THE INFLUENCE OF CREDIT RISK AND EFFICIENCY ON THE FINANCIAL PERFORMANCE OF CONVENTIONAL AND SHARIA BPRs IN EAST JAVA IN THE PERIOD BEFORE AND DURING THE PANDEMIC
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This research study analyzes the influencecredit risk and efficiency on the financial performance of conventional and Sharia East Java BPRs in the period before and during the pandemic. Credit risk in this study uses NPL, NPF, LPP, while efficiency uses BOPO and CIR as independent variables.Financial performance in this study uses ROA, ROE, NIM ratios as dependent variables. In the research sample as many as251 BPR and 25 BPRS in East Java in the 2018-2021 period.Data analysis used a difference test between the average values of different groups using the sample t-test and ANCOVA test to analyze more than one dependent variable with the help of SPSS 26 software. The research results show that in hypotheses H1-a to H1-l, those that accept H0 are H1-c, H1-f, H1-g, H1-j, H1-k, which means there is no multivariate influence from the independent variable on the dependent variable. Meanwhile, the hypotheses H2-a to H2-l that accept H0 are H2-b, H2-g, H2-h, H2-i, H2-j, which means there is no multivariate influence from the independent variable on the dependent variable. in hypotheses H3-a to H3-f which accept H0 are H3-a, H3-b, H3-c which means there is no significant difference in the variable ratios before the pandemic between BPR and BPRS. in the hypotheses H4-a to H4-d which accept H0 are H4-a and H4-b meaning that there is no significant difference in the variable ratios before the pandemic between BPR and BPRS. in hypotheses H5-a to H5-d which accept H0 are H5-a, H5-b, H5-c and and H5-d means there is no significant difference in the variable ratios before the pandemic between BPR and BPRS.
Ariss, R. T. (2010). On the implications of market power in banking: Evidence from developing countries. Journal of Banking & Finance, 34(4), 765–775.
Bisri, B. (2016). Pengukuran Tingkat Efisiensi Bank Umum Syariah Di Indonesia dan Determinannya. Moneter-Jurnal Akuntansi Dan Keuangan.
Bouchaud, J. P., & Potters, M. (2000). Theory of financial risks (Vol. 4). From Statistical Physics to Risk Management: Cambridge University Press, Cambridge.
Bourkhis, K., & Nabi, M. S. (2013). Islamic and Conventional Bank’s Soundness during The 2007-2008 Financial Crisis. Review of Financial Economics2, 22, 68–77.
Chambers, D., & Dimson, E. (2013). Retrospective: John Maynard Keynes, Investment Innovator. Journal of Economic Perspectives, 27(3), 213–228.
Clarkson, R. S., Cherrybank, M. B., & ML, L. S. (2000, June). A general theory of financial risk. In Proceedings of the 10th AFIR International Colloquium (pp. 179-209).
Endang, R., Bodewyn, R., Tua, M., & Nurita, E. (2020). Akibat Kualitas Kredit dan Penambahan Biaya Operasional Buana Akuntansi. Jurnal Buana Akuntansi, 6(2), 99–111.
Fithria, A., Sholihin, M., Arief, U., & Anindita, A. (2021). Management ownership and the performance of Islamic microfinance institutions: a panel data analysis of Indonesian Islamic rural banks. International Journal of Islamic and Middle Eastern Finance and Management.
Hasbi, S., & Apriyana, M. (2021). TINGKAT EFISIENSI BPR DAN BPRS DI JAWA BARAT PADA MASA PANDEMI COVID-19. NISBAH: JURNAL PERBANKAN SYARIAH.
Hidayat, S. E., Sakti, M. R. P., & Al-Balushi, R. A. A. (2021). Risk, efficiency, and financial performance in the GCC banking industry: Islamic versus conventional banks. Journal of Islamic Accounting and Business Research.
Ivashina, V., & Scharfstein, D. (2010). Bank lending during the financial crisis of 2008. Journal of Financial Economics2, 97(3), 319–228.
Kasmir. (2008). Bank dan Lembaga Keuangan Lainnya. PT Raja Grafindo Persada.
Kuncoro, & Suhardjono. (2002). Manajemen Perbankan (teori dan aplikasi) (1st ed.).
Leibenstein, H. (1978). General X-efficiency theory and economic development. Oxford University Press.
Luo, C., Fan, S., & Zhang, Q. (2017). Investigating the influence of green credit on operational efficiency and financial performance based on hybrid econometric models. International Journal of Financial Studies.
Malik, M. F., & Zaman, M. (2020). Enterprise risk management and firm performance: Role of the risk committee. Journal of Contemporary Accounting & Economics, 16(1).
Mandala, I. G. N. N., Nawangpalupi, C. B., & Praktikto, F. R. (2012). Assessing credit risk: An application of data mining in a rural bank. Procedia Economics and Finance, 4, 406-412.
Menicucci, E., Paolucci, G. (2016). The Determinants of Bank Profitability. Journal of Financial Reporting and Acounting, 86-115.
Misshuari, I. W., Herdiana, R., Farikhin, A., & Saputra, J. (2021). Factors that affect customer credit payments during Covid-19 pandemic: An application of light gradient boosting machine (lightgbm) and classification and regression tree (cart). 11th Annual International Conference on Industrial Engineering and Operations Management (IEOM), 5083–5091.
Muslich, A., & Iswati, S. (2009). Buku Ajar Metodologi Penelitian Kuantitatif. Pusat Penerbitan dan Percetakan UNAIR.
Nazar, M. F., Devianto, D., & Yozza, H. (2018). On the Clustering of Islamic Rural Banks based on Financial Performance. 2018 International Conference on Applied Information Technology and Innovation (ICAITI), 108–113.
Novendra, T. (2014). Studi Konsep Ekologis Area Permukiman Kawasan Pariwisata Pantai Objek Studi: Dusun Ngentak, Poncosari, Srandakan, Bantul. Jurnal Magister Teknik Arsitektur.
Qurniawati, R. (2013). Efisiensi Perbankan di Indonesia dan Pengaruhnya Terhadap Return Saham dengan Pendekatan Data Envelopment Analysis (DEA). Publikasi Ilmiah Universitas Muhammadiyah Surakarta, 17(1).
Roziq, A., Sulistyo, A. B., Sofianti, S. P. D., Shultoni, M., Hasamuddin, N., Wardayanti, S. M., & Anugrah, E. G. (2020). Determining variables of financial performance between conventional rural bank and sharia rural bank and different variables in financial performance between both. International Journal of Scientific and Technology Research.
Santoso, S. (2010). Statistik Multivariat. Elex Media Komputindo.
Sofyan, M. (2019). Analysis Financial Performance of Rural Banks in Indonesia. International Journal of Economics, Business and Accounting Research, 3(3).
Sofyan, M. (2021). Kinerja BPR dan BPRS pada Masa Pandemi Covid-19. Seminar Nasional ADPI Mengabdi Untuk Negeri, 6–12.
Sugiyono. (2016). Metode Penelitian Kombinasi. Alfabeta.
Sullivan, V. ., & Widoatmodjo, S. (2021). Kinerja Keuangan Bank Sebelum dan Selama Pandemi (Covid-19). Jurnal Manajerial Dan Kewirausahaan, 3(1), 257–266.
Tiwu, M. I. (2020). Pengaruh Pandemic Covid-19 Terhadap NPL Bank Perkreditan Rakyat di Indonesia. Jurnal Akuntansi: Transparansi Dan Akuntabilitas, 8(2), 79–87.
Tua, R. B. M., & Nurita, E. (2021). Kualitas ROA BPR di Indonesia pada Masa Covid-19 sebagai Akibat Kualitas Kredit (NPL) yang Naik serta Penambahan Biaya Operasional (BOPO). Jurnal Buana Akuntansi, 6(2), 99–111.
Wasiaturrahma, Sukmana, R., Ajija, S. R., Salama, S. C. U., & Hudaifah, A. (2020). Financial performance of rural banks in Indonesia: A two-stage DEA approach. Heliyon, 6(7).
Widarjono. (2009). Ekonometrika: Pengantar dan Aplikasinya. Ekonisia.
Wijana, I. M. D, & Widnyana, I. W. (2022). Is Islamic Banking Stronger than Conventional Banking During Covid-19 Pandemic? Evidence from Indonesia. Jurnal Ekonomi dan Keuangan Islam, Vol.9 No.1, Januari 2022: 125-136
Yasin, A., & Fisabilillah, L. W. P. (2021). Analisis Komparasi Kinerja Keuangan Bank Perkreditan Rakyat (BPR) Sebelum Dan Pada Pandemi Covid-19. Equilibrium: Jurnal Ilmiah Ekonomi Dan Pembelajaranya, 9 (2), 142–152.