Financial Distress Risk in Sharia Rural Banks: Interactions of Ratios and Macroeconomics

Nala Widya Aprelia, Titis Miranti

Abstract


This study aims to determine the extent to which financial ratios can predict financial distress in BPRS on the island of Java. It also examines the influence of Third Party Funds (DPK) and inflation in moderating the relationship between financial ratios and financial distress. The independent variables include solvency, profitability, efficiency, liquidity, and leverage ratios. The population for this study is BPRS located on the island of Java, with a sample size of 82 BPRS. The study period covers the years 2019-2024, resulting in 492 observations. Data analysis uses panel data regression and Moderated Regression Analysis (MRA). The results show that, partially, solvency, profitability, efficiency, liquidity, and leverage ratios have not been able to explain financial distress in BPRS on the island of Java. In addition, it is found that DPK and inflation are able to moderate the variables of solvency, profitability, efficiency, and leverage toward financial distress. However, they cannot moderate the influence of the liquidity ratio on financial distress. This study illustrates that model complexity can provide different policy directions regarding the resilience of BPRS in facing economic developments.


Keywords


Financial Ratio; Financial Distress; Sharia Rural Bank; DPK; Inflation

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References


Abigail, P. Y. D., (2025). Ada 21 bank Bangkrut Ditutup Sejak 2024 Sampai 2025, Ini Daftarnya. https://finansial.bisnis.com/read/20250419/90/1870293/ada-21-bank-bangkrut-ditutup-sejak-2024-sampai-2025-ini-daftarnya#goog_rewarded . Diakses tanggal 26 Oktober 2025

Anwar, & Nursan, M. (2025). Buku Ajar Analisis Regresi Data Panel dengan Aplikasi Eviews (F. Hijriyanti & Ramdoni (eds.); 1st ed.). Mataram. Pustaka Bangsa.

Arifin, Z. (2020). Analisis Faktor-Faktor yang Mempengaruhi Pembiayaan Mudharabah BPRS. AKUNESA: Jurnal Akuntansi Unesa, 9(1).

Aulia, R., Abdullah, M. W., & Fajrin, F. (2024). Pengaruh NPF, ROA dan CAR terhadap Financial Distress dengan GCG sebagai Pemoderasi. Journal of Accounting, Economics And Business Eeducation, 2(2), 157–164.

Arifin, Z. (2020). Analisis Faktor-Faktor yang Mempengaruhi Pembiayaan Mudharabah BPRS. AKUNESA: Jurnal Akuntansi Unesa, 9(1).

Bawoel, F., Hulukati, F., Usman, T., & Pongoliu, Y. I. D. (2025). Pengaruh Risiko Likuiditas terhadap Financial Distress pada Perusahaan Perbankan yang Terdaftar di BEI Tahun 2018-2022. JSAP: Journal Syariah and Accounting Public, 8(2), 75–90. https://doi.org/10.31314/jsap.2025

Beno, B. S., & Masripah. (2023). Peran Mekanisme Corporate Governance dan Indikator Ekonomi makro terhadap Finansial Dstress. Berkala Akuntansi Dan Keuangan Indonesia, 9(1), 49–68. https://doi.org/10.20473/baki.v9i1.44672

Christina, Ariesa, Y., Cia, G., Aruan, N. S., & Fahlevi, M. (2025). Pengaruh CAR, DER, dan DAR terhadap ROA pada Perusahaan Perbankan yang terdaftar di BEI Periode 2019-2023. Journal of Strategic Management and Business Simulation (JMASSBI), 6(1), 15–29.

Dewi, H. P. (2022). Financial Distress Pada Sektor Bank Campuran Di Indonesia dengan Rasio Camel Sebagai Alat Ukur. Periode Studi 2014 – 2019. Jurnal Akuntansi Dan Bisnis Krisnadwipayana, 9(2), 628. https://doi.org/10.35137/jabk.v9i2.684

Djariyah, A., Cahyaningtyas, S. R., & Isnaini, Z. (2023). The Influence of Bank Health Level Using RGEC on Financial Distress of Banks in Indonesia. Journal of Economics, Business, & Entrepreneurship, 4(2), 82–87. https://doi.org/10.29303/alexandria.v4i2.462

Epriliana, I., & Suwandi. (2022). Analisis Rasio Keuangan dan Non Keuangan untuk Memprediksi Fianncial Distress. Prosiding Seminar Nasional Ekonomi Dan Bisnis, 1(3), 500–517.

Ferdiansyah, F., & Widyarti, E. T. (2022). Analysis of CAMEL Ratio on Financial Distress Banking Companies in Indonesia. Diponegoro International Journal of Business, 5(1), 47–56. https://doi.org/https://doi.org/10.14710/dijb.5.1.2022.47-56 Analysis

Firdausya, F. A., & Indawati, R. (2023). Perbandingan Uji Glejser dan Uji Park dalam Mendeteksi Heteroskedastisitas pada Angka Kematian Ibu di Provinsi Jawa Timur Tahun 2020. JURNAL NERS, 7(1), 793–796.

Ginting, N. A. B., Munthe, K., & Purba, A. M. (2024). Pengaruh ROA, ROE, LDR, CR, dan NPL terhadap Kondisi Financial Distress pada Perusahaan Perbankan yang Terdaftar di Bursa Efek Indonesia Periode 2019-2022. KUKIMA: Kumpulan Karya Ilmiah Manajemen, 3(1), 64–83.

Hananiyah, W. M., & Jaya, T. J. (2023). The Effect of Financial Ratio on Financial Distress in Indonesia Sharia Commercial Banks. I-Finance: A Research Journal on Islamic Finance, 9(2), 148–167. http//jurnal.radenfatah.ac.id/index.php/i-finance

Hasyim, F., Pratiwi, N., Asmaradhan, B. S., & Kurniyadi. (2023). The Effect of Exchange Rates, Inflation and BI rates on Profitability in Islamic Commercial Banks During The 2016-2022 Period. Asy Syar’iyyah: Jurnal Ilmu Syari’ah Dan Perbankan Islam, 8(2), 162–185.

Hidayat, T., Yahya, A., & Permatasari, M. D. (2023). Pengaruh Financial DIstress, Inflasi, dan Nilai Tukar terhadap Keputusan Investasi sertia Implikasinya pada Nilai Perusahaan. Jurnal Akuntansi Bisnis Pelita Bangsa, 8(1), 1–14.

Hutagalung, I. P., & Darnius, O. (2022). Analisis Regresi Data Panel dengan Pendekatan Common Effect Model (CEM), Fixed Effect Model (FEM) dan Random Effect Model (REM). FARABI: Jurnal Matematika Dan Pendidikan Matematika, 5(2), 217–226.

Judianto, L., Antari, ni L. S., Yakup, A. P., Raraga, F., & Sesario, R. (2025). Pengaruh Nilai Tukar dan Inflasi terhadap Financial Distress. Indonesian Journal for the Economics, Management and Technology, 9(1), 186–191.

Kosasih, T. W., Pramono, N. H., & Azmi, F. (2020). Analisis Faktor Internal dan Eksternal yang Mempengaruhi Financial DIstress Bank Pengkreditan Rakyat (BPR) di Indonesia pada Masa Pandemi Covid 19. Jurnal Akuntansi Dan Pajak, 23(01), 1–12.

Lestari, D. P., & Rani, L. N. (2022). Analysis of Internal and External Factors Affecting the Liquidity of Sharia Commercial Banks in Indonesia. Jurnal Ekonomi Syariah Teori Dan Terapan, 9(4), 559–572. https://doi.org/10.20473/vol9iss20224pp559-572

Maula, M. M., Firdausi, M. I., & Badarudin. (2023). Pengaruh Return on Equity, Current Ratio dan Firm Size terhadap Financial Distress Bank Syariah Non BUMN yang Terdaftar di BEI periode 2015-2021. JIEF-Journal of Islamic Economics and Finance, 3(2), 138–144. https://e-journal.uingusdur.ac.id/jief/index

Maulida, N. A., & Arief Arfiansyah, M. (2024). Analisis Pengaruh Rasio Keuangan terhadap Profitabilitas Perbankan Syariah Di Indonesia dengan Inflasi Sebagai Varibel Pemoderasi. Al Iqtishod: Jurnal Pemikiran Dan Penelitian Ekonomi Islam, 12(2), 253–273. https://doi.org/10.37812/aliqtishod.v12i2.1622

Muzaki, Z. H., & Sumawidjaja, R. N. (2024). Pengaruh Non Performing Financing, Return On Assets, dan BOPO pada Kondisi Financial Distress pada BPRS di Jawa Barat 2020-2023. ECo-Buss: Economics and Business, 7(2), 1481–1492. https://doi.org/10.32877/eb.v7i2.1979

Nilasari, A., & Ismunawan. (2021). Pengaruh Kinerja Keuangan, Risk Based Capital, Ukuran Perusahaan dan Makroekonomi terhadap Financial Distress. Jurnal Ekonomi Bisnis Dan Kewirausahaan (JEBIK), 10(1), 55–72.

Ningsih, R. D. W., Purbayati, R., & Pratiwi, L. N. (2021). Analisis Pengaruh CAR , NPF, DAR, DPK terhadap Pembiayaan Sektor Konstruksi pada Perbankan Syariah di Indonesia. Journal of Applied Islamic Economics and Finance, 2(1), 213–226. https://doi.org/10.35313/jaief.v2i1.2870

Oktavian, E., & Handoyo, S. E. (2023). The Effect of Leverage, Profitability, Liquidity Ratio, and Inflation Towards Financial Distress Study From The Manufacturing Industry in Indonesia. International Journal of Management Science and Application, 2(1), 11–27. https://doi.org/10.58291/ijmsa.v2n1.111

Pertiwi, D. A. (2018). Pengaruh Rasio Keuangan, Growth, Ukuran Perusahaan, dan Inflasi terhadap Financial Distress Sektor Pertambangan di Bursa Efek Indonesia 2012- 2016. Jurnal Ilmu Manajemen (JIM), 6(3), 359–366. https://jurnalmahasiswa.unesa.ac.id/index.php/jim/article/view/24314

Putri, I. Y., Suharti, Suryani, F., & Hanif, R. A. (2021). The Influence of Inflation, Rupiah Turnover value, BOPO, and NPL on Profitabilty and its Impact on Financial Distress. Bilancia: Jurnal Ilmiah Akuntansi, 5(4), 380–396.

Rahmawati, S., & Santoso, B. (2025). Analisis Financial Distress Menggunakan Metode Altman Z-Score dan Zmijewski Pada Perusahaan Property dan Real Estate yang Terdaftar di BEI. Jurnal Nusa Akuntansi, 2(1), 370–391.

Ramadani, A. W., & Ratmono, D. (2023). Prediksi Kesulian Keuangan: Peran Rasio KEuangan dan Ukuran Perusahaan. Jurnal Riset Akuntansi Kontemporer, 15(1), 19–26.

Saefulloh, M. H. M., Fahlevi, M. R., & Centauri, S. A. (2023). Pengaruh Inflasi Terhadap Pertumbuhan Ekonomi : Perspektif Indonesia. Jurnal Keuangan Negaa Dan Kebijakan Publik, 3(1), 17–26.

Sanjaya, R. A., & Nasrah, H. (2024). Pengaruh Capital Adequacy Ratio (CAR), Return on Assets (ROA) dan Non Performing Financing (NPF) terhadap Pembiayaan dengan Dana Pihak Ketiga (DPK) sebagai Variabel Moderasi Murabahah pada BPRS Provinsi Riau. Jurnal Ekonomi Dan Ilmu Sosial (JEIS), 03(01), 69–80.

Sari, D. K., & Annisa, A. A. (2023). Peran DPK dalam Memoderasi Pembiayaan Murabahah pada Bank Umum Syariah. Journal of Accounting and Digital Finance, 3(2), 69–81.

Sartono, Sapta, A. E., & Pratama, I. R. (2023). Factors Influencing Third-Party Funds of Islamic Bank : A Case Study in Indonesia. E-Academia Journal, 12(2), 105–118.

Setiawan, I., Mai, M. U., & Setiawan. (2025). The Contribution of Islamic and Conventional Rural Banks to Indonesia’s Regional Economic Growth. International Journal of Islamic and Middle Eastern Finance and Management, 19(1), 185–201. https://doi.org/https://doi.org/10.1108/IMEFM-10-2024-0514

Silviani, R. (2024). Pengaruh BOPO, Pertumbuhan Ekonomi, dan Bagi Hasil terhadap BPD dengan Peran Moderasi Jumlah Kantor pada Bank Syariah (2018-2023). Maqrizi: Journal of Economics and Islamic Economics, 4(2), 164–181.

Suot, L. Y., Koleangan, R. A. M., & Palandeng, I. D. (2020). Analisis Rasio

Keuangan dalam Memprediksi Kondisi Financial Distress pada Industri Perbankan yang Terdaftar di Bursa Efek Indonesia. Jurnal EMBA: Jurnal Riset, Ekonomi, Manejemen, Bisnis Dan Akuntansi, 8(1), 501–510.

Trinugroho, I., Risfandy, T., & Ariefianto, D. M. (2018). Competition , Diversification , and Bank Margins : Evidence from Indonesian Islamic Rural Banks. Borsa Istanbul Review, 18(4), 349–358. https://doi.org/10.1016/j.bir.2018.07.006

Ugur, M., Solomon, E., & Zeynalov, A. (2022). Leverage , Competition and Financial Distress Hazard : Implications for Capital Structure in the Presence of Agency Costs. Economic Modelling, 108(105740), 1–18. https://doi.org/10.1016/j.econmod.2021.105740

Wang, T., Cui, W., & Jones, S. (2026). Predicting Financial Distress as Repeated Events. Accounting Research Journal, 39(1), 40–59. https://doi.org/10.1108/ARJ-08-2025-0289

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), 1–9. https://doi.org/10.1016/j.heliyon.2020.e04390

Wati, L. R., Rinofah, R., & Maulida, A. (2022). Pengaruh Profitabilitas, Ukuran Perusahaan, dan Corporate Governance terhadap Financial Distress pada Perusahaan Perbankan yang Terdaftar di Bursa Efek Indonesia dengan Keputusan Pendanaan sebagai Moderating. INOVASI: Jurnal Ekonomi, Keuangan, Dan Manajemen, 18(2), 285–293. https://doi.org/10.29264/jinv.v18i2.10420

Yosandra, D. S. A., & Sembiring, F. M. (2022). Faktor-Faktor yang Mempengaruhi Financial Distress. Ekspansi: Jurnal Ekonomi, Keuangan, Perbankan Dan Akuntansi, 14(1), 22–41. https://doi.org/10.35313/ekspansi.v14i1.3629

Yudianto, Y., Supriyadi, D., & Kosasih. (2023). Dampak Perselisihan Ukraina-Rusia 2022 Terhadap Perekonomian, Inflasi, Perdagangan Internasional di Asia Tenggara. Competition: Jurnal Ilmiah Manajemen, 14(2), 293–306. https://doi.org/10.32670/coopetition.v14i2.3347




DOI: https://doi.org/10.18860/iq.v22i1.41356



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