Does oil price uncertainty affect earnings management? Evidence from GCC markets. International Journal of Energy Sector Management, 16(6), 1240–1258. https://doi.org/10.1108/IJESM-05-2021-0003
Butar, S. B. (2020). Income Smoothing, Default Risk and Stock Price Crashes: The Moderating Effect of Manager Age. Jurnal Dinamika Akuntansi dan Bisnis, 7(1). https://dx.doi.org/10.24815/jdab.v7i1.15129
Cerd, L. M., & Segu, L. A. (2021). Understanding the relevance of family business , gender and value chains for SMEs ’ innovation in the context of COVID-19. International Journal of Entrepreneurial Behavior & Research. https://doi.org/10.1108/IJEBR-12-2021-1028
Chattha, J. A., & Alhabshi, S. M. (2020). Benchmark rate risk, duration gap and stress testing in dual banking systems. Pacific-Basin Finance Journal, 6. https://doi.org/10.1016/j.pacfin.2018.08.017
Chattha, J. A., Alhabshi, S. M., Kameel, A., & Meera, M. (2020). Risk management with a duration gap approach. Journal of Islamic Accounting and Business Research, 11(6), 1257–1300. https://doi.org/10.1108/JIABR-10-2017-0152
Correa-martínez, L, C., Kampmeier, Stefanie, Kümpers, Philipp, Schwierzeck, Vera, Hennies, Marc, Hafezi, Wali, Kühn, Joachim, Pavenstädt, Hermann, Ludwig, & Stephan. (2020). cross A Pandemic in Times of Global Tourism: Superspreading and Exportation of COVID-19 Cases from a Ski Area in Austria. Journal of Clinical Microbiology, 58(6), 19–21. https://doi.org/https://doi.org/10.1128/jcm.00588-20
Drissi, S., & Angade, K. (2019). Islamic Financial Intermediation the Emergence of A New Model. European Journal of Islamic Finance, 12. https://doi.org/10.13135/2421-2172/2880
Gonzales, O., & MacKinnon, D. P. (2021). The Measurement of the Mediator and its Influence on Statistical Mediation Conclusions. Psychol Methods, 26(1), 1–17. https://doi.org/10.1037/met0000263
Gunadi, A. D., Lesmana, H., Fachrizah, H., Revindoc, M. D., & Daniswara, R. V. (2022). Dealing with the COVID-19 Pandemic in Indonesia: MSMEs’ Coping Strategy, Recovery Path, and Business Transformation. Jurnal Ekonomi Indonesia, 11(1), 25–62. https://doi.org/10.52813/jei.v11i1.195
Gupta, M. (2024). Managerial incentives and accounting quality: the role of ownership in banking. Journal of Applied Accounting Research. https://doi.org/10.1108/JAAR-06-2023-0175
Hassan, M. K., Muneeza, A., & Sarea, A. M. (2022). The Impact of the COVID-19 Pandemic on Islamic Finance: The Lessons Learned and the Way Forward. Emerald Publishing Limited. https://doi.org/10.1108/978-1-80071-625-420210001
Hati, S. R. H., Putri, N. I. S., Daryanti, S., Wibowo, S. S., & Anya Safira, H. S. (2022). Brand familiarity vs profit-sharing rate: which has a stronger impact on Muslim customers’ intention to invest in an Islamic bank? Journal of Islamic Marketing, 13(8), 1703–1727. https://doi.org/10.1108/JIMA-08-2020-0247
IMF. (2020). Cover IMF Working Papers the Nature of Islamic Banking and Solvency Stress Testing - Conceptual Considerations. https://doi.org/10.5089/9781513550886.001
Ismal, R. (2012). Formulating withdrawal risk and bankruptcy risk in Islamic banking. International Journal of Islamic and Middle Eastern Finance and Management, 5(1), 63–77. https://doi.org/10.1108/17538391211216848
Jallali, S., & Zoghlami, F. (2022). Does risk governance mediate the impact of governance and risk management on banks’ performance? Evidence from a selected sample of Islamic banks. Journal of Financial Regulation and Compliance, 30(4), 439–464. https://doi.org/10.1108/JFRC-04-2021-0037
Jan, A. A., Lai, F.-W., Shah, S. Q. A., Tahir, M., Hassan, R., & Shad, M. K. (2023). Does Islamic corporate governance prevent bankruptcy in Islamic banks? Implications for economic sustainability. Management & Sustainability: An Arab Review, Vol. ahead. https://doi.org/10.1108/MSAR-02-2023-0009
Jin, J. Y., Kanagaretnam, K., Liu, Y., & Lobo, G. J. (2019). Economic policy uncertainty and bank earnings opacity. Journal of Accounting and Public Policy, 38(3), 199–218. https://doi.org/10.1016/j.jaccpubpol.2019.05.002
Karim, M. R., Shetu, S. A., & Razia, S. (2021). COVID-19, liquidity and financial health: empirical evidence from South Asian economy. Asian Journal of Economics and Banking, 5(3), 307–323. https://doi.org/10.1108/AJEB-03-2021-0033
Khan, M. B., Conteh, S., Ghafoorzai, S. A., Jasir, M. M., & Mohtesham, A. H. (2021). Justifying the Need for Smoothing Tools by Islamic Financial Institutions. El Barka: Journal of Islamic Economics and Business, 4(1), 18–41. https://doi.org/10.21154/elbarka.v4i1.2446
Khzer, K. A., & Jaf, R. A. S. (2023). The Role of Income Smoothing on Financial Performance Indicators. 3C Empresa. Investigación y Pensamiento Crítico, 12(2), 362–376. https://doi.org/10.17993/3cemp.2023.120252.362-376
Kurniasari, A., Adam, M., & Hamdan, U. (2023). The effects of profit volatility, income smoothing, good corporate governance and non-performing financing on profit quality of sharia commercial banks. Accounting, 9, 9–16. https://doi.org/10.5267/j.ac.2022.9.004
Kusuma, M. (2023). Can the Reclassification of Other Comprehensive Income Narrow the Opportunities for Creative Accounting: Earnings Management and Income Smoothing? Jurnal Akuntansi dan Keuangan, 25(1), 25–38. https://doi.org/10.9744/jak.25.1.25-38
Lee, H., & Jeong, S. W. T. (2023). Economic policy uncertainty, audit quality, and earnings manipulation. Asia-Pacific Journal of Accounting & Economics, 31(2), 269–299. https://doi.org/10.1080/16081625.2023.2228836
Li, S., & Richie, N. (2016). Income smoothing and the cost of debt. China Journal of Accounting Research, 9(3), 175–190. https://doi.org/10.1016/j.cjar.2016.03.001
Mendes, C. A., Rodrigues, L. L., & Parte, L. (2019). An Overall Perspective of Income Smoothing as a Strategy of Earnings Management. In et al Jonas da Silva Oliveira (Ed.), International Financial Reporting Standards and New Directions in Earnings Management (p. 24). IGI Global. https://doi.org/10.4018/978-1-5225-7817-8.ch003 Cite Chapter Favorite
Miah, M. D., Suzuki, Y., & Uddin, S. M. S. (2021). The impact of COVID-19 on Islamic banks in Bangladesh: a perspective of Marxian “circuit of merchant’s capital. Journal of Islamic Accounting and Business Research, 12(7), 1036–1054. https://doi.org/10.1108/JIABR-11-2020-0345
Monjed, H., Ibrahim, S., & Jørgensen, B. N. (2022). Risk reporting and earnings smoothing: signaling or managerial opportunism? Review of Accounting and Finance, 21(5), 377–397. https://doi.org/10.1108/RAF-10-2021-0286
Ozili, P. K. (2023). Bank earnings management using loan loss provisions: comparing the UK, France, South Africa and Egypt. Journal of Economic and Administrative Sciences, 39(2), 354–365. https://doi.org/10.1108/JEAS-02-2021-0024
Ozili, P. K. (2024). Determinants of bank income smoothing using loan loss provisions in the United Kingdom. Journal of Economic and Administrative Sciences, 40(3), 641–657. https://doi.org/10.1108/JEAS-09-2021-0192
Peng, S., Yang, T., & Rockett, I. R. H. (2020). Life stress and uncertainty stress: which is more associated with unintentional injury? Psychology, Health & Medicine, 25(6), 774–780. https://doi.org/10.1080/13548506.2019.1687913
Peterson, O. K., & Arun, T. G. (2018). Income smoothing among European systemic and non-systemic banks. The British Accounting Review, 50(5). https://doi.org/10.1016/j.bar.2018.03.001
Riahi, Y. (2020). Examining the relationship between bank stability and earnings quality in Islamic and conventional banks. International Journal of Islamic and Middle Eastern Finance and Management, 13(5), 803–826. https://doi.org/10.1108/IMEFM-10-2018-0328
Rismayani, G., & Nanda, U. L. (2020). Mitigation of Displaced Commercial Risk of Islamic Bank in Indonesia. International Conference on Accounting, Management and Entrepreneurship, 123, 75–78. https://doi.org/10.2991/aebmr.k.200305.019
Rosman, R., Rahim, A., & Rahman, A. (2014). The practice of IFSB guiding principles of risk management by Islamic banks. Journal of Islamic Accounting and Business Research, 6(2), 150–172. https://doi.org/10.1108/JIABR-09-2012-0058
Rouetbi, M., Ftiti, Z., & Omri, A. (2023). The impact of displaced commercial risk on the performance of Islamic banks. Pacific-Basin Finance Journal, 79. https://doi.org/10.1016/j.pacfin.2023.102022
Santos, L. de S., Carmo, C. H. S. do, & Rech, I. J. (2024). Income smoothing and the market value of companies during the COVID-19 pandemic. Revista de Educação e Pesquisa Em Contabilidade Journal of Education and Research in Accounting, 18(1), 79–99. http://dx.doi.org/10.17524/repec.v18i1.3284
Toumi, K., Viviani, J.-L., & Chayeh, Z. (2019). Measurement of the displaced commercial risk in Islamic Banks. The Quarterly Review of Economics and Finance, 74(2019), 18–31. https://doi.org/10.1016/j.qref.2018.03.001
Touri, O., Ahroum, R., & Achchab, B. (2024). Management and monitoring of the displaced commercial risk : a prescriptive approach. International Journal of Emerging Markets, 19(6), 748–1765. https://doi.org/10.1108/IJOEM-07-2018-0407
UNDP Indonesia, & UI, L. F. (2020). Impact of Pandemic on MSMEs in Indonesia. https://www.undp.org/sites/g/files/zskgke326/files/migration/id/INS-Report-Impact-of-COVID-19-Pandemic-on-MSMEs-in-Indonesia.pdf
Wang, Y., Zhang, D., Wang, X., & Fu, Q. (2020). How Does COVID-19 Affect China’s Insurance Market? Emerging Markets Finance and Trade, 56(10), 2350–2362. https://doi.org/10.1080/1540496X.2020.1791074
Widarjono, A., Suharto, & Wijayanti, D. (2022). Do Islamic banks bear displaced commercial risk ? Evidence from Indonesia. Banks and Bank Systems, 17(3), 102–115. https://doi.org/10.21511/bbs.17(3).2022.09
Yeganeh, H. (2021). Emerging social and business trends associated with the COVID-19 pandemic. Critical Perspectives on International Business, 17(2), 188–209. https://doi.org/. https://doi.org/10.1108/cpoib-05-2020-0066