77f08c51-e129-42e9-b823-2a5d8fa7ee0a20240103041118211wseas:wseasmdt@crossref.orgMDT DepositWSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS2224-28991109-952610.37394/23207http://wseas.org/wseas/cms.action?id=40161320241320242110.37394/23207.2024.21https://wseas.com/journals/bae/2024.phpLuckyNugrohoFaculty of Economics and Business, Universitas Mercu Buana, INDONESIAIldikoOrbanFaculty of Economics and Business, University of Debrecen, HUNGARYWiwikUtamiFaculty of Economics and Business, Universitas Mercu Buana, INDONESIANurulHidayahFaculty of Economics and Business, Universitas Mercu Buana, INDONESIAErikNugrahaFaculty of Economics and Business, Universitas Sangga Buana YPKP, INDONESIAThis study aims to analyse the liquidity and profitability of the banking sector before the COVID-19 pandemic and during the COVID-19 pandemic. In addition, the focus of this research is also related to the effect of liquidity on profitability during the period prior to COVID-19 and during COVID-19. The research method used is quantitative, using secondary data, namely published financial reports from the banking industry. The total number of data observations used in this study is 132 banks. The problem formulation of this research includes: (i) How was the liquidity of the banking industry before the Covid-19 pandemic and during the Covid-19 pandemic?, (ii) How was the profitability of the banking industry before the Covid-19 pandemic and during the Covid-19 pandemic?, (iii) Does liquidity affect profitability in the pre-Covid-19 pandemic?, (iv) Does liquidity affect profitability during the Covid-19 pandemic?; (v) How is the comparison of the effect of liquidity on profitability between the period before the Covid-19 pandemic and during the Covid-19 pandemic?. The results of this study found that: (i) There is a significant difference in liquidity in the banking industry during the period before the Covid-19 pandemic and the Covid-19 pandemic, (ii) There is a significant difference in profitability in the banking industry before the Covid-19 pandemic and during the Covid-19 pandemic. During the Covid-19 pandemic, lending was constrained by the high risk of non-performing loans due to the decreased ability to pay from customers, (iii) In the period before the Covid-19 pandemic, the liquidity of the banking industry had no effect on the profitability of the banking industry, (iv) During the Covid-10 pandemic, the liquidity of the banking industry had a significant and negative effect on the profitability of the banking industry, (v) There is a difference between the impact of liquidity on the profitability of the banking industry in the pre-COVID-19 period and during COVID-19. This research implies that it is a benchmark for pre-researchers and practitioners affected by the banking sector's liquidity aspects. In addition, the novelty of this research is the object of research related to the analysis that compares the relationship between liquidity and profitability in the period before the Covid-19 pandemic and during the Covid-19 pandemic.102720231231202359706https://wseas.com/journals/bae/2024/a125107-2215.pdf10.37394/23207.2024.21.6https://wseas.com/journals/bae/2024/a125107-2215.pdf10.1016/j.jue.2015.09.001T. Berger and K. Enflo, “Locomotives of local growth: The short- and long-term impact of railroads in Sweden,” J. Urban Econ., vol. 98, pp. 124–138, 2017, DOI: 10.1016/j.jue.2015.09.001. L. Nugroho, E. Nugraha, and A. Badawi, “Intermediary strategy impact to return on asset in Covid-19 pandemics: Islamic bank vs conventional bank (Indonesia empirical cases),” Business, Econ. Manag. Res. J. - BEMAREJ, vol. 5, no. 3, pp. 157–168, 2022. R. Suprapty, A. Witjaksono, L. Nugroho, A. Badawi, M. Susanti, E. Mardanugraha, and W. W. Ary, Banking: Thoughts from Lecturers of Various Universities in IndonesiaBanking: Thoughts of Lecturers of Various Universities in Indonesia, Second., no. April. Sumatera Utara: Sihsawit Labuhan Batu, 2021. P. Muniarty, D. Surya Abbas, M. A. Fatira, D. Sugiri, D. Nurfadilah, I. Moridu, L. Nugroho, R. Irwansyah, D. Gede Satriawan, S. Maulida, D. Syam Budi Bakroh, E. Sudarmanto, E. Kembauw, M. Hafizh, and N. Rismawati, Banking Management. Widina Bhakti Persada Bandung, 2020. R. Irwansyah, D. Syahputra, S. Ningsih, M. Hasan, T. Kristanto, L. Nugroho, D. Triwardhani, D. Marwan, F. Febrianty, E. Sudarmanto, D. A. BS and A. S. Manggabarani, Micro Business Digital Marketing. Bandung: Widina Bhakti Persada Bandung, 2021. 10.1007/s10734-011-9427-xS. J. Lee and T. H. Ngo, “Riccardo Viale and Henry Etzkowitz (eds): The capitalization of knowledge: a triple helix of universityindustry-government,” High. Educ., vol. 63, no. 1, pp. 161–163, 2012, DOI: 10.1007/s10734-011-9427-x. M. Anshary, H. Labetubun, E. Kembauw, M. Hasan, O. Arifudin, A. Yulistiyono, D. Maulina, R. Tanjung, S. Nopralia, H. Hasanuddin, S.W. Mustamin, W. Rachmarwi, H. Hartoto, M. Azizi, R. T. Siregar, A. Solikin, and L. Nugroho, Indonesia's Economic System, First. Bandung: Widina Bhakti Persada Bandung, 2021. 10.1007/s11469-020-00307-yA. K. M. I. Bhuiyan, N. Sakib, A. H. Pakpour, M. D. Griffiths, and M. A. Mamun, “COVID-19-Related Suicides in Bangladesh Due to Lockdown and Economic Factors: Case Study Evidence from Media Reports,” Int. J. Ment. Health Addict., 2020, DOI: 10.1007/s11469-020-00307-y. 10.1057/s42214-020-00074-6S. Miroudot, “Reshaping the policy debate on the implications of COVID-19 for global supply chains,” J. Int. Bus. Policy, vol. 3, no. 4, pp. 430–442, 2020, DOI: 10.1057/s42214-020-00074-6. 10.7454/ajce.v6i2.1147N. Hidayah, L. Nugroho, H. Suharman, and A. J. Ali, “Exploring the Benefit of Introducing Accounting and Finance Knowledge for Micro and Small Entrepreneurs During the COVID-19 Pandemic,” ASEAN J. Community, vol. 6, no. 2, pp. 335–346, 2022. O. Endarwati, “Due to the Covid-19 Pandemic, an Estimated 30 Million MSMEs Go Bankrupt,” sindonews.com, 2021. https://mediaindonesia.com/ekonomi/433606 /gara-gara-pandemi-covid-19-diperkirakan30-juta-umkm-bangkrut (Accessed Date: March 07 2022). M. Richard, “A year of Covid-19 in Indonesia, Bank Credit Plummeted to Minus Level. When to recover?,” finansial.bisnis.com, 2021. https://finansial.bisnis.com/read/20210302/9 0/1362721/setahun-covid-19-di-indonesiakredit-bank-anjlok-ke-level-minus-kapanpulih (Accessed Date: March 10 2022). 10.1016/j.ribaf.2021.101461M. Disli, R. Nagayev, K. Salim, S. K. Rizkiah, and A. F. Aysan, “In search of safe haven assets during COVID-19 pandemic: An empirical analysis of different investor types,” Res. Int. Bus. Financ., vol. 58, p. 101461, Dec. 2021, DOI: 10.1016/J.RIBAF.2021.101461. 10.31294/khi.v12i1.10132C. B. Dewa and L. A. Safitri, “Utilization of TikTok Social Media as a Promotional Media for the Culinary Industry in Yogyakarta During the Covid-19 Pandemic (Case Study of TikTok Javafoodie Account),” Khasanah Ilmu - J. Pariwisata Dan Budaya, vol. 12, no. 1, pp. 65–71, 2021, doi: 10.31294/khi.v12i1.10132. L. M. S. Sitanggang and T. Mahadi, “Despite the pandemic, bank liquidity is still loose,” Kontan.co.id, 2020. https://keuangan.kontan.co.id/news/meskiada-pandemi-likuiditas-perbankan-disebutmasih-longgar (Accessed Date: March 07 2022). 10.1016/0304-405x(76)90026-xM. C. Jensen and W. H. Meckling, “Theory of the Firm: Managerial,” J. financ. econ., vol. 3, pp. 305–360, 1976, DOI: http://dx.doi.org/10.1016/0304- 405X(76)90026-X. 10.1016/j.ijforecast.2021.02.009B. H. Meyer, B. Prescott, and X. S. Sheng, “The impact of the COVID-19 pandemic on business expectations,” Int. J. Forecast., vol. 38, no. 2, pp. 529–544, Apr. 2022, DOI: 10.1016/J.IJFORECAST.2021.02.009. 10.1007/s11187-021-00476-7L. Pedauga, F. Sáez, and B. L. DelgadoMárquez, “Macroeconomic lockdown and SMEs: the impact of the COVID-19 pandemic in Spain,” Small Bus. Econ., vol. 58, no. 2, pp. 665–688, 2022, DOI: 10.1007/s11187-021-00476-7. M. A. H. Labetubun, A. Zahra Maulida, D. Triwardhani, C. Bagenda, L. Nugroho, T. Hargyatni, U. Syahrul Mubarrok, A. Purnomo, R. Tomahuw, P. Komarudin, E. Murdiyanto, A. Sudirman, and N. Sri Wahyuni, Bank & Non Bank Financial Institutions (A Theoretical and Practical Review). Widina Bhakti Persada Bandung, 2021. 10.1016/j.omega.2018.02.001C. Bai, B. Shi, F. Liu, and J. Sarkis, “Banking credit worthiness: Evaluating the complex relationships,” Omega, vol. 83, pp. 26–38, Mar. 2019, DOI: 10.1016/J.OMEGA.2018.02.001. 10.1016/j.jbusres.2020.11.043P. Carracedo, R. Puertas, and L. Marti, “Research lines on the impact of the COVID-19 pandemic on business. A text mining analysis,” J. Bus. Res., vol. 132, pp. 586–593, Aug. 2021, DOI: 10.1016/J.JBUSRES.2020.11.043. L. Nugroho and A. Malik, “Determination of Home Ownership Credit Quality Based on the Perspective of Installment Source and Fraud Account Officer Ratio,” Moneter, vol. 7, no. 1, pp. 71–79, 2020. 10.30737/ekonika.v4i2.327S. Soekapdjo, D. A. Tribudhi, and L. Nugroho, “The Effect of Economic Fundamentals and Financial Performance on Non-Performing Loans at Islamic Banks in Indonesia,” Ekonika J. Ekon. Univ. kadiri, vol. 4, no. 2, p. 126, 2019, DOI: 10.30737/ekonika.v4i2.327. D. Wernick and R. Correia, “The Influence of Fixed Asset Investments and Bank Penetration on Access to Capital for SMEs in Latin America,” J. Glob. Bus. Community, vol. 11, no. 1, pp. 1–18, 2018, [Online]. Available: https://hdl.handle.net/10438/24721 (Accessed Date: March 07 2022). 10.30829/hf.v8i2.9617A. Akram, C. Sukmadilaga, and L. Nugroho, “Urgency, Justice and Sharia Maqasid in Sharia Bank Merger,” Hum. Falah, vol. 8, no. 2, pp. 1–18, 2021. 10.32897/jsikap.v6i1.839E. Y. Matoenji, L. Nugroho, and Soeharjoto, “Determination of Sharia Bank Profit Growth Based on MSME Financing Aspects, Number of Outlets and Financing Quality,” Sist. Informasi, Keuangan, Audit. dan Perpajak., vol. 6, no. 1, pp. 125–140, 2021. L. Nugroho, E. Nugraha, and A. Badawi, “Comparative Analysis of The Effect of Loan/Financing To Deposit Ratio, Labor Costs Growth and Promotion Costs Growth to Returns on Assets in Islamic Banks and Conventional Banks in Indonesia,” Int. J. Commer. Financ., vol. 7, no. 2, pp. 21–49, 2021. 10.1016/j.qref.2013.02.002L. J. Mirman and M. Santugini, “Firms, shareholders, and financial markets,” Q. Rev. Econ. Financ., vol. 53, no. 2, pp. 152–164, May 2013, DOI: 10.1016/J.QREF.2013.02.002. L. Nugroho, A. Ghazali, A. Dadan Suganda, L. Ode Angga, M. Anshary Hamid Labetubun, N. Ihwanudin, A. Haerany, S. Anwar, R. Hartono, A. Anwar, Introduction to Sharia Banking. Bandung: Widina Bhakti Persada Bandung, 2020. 10.47103/bilturk.993568L. Nugroho and W. Utami, “Internal Control and Risk Management Issues on The Sustainability Micro and Small Enterprises in Indonesia,” BİLTÜRK J. Econ. Relat. Stud., vol. 4, no. 1, pp. 1–19, 2022, DOI: 10.47103/bilturk.993568.1. 10.35314/inovbiz.v7i2.1164M. Suryo, E. Nugraha, and L. Nugroho, “The Importance of Going Concern Audit Opinion and Its Determination,” Inovbiz J. Inov. Bisnis, vol. 7, no. 2, pp. 123–130, 2019. L. Nugroho, A. Badawi, and N. Hidayah, “The Phenomenon of Saving Glut in the Banking Industry during the Covid-19 Pandemic,” Profita Komun. Ilm. Akunt. dan Perpajak., vol. 14, no. 1, pp. 1–15, 2021. BPS-2018, “Central Bureau of Economic Growth Statistics in 2018,” bps.go.id, 2019. https://www.bps.go.id/pressrelease/2019/02/ 06/1619/ekonomi-indonesia-2018-tumbuh-5- 17-persen.html (Accessed Date: March 07 2022). BPS-2019, “Central Bureau of Economic Growth Statistics in 2019,” bps.go.id, 2019. https://www.bps.go.id/pressrelease/2019/02/ 06/1619/ekonomi-indonesia-2018-tumbuh-5- 17-persen.html (Accessed Date: March 07 2022). I. Fasa, M. Febrianty, A. K. Khoerulloh, A. Arisa, W. Utami, I. R. Santoso, O. Arifudin, A. D. Suganda, L. Nugroho, and A. Haerany, The Existence of Islamic Business in the Era of Industrial Revolution 4.0. Widina Bhakti Persada Bandung, 2020. P. Muniarty, D. Surya Abbas, Surya Abbas, M. A. Fatira, D. Sugiri, D. Nurfadilah, I. Moridu, L. Nugroho, R. Irwansyah, D. Gede Satriawan, S. Maulida, D. Syam Budi Bakroh, E. Sudarmanto, E. Kembauw, M. Hafizh, and N. Rismawati, Banking Management. Widina Bhakti Persada Bandung, 2020. 10.1007/s11187-021-00474-9Y. Liu, Y. Zhang, H. Fang, and X. Chen, “SMEs’ line of credit under the COVID-19: evidence from China,” Small Bus. Econ., vol. 58, no. 2, pp. 807–828, 2022, DOI: 10.1007/s11187-021-00474-9. 10.3390/su13052692D. Teresienė, G. Keliuotytė-staniulėnienė, and R. Kanapickienė, “Sustainable economic growth support through credit transmission channel and financial stability: In the context of the covid-19 pandemic,” Sustain., vol. 13, no. 5, pp. 1–37, 2021, DOI: 10.3390/su13052692. 10.1016/j.ememar.2010.08.002S. Ben Naceur and M. Omran, “The effects of bank regulations, competition, and financial reforms on banks’ performance,” Emerg. Mark. Rev., vol. 12, no. 1, pp. 1–20, Mar. 2011, DOI: 10.1016/J.EMEMAR.2010.08.002. 10.1016/j.jbankfin.2012.04.017J. Nguyen, “The relationship between net interest margin and noninterest income using a system estimation approach,” J. Bank. Financ., vol. 36, no. 9, pp. 2429–2437, Sep. 2012, DOI: 10.1016/J.JBANKFIN.2012.04.017. 10.1016/j.techfore.2015.04.006S. Aparicio, D. Urbano, and D. Audretsch, “Institutional factors, opportunity entrepreneurship and economic growth: Panel data evidence,” Technol. Forecast. Soc. Change, vol. 102, pp. 45–61, Jan. 2016, DOI: 10.1016/J.TECHFORE.2015.04.006. 10.2478/jeb-2019-0006N. Hacievliyagil and I. H. Eksi, “A Micro Based Study on Bank Credit and Economic Growth: Manufacturing Sub-Sectors Analysis,” South East Eur. J. Econ. Bus., vol. 14, no. 1, pp. 72–91, 2019, DOI: 10.2478/jeb-2019-0006. 10.5267/j.ac.2021.12.001S. Norawati, Z. Zulher, K. Kasmawati, and C. Ratnasih, “The effectiveness of the determinants of banking credit growth,” Accounting, vol. 8, no. 3, pp. 287–292, 2022, DOI: 10.5267/j.ac.2021.12.001. S. Olivia, J. Gibson, and R. Nasrudin, “Indonesia in the Time of Covid-19,” Bull. Indones. Econ. Stud., vol. 56, no. 2, pp. 143– 174, 2020, DOI: 10.1080/00074918.2020.1798581. 10.1016/j.eap.2021.02.012R. Padhan and K. P. Prabheesh, “The economics of COVID-19 pandemic: A survey,” Econ. Anal. Policy, vol. 70, pp. 220–237, Jun. 2021, DOI: 10.1016/J.EAP.2021.02.012. 10.1179/102452906x114393J. Montgomerie, “The Financialization of the American Credit Card Industry,” Compet. Chang., vol. 10, no. 3, pp. 301–319, 2006, DOI: 10.1179/102452906x114393. 10.1016/0378-4266(87)90040-9S. I. Greenbaum and A. V. Thakor, “Bank funding modes: Securitization versus deposits,” J. Bank. Financ., vol. 11, no. 3, pp. 379–401, Sep. 1987, DOI: 10.1016/0378-4266(87)90040-9. Y. Guo and C. Liang, “Blockchain application and outlook in the banking industry,” Financ. Innov., vol. 2, no. 1, 2016, DOI: 10.1186/s40854-016-0034-9. 10.1093/rfs/hhh011M. Ruckes, “Bank competition and credit standards,” Rev. Financ. Stud., vol. 17, no. 4, pp. 1073–1101, 2004, DOI: 10.1093/rfs/hhh011. P. Brusov, “Editorial: Introduction on special issue on the Banking System and financial markets of Russia and other countries: Problems and prospects,” J. Rev. Glob. Econ., vol. 7, no. Special Issue, pp. i–vi, 2018. 10.1080/23322039.2019.1605683F. Abbas, S. Iqbal, and B. Aziz, “The impact of bank capital, bank liquidity and credit risk on profitability in postcrisis period: A comparative study of US and Asia,” Cogent Econ. Financ., vol. 7, no. 1, 2019, DOI: 10.1080/23322039.2019.1605683. 10.1016/j.jbankfin.2021.106299Y. Duan, S. El Ghoul, O. Guedhami, H. Li, and X. Li, “Bank systemic risk around COVID-19: A cross-country analysis,” J. Bank. Financ., vol. 133, p. 106299, Dec. 2021, DOI: 10.1016/J.JBANKFIN.2021.106299. 10.33258/birci.v4i1.1594R. N. Ichsan, S. Suparmin, M. Yusuf, R. Ismal, and S. Sitompul, “Determinant of Sharia Bank’s Financial Performance during the Covid-19 Pandemic,” Budapest Int. Res. Critics Inst. Humanit. Soc. Sci., vol. 4, no. 1, pp. 298–309, 2021, DOI: 10.33258/birci.v4i1.1594. 10.3390/su10072198C. Giagnocavo, E. Galdeano-Gómez, and J. C. Pérez-Mesa, “Cooperative longevity and sustainable development in a family farming system,” Sustain., vol. 10, no. 7, pp. 1–16, 2018, doi: 10.3390/su10072198. 10.1016/j.ecin.2017.10.004E. A. Ramírez Guerra, “The economic growth and the banking credit in Mexico: Granger causality and short-term effects, 2001Q1 – 2016 Q4,” Econ. Inf., vol. 406, pp. 46–58, Sep. 2017, DOI: 10.1016/J.ECIN.2017.10.004. O. Anthony, “Bank Savings and Bank Credits in Nigeria :,” Int. J. Econ. Financ. Issues, vol. 2, no. 3, pp. 357–372, 2012. 10.1016/s0305-750x(96)00133-7W. F. Steel, E. Aryeetey, H. Hettige, and M. Nissanke, “Informal financial markets under liberalization in four African countries,” World Dev., vol. 25, no. 5, pp. 817–830, May 1997, DOI: 10.1016/S0305-750X(96)00133-7. 10.1111/poms.12954S. K. Devalkar and H. Krishnan, “The Impact of Working Capital Financing Costs on the Efficiency of Trade Credit,” Prod. Oper. Manag., vol. 28, no. 4, pp. 878–889, 2019, DOI: 10.1111/poms.12954. 10.1016/j.jcorpfin.2017.12.013C. Chen and R. Kieschnick, “Bank credit and corporate working capital management,” J. Corp. Financ., vol. 48, pp. 579–596, Feb. 2018, DOI: 10.1016/J.JCORPFIN.2017.12.013. L. Nugroho, F. Miglietta, and E. Nugraha, “Islamic Bank Profitability: Financing Micro and Small Segment, Promotion, Financing Quality, Labor Aspects (Indonesia Cases),” Eur. J. Islam. Financ., vol. 9, no. 3, pp. 38– 46, 2022, DOI: 10.13135/2421-2172/6714. 10.1108/14635771111147623S. J. Joo, D. Nixon, and P. A. Stoeberl, “Benchmarking with data envelopment analysis: A return on asset perspective,” Benchmarking, vol. 18, no. 4, pp. 529–542, 2011, DOI: 10.1108/14635771111147623. 10.46557/001c.29955D. Darjana, S. K. Wiryono, and D. P. Koesrindartoto, “The COVID-19 Pandemic Impact on Banking Sector,” Asian Econ. Lett., vol. 3, pp. 1–6, 2022, DOI: 10.46557/001c.29955. 10.1016/j.jfs.2021.100939A. N. Berger and A. Demirgüç-Kunt, “Banking research in the time of COVID19,” J. Financ. Stab., vol. 57, p. 100939, Dec. 2021, DOI: 10.1016/J.JFS.2021.100939. 10.30993/tifbr.v13i2.184L. Nugroho, A. Badawi, and N. Hidayah, “The Contribution of Sukuk Placement and Securities to The Islamic Bank Profitability,” Tazkia Islam. Financ. Bus. Rev., vol. 13, no. 2, pp. 175–192, 2020, [Online]. Available: http://tifbrtazkia.org/index.php/TIFBR/article/view/184 (Accessed Date: March 10 2022). 10.1108/jeee-07-2020-0273M. Croteau, K. A. Grant, C. Rojas, and H. Abdelhamid, “The lost generation of entrepreneurs? The impact of COVID-19 on the availability of risk capital in Canada,” J. Entrep. Emerg. Econ., vol. 13, no. 4, pp. 606–627, 2021, DOI: 10.1108/JEEE-07-2020-0273. 10.1111/jmcb.12045R. Ramcharan and C. Crowe, “The Impact of House Prices on Consumer Credit : Evidence from an Internet Bank,” J. Money, Credit Bank., vol. 45, no. 6, pp. 1085–1115, 2013. N. Ihwanudin, L. Nugroho, R. Bangun, K. Darmaningrum, R. Juliansyah, A. S. MY, I. C. Dewi, P. E. Nopiyani, K. Kraugusteeliana, E. Krisnanik, A. D. Suganda, L. Aryani, F. Marietza, H. G. Yudawisastra, J. J. Koynja, and E. Purwanda, Digital Economy and Business. Widina Bhakti Persada Bandung, 2023. N. Nasfi, A. Solikin, S. Irdiana, L. Nugroho, S. Widyastuti, E. Kembauw, J. M. Luhukay, A. Alfiiana, N. N. J. Nuryani, M. H. Riyaldi, and S. D. Firmialy, Money and Banking. Widina Bhakti Persada Bandung, 2022. 10.38142/ijesss.v4i1.270A. Badawi, L. Nugroho, and N. Hidayah, “Determinant Factors of Islamic Bank Financial Performance and Competitive Advantage as Moderating Variables in Islamic Banks in Indonesia,” Int. J. Environ. Sustain. Soc. Sci., vol. 4, no. 1, pp. 37–44, 2023. 10.1108/jes-02-2021-0081E. Mugaloglu, A. Y. Polat, H. Tekin, and E. Kılıç, “Assessing the impact of Covid-19 pandemic in Turkey with a novel economic uncertainty index,” J. Econ. Stud., vol. 49, no. 5, pp. 821–832, 2022, DOI: 10.1108/JES-02-2021-0081. 10.1080/1540496x.2020.1785863H. Shen, M. Fu, H. Pan, Z. Yu, and Y. Chen, “The Impact of the COVID-19 Pandemic on Firm Performance,” Emerg. Mark. Financ. Trade, vol. 56, no. 10, pp. 2213–2230, 2020, DOI: 10.1080/1540496X.2020.1785863. 10.1016/j.ijsu.2020.04.018M. Nicola, Z. Alsafi, C. Sohrabi, A. Kerwan, A. Al-Jabir, C. Iosifidis, M. Agha, and R. Agha, “The socio-economic implications of the coronavirus pandemic (COVID-19): A review,” Int. J. Surg., vol. 78, no. March, pp. 185–193, 2020, DOI: 10.1016/j.ijsu.2020.04.018. H. T. W. Asworo, “Credit Relief Due to Corona, Here Are 8 Conditions You Must Know” finansial.bisnis.com, 2020. https://finansial.bisnis.com/read/20200326/9 0/1218473/keringanan-kredit-karena-coronaini-8-syarat-yang-wajib-diketahui (Accessed Date: March 14 2022). L. Nugroho, “Development of Financial Technology (Fintech in Indonesia),” in Mengulas Fintech dalam Islam, Mengulas Fintech dalam Islam, 2022. S. Imani, M. Hasanah, I. Atikah, B. R. Kartawinata, J. Jarullah, M. H. Riyaldi, M. Qamaruddin, M. Hafizh, E. Mahriani, D. Febriyani, L. Nugroho, N. Sari, F. Yetti, and M. F. Lautania, Sharia Fintech. Bandung: CV Widina Media Utama, 2023. L. Nugroho, “Sharia Banks and Dynamics of Financial Technology (Fintek) in the Era of Industrial Revolution 4.0,” in The Existence of Islamic Business in the Era of Industrial Revolution 4.0, First., Udin Saripudin, Ed. Bandung: Widina Bhakti Persada, 2020, pp. 153–181. Siska Yuli Anita, K. T. Kustina, Y. Wiratikusuma, F. Sudirjo, D. Sari, Nurchayati, I. Rupiwardani, Ruswaji, L. Nugroho, I. Rakhmawati, A. K. Harahap, S. Anwar, E. Apriani, and N. L. K. A. S. Sucandrawati, Risk Management, Pertama. Sumatera Barat: PT Global Eksekutif Teknologi, 2023. 10.32897/jsikap.v7i1.1468A. S. Yusufa, Muchlis, and L. Nugroho, “Comparative Analysis of Banking Lending Performance during the Covid-19 Pandemic and Before the Covid-19 Pandemic,” J. SIKAP (Sistem Informasi, Keuangan, Audit. Dan Perpajakan), vol. 7, no. 1, pp. 50–65, 2022, doi: 10.36418/jcs.v1i3.66.