Beyond the Crisis: Tracking SME Non-Performing Loan in Indonesia Before and After the COVID-19 Stimulus

Authors

  • Eko Fajar Cahyono Islamic Economic Department, Faculty Economics and Business, Airlangga University
  • Ahmad Fadlur Rahman Bayuny Islamic Economic Department, Faculty Economics and Business, Airlangga University
  • Sylva Alif Rusmita Islamic Economic Department, Faculty Economics and Business, Airlangga University
  • Mohammad Sahabuddin Department of Business Studies, State University of Bangladesh

DOI:

https://doi.org/10.58968/ria.v4i1.395

Keywords:

NPL, NPF, Indonesia, Economic Stimulus Policy, Interest Subsidy, Credit/financing Restructuration

Abstract

This study evaluates the impact of two Indonesian government economic stimulus packages on the performance of Non-Performing Loans (NPLs) in the Small and Medium Enterprises (SME) financing sector. It compares the NPLs in conventional and rural banks with Non-Performing Financing (NPF) in Islamic commercial and rural banks, before and after the stimulus, during the COVID-19 crisis period. The two policies are in the form of interest/margin subsidies and credit/financing restructuring for debtors in the SMEs sector. The approach used is a quantitative approach with three analytical methods consisting of ANOVA, MANOVA and DiD (Difference in Difference). The secondary data in this study were sourced from official publications of government institutions such as the Financial Services Authority and the Ministry of Finance. The results showed that there were significant differences in the performance of NPL/F of Conventional banks, Islamic Commercial Banks, Conventional Rural banks, and Islamic Rural banks before and after the government's economic stimulus policy was determined.

Downloads

Download data is not yet available.

References

Adamanti, J., Safuan, S., & Husodo, Z. A. (2022). The Impact of Domestic Investors’ Participation in Government Debt on Bank Loans to the Private Sector: A Cross-Country Study. Buletin Ekonomi Moneter Dan Perbankan. https://doi.org/10.21098/bemp.v25i3.2121

Albaity, M., Mallek, R. S., & Mustafa, H. (2022). Bank Stock Return Reactions to the COVID-19 Pandemic: The Role of Investor Sentiment in MENA Countries. Risks. https://doi.org/10.3390/risks10020043

Alzoubi, T., & Obeidat, M. (2020). How Size Influences the Credit Risk in Islamic Banks. Cogent Business & Management. https://doi.org/10.1080/23311975.2020.1811596

Anto, M. B. H., Fakhrunnas, F., & Tumewang, Y. K. (2022). Islamic Banks Credit Risk Performance for Home Financing: Before and During Covid-19 Pandemic. Economic Journal of Emerging Markets. https://doi.org/10.20885/ejem.vol14.iss1.art9

Ariani, R. S., Parno, P., & Pratiwi, A. (2022). Pengaruh Dana Pihak Ketiga (DPK), Financing to Deposit Ratio (FDR), Non Performing Financing (NPF) Dan Return on Asset (ROA) Terhadap Total Aset Perbankan Syariah Di Indonesia. Etihad Journal of Islamic Banking and Finance. https://doi.org/10.21154/etihad.v2i1.3958

Ashraf, D., Rizwan, M., & Adiwibowo, D. H. (2022). Loan Portfolio Composition of Islamic and Conventional Banks Pre- And Post-Covid-19 Pandemic? Case of Indonesia. Journal of Islamic Monetary Economics and Finance. https://doi.org/10.21098/jimf.v8i3.1561

Bilgin, M. H., Danisman, G. O., Demir, E., & Tarazi, A. (2020). Economic Uncertainty and Bank Stability: Conventional vs. Islamic Banking. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3708098

Candera, M., & Indah, K. D. (2021). Financial Performance Islamic Banking: A Comparative Analysis Before and During the Covid-19 Pandemic in Indonesia. International Journal of Business Management and Economics. https://doi.org/10.47747/ijbmer.v1i2.201

Canggih, C., Nurafini, F., Suryaningsih, S. A., Fikriyah, K., Indrarini, R., & Susilowati, F. D. (2022). Are Islamic Banks Still Sound Amidst Pandemic? El Dinar Jurnal Keuangan Dan Perbankan Syariah. https://doi.org/10.18860/ed.v10i2.17256

Devi, Y., Ermawati, L., Supriyaningsih, O., Hasimi, D. M., & Utamie, Z. R. (2022). The Influence of the Responsibility Sharia Supervisory Board, Sharia Compliance, Issuance of Sharia Securities, and the Size of the Board of Commissioners on the Level of Disclosure of Islamic Social Reporting Islamic Bank in Indonesia. International Journal of Economics Business and Accounting Research (Ijebar). https://doi.org/10.29040/ijebar.v6i1.4491

Fakhri, U. N., & Darmawan, A. (2021). Comparison of Islamic and Conventional Banking Financial Performance During the Covid-19 Period. International Journal of Islamic Economics and Finance (Ijief). https://doi.org/10.18196/ijief.v4i0.10080

Fakhrunnas, F., & Hasanah, L. L. N. El. (2022). The Determinants of Islamic Banks’ Non-Performing Financing in the Small-Medium Enterprises (SMEs) Sector. Jurnal Ekonomi & Studi Pembangunan. https://doi.org/10.18196/jesp.v23i2.15562

Fitrawaty, & Maipita, I. (2022). Analysis of the Role of Micro Small and Medium Enterprises in the National Economic Recovery Policy During the Covid 19 Pandemic. https://doi.org/10.2991/aebmr.k.220104.007

Ghosh, S. (2023). The Behavior of Islamic and Conventional Banks Around the Pandemic: Cross-Country Evidence. Islamic Economic Studies. https://doi.org/10.1108/ies-02-2022-0016.

Hardiyanti, Siti Epa., and Aziz, Lukmanul Hakim. (2021). The Case of COVID-19 impact on the level of non-performing loans of conventional commercial banks in Indonesia. Banks and Bank Systems, 16(1), 62-68.

Hamza, H. (2013). Sharia Governance in Islamic Banks: Effectiveness and Supervision Model. International Journal of Islamic and Middle Eastern Finance and Management. https://doi.org/10.1108/imefm-02-2013-0021.

How, J.C.Y., Karim, M.A. and Verhoeven, P. (2005). Islamic financing and bank risks: the case of Malaysia. Thunderbird International Business Review, Vol. 47, No. 1, 75-94.

Jaswadi, Iqbal, M., & Sumiadji. (2015). SME Governance in Indonesia – A Survey and Insight from Private Companies. Procedia Economics and Finance, 31, 387–398. https://doi.org/10.1016/s2212-5671(15)01214-9

Khan, M. J., Anwar, J., & Abbasi, A. S. (2021). Financial Inclusion of Small &Amp; Medium Enterprises: An Analysis of Ijarah Based Financing. Academic Journal of Social Sciences (Ajss ). https://doi.org/10.54692/ajss.2021.05011390

Khoirotunnisa, D., & Zulfikar, Z. (2022). Impact of the Covid-19 Outbreak on the Stability of Sharia Banking Financial Performance. International Journal of Finance & Banking Studies (2147-4486). https://doi.org/10.20525/ijfbs.v11i3.2107.

Koloma, Yaya. (2021). COVID-19, financing and sales decline of informal sector MSMEs in Senegal. African Development Review, Volume 33, Issue S1

Lafuente, E., Vaillant, Y., & Vendrell‐Herrero, F. (2019). Conformance and Performance Roles of Bank Boards: The Connection Between Non-Performing Loans and Non-Performing Directorships. European Management Journal. https://doi.org/10.1016/j.emj.2019.04.005

Lantara, D., Junaidi, J., Rauf, N., Pawennari, A., & Achmad, R. N. (2022). Indonesian Islamic Banks: A Review of the Financial State Before and After the COVID-19 Pandemic. Banks and Bank Systems. https://doi.org/10.21511/bbs.17(4).2022.02

Lestari, S. (2022). Digital marketing strategy for msmes in the vuca era (volatility, uncertainty, complexity, and ambiguity). Journal of Humanities Social Sciences and Business (Jhssb), 2(1), 47-53. https://doi.org/10.55047/jhssb.v2i1.370

Maipita, I. (2022). Analysis of the role of micro small and medium enterprises in the national economic recovery policy during the covid 19 pandemic. https://doi.org/10.2991/aebmr.k.220104.007

Malim, N. A. K., & Normalini, M. K. (2018). Factors Influencing the Margins of Islamic Banks. Global Business Review. https://doi.org/10.1177/0972150918772970

Mansour, W., Ajmi, H., & Saci, K. (2021). Regulatory Policies in the Global Islamic Banking Sector in the Outbreak of COVID-19 Pandemic. Journal of Banking Regulation. https://doi.org/10.1057/s41261-021-00147-3

Moosa, R. (2023). Islamic Banking Customer Engagement and Awareness: Exploring an African Context. International Journal of Islamic Khazanah. https://doi.org/10.15575/ijik.v13i1.23604

Morrison, Donald F. 2005. Multivariate Statistical Methods. Aukland: Mc_Graw Hill.

Mulyasana, D., & Yustika, M. (2022). The Development Strategy Micro, Small, and Medium Enterprise of Bandung City Reviewing from Quality Management. Almana Jurnal Manajemen Dan Bisnis. https://doi.org/10.36555/almana.v6i3.1948

Ozili, P. K. (2019). Non-Performing Loans and Financial Development: New Evidence. The Journal of Risk Finance. https://doi.org/10.1108/jrf-07-2017-0112

Peter, F. O., Adegbuyi, O., Olokundun, M. A., Peter, A. O., Amaihian, A. B., and Ibidunni, S. A. (2018). Government Financial Support and Financial Performance of SMEs. Academy of Strategic Management Journal, Volume 17, Issue 3.

Podpiera, J., & Weill, L. (2008). Bad Luck or Bad Management? Emerging Banking Market Experience. Journal of Financial Stability. https://doi.org/10.1016/j.jfs.2008.01.005

Prasojo, P., Yadiati, W., Fitrijanti, T., & Sueb, M. (2022). Exploring the Relationship Between Intellectual Capital and Maqasid Sharia-Based Performance: The Moderating Role of Sharia Governance. Journal of Islamic Marketing. https://doi.org/10.1108/jima-07-2021-0226

Pratiwi, F. D. (2023). A Relation Between Financing Shariah Product and Asset Quality an Evidence From Indonesia. International Journal of Current Science Research and Review. https://doi.org/10.47191/ijcsrr/v6-i4-06

Radivojević, N., & Jovovic, J. (2017). Examining of Determinants of Non-Performing Loans. Prague Economic Papers. https://doi.org/10.18267/j.pep.615

Rahmah, A. Z., & Armina, S. H. (2020). Macro and Micro Determinants of the Non-Performing Finance: The Case of Indonesian Islamic Bank. Jurnal Ekonomi & Keuangan Islam. https://doi.org/10.20885/jeki.vol6.iss1.art4

Rashid, A., Yousaf, S., & Khaleequzzaman, M. (2017). Does Islamic banking really strengthen financial stability? Empirical evidence from Pakistan. International Journal of Islamic and Middle Eastern Finance and Management.

Rencer, Alvin C. 2002. Methods of Multivariate Analysis. Canada: John Wiley & Sons, Inc.

Santos, Gervásio Ferreira dos., Ribeiro, Luiz Carlos de Santana., Cerqueira, Rodrigo Barbarosa de. (2021). The informal sector and Covid-19 economic impacts: The case of Bahia, Brazil. Regional Science Policy and Practice, Volume 12, Issue 6, 1273–1285.

Saleem, A. (2023). Financial Intermediation Through Risk Sharing vs Non-Risk Sharing Contracts, Role of Credit Risk, and Sustainable Production: Evidence from Leading Countries in Islamic Finance. Environment Development and Sustainability. https://doi.org/10.1007/s10668-023-03298-7

Shawtari, F. A., Ariff, M., & Razak, S. H. A. (2019). Efficiency and Bank Margins: A Comparative Analysis of Islamic and Conventional Banks in Yemen. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/jiabr-07-2015-0033

Siswantoro, S. (2022). The Effect of Covid-19 Pandemic on the Soundness of Islamic Banks in Indonesia. Kunuz Journal of Islamic Banking and Finance. https://doi.org/10.30984/kunuz.v2i1.170

Surahman, D., & Sya’ban, M. (2021). Indonesia Gold 2045. Ijebd (International Journal of Entrepreneurship and Business Development). https://doi.org/10.29138/ijebd.v4i6.1553

Sutrisno, S., Panuntun, B., & Adristi, F. I. (2020). The Effect of Covid-19 Pandemic on the Performance of Islamic Bank in Indonesia. Equity. https://doi.org/10.34209/equ.v23i2.2245

Suzuki, Y., Uddin, S. M. S., & Islam, A. (2020). Incentives for Conventional Banks for the Conversion into Islamic Banks: Evidence From Bangladesh. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/jiabr-03-2017-0031

Wichern, D and Johnson, N. 2007. Applied Multivariate Statistical Analysis. Prentice Hall. Englewood cliffs, NJ References

Widarjono, A., Anto, M. B. H., & Fakhrunnas, F. (2020). Financing Risk in Indonesian Islamic Rural Banks: Do Financing Products Matter? Journal of Asian Finance Economics and Business. https://doi.org/10.13106/jafeb.2020.vol7.no9.305

Widarjono, A., & Rudatin, A. (2021). Financing Diversification and Indonesian Islamic Bank’s Non-Performing Financing. Jurnal Ekonomi & Keuangan Islam. https://doi.org/10.20885/jeki.vol7.iss1.art4

Yudaruddin, R. (2023). Government Policy Response to COVID-19 and Bank Performance: A Comparison Between Islamic and Conventional Banks. Journal of Islamic Accounting and Business Research. https://doi.org/10.1108/jiabr-09-2022-0248

Zaini, F., & Shuib, M. S. (2021). Fatwa on Sharia Products and Its Role in the Development of Islamic Finance Industry. Islamadina Jurnal Pemikiran Islam. https://doi.org/10.30595/islamadina.v22i2.11859

Downloads

Published

2024-04-16

How to Cite

Cahyono, E. F., Bayuny, A. F. R. ., Rusmita , S. A. ., & Sahabuddin , M. . (2024). Beyond the Crisis: Tracking SME Non-Performing Loan in Indonesia Before and After the COVID-19 Stimulus. Review on Islamic Accounting, 4(1). https://doi.org/10.58968/ria.v4i1.395