Pengaruh Faktor Spesifik Bank terhadap Pembiayaan Bermasalah: Bank Islam di Indonesia

Authors

  • Ria Asmaul Husna Universitas Islam Negeri Sunan Kalijaga Yogyakarta

DOI:

https://doi.org/10.30640/ekonomika45.v13i2.5791

Keywords:

Gross Domestic Product, Inflation, Islamic Banking, Macro Economy, Non-Performing Loans

Abstract

This study aims to analyze the effect of financial and macroeconomic ratio factors on Non-Performing Financing (NPF) at Islamic Commercial Banks (BUS) in Indonesia for the period 2015-2024. The independent variables analyzed include Capital Adequacy Ratio (CAR), Operating Expenses to Operating Income (BOPO), Return on Assets (ROA), Return on Equity (ROE), Gross Domestic Product (GDP), and inflation, with NPF as the dependent variable. This study uses a quantitative approach through multiple regression using panel data with the EViews 12 tool. Based on the model testing results, the Random Effect model was selected as the best model. The analysis results show that CAR, BOPO, ROE, and GDP ROA and GDP have a significant effect on NPF, while ROA and inflation do not affect NPF. Simultaneously, all independent variables have a significant effect on NPF with an adjusted R² value of 66.91%, indicating that these variables are able to explain the variation in NPF substantially. These findings emphasize the importance of strengthening internal bank management and sensitivity to macroeconomic dynamics in maintaining the quality of Islamic financing.

References

Achmad, A. (2019). Efek capital adequacy ratio, non performing financing, dan operational efficiency ratio atas return on asset pada bank umum syariah milik negara. At-Taradhi: Jurnal Studi Ekonomi, 9(2), 119. https://doi.org/10.18592/at-taradhi.v9i2.2514

Ainiah, P., & Sriyana, J. (2024). Pengaruh faktor internal dan faktor eksternal terhadap non performing financing (NPF) pada pembiayaan bank umum syariah. Jurnal Ilmiah Ekonomi Islam, 10(1), 401. https://doi.org/10.29040/jiei.v10i1.11901

Amelia, L., Syahpawi, S., & Nurnasrina, N. (2024). Strategi penyelesaian pembiayaan bermasalah pada bank syariah. Money: Journal of Financial and Islamic Banking, 2(2), 131–141. https://doi.org/10.31004/money.v2i2.24070

Ardana, Y. (2019a). Faktor internal, makroekonomi dan pembiayaan bermasalah bank syariah di Indonesia. Esensi: Jurnal Bisnis dan Manajemen, 9(1), 41–56. https://doi.org/10.15408/ess.v9i1.10743

Ardana, Y. (2019b). Faktor internal, makroekonomi dan pembiayaan bermasalah bank syariah di Indonesia. Esensi: Jurnal Bisnis dan Manajemen, 9(1), 41–56. https://doi.org/10.15408/ess.v9i1.10743

Ash Shidiqie, J. S., Pebruary, S., & Nugrohowati, R. N. I. (2024). Determinan risiko kredit bank Islam: Analisis lintas negara. Jurnal Kebijakan Ekonomi dan Keuangan, 33–41. https://doi.org/10.20885/JKEK.vol3.iss1.art5

Budiman, P. A. (2021). Analisis ECM PDB, kurs dan jumlah uang beredar terhadap inflasi. [Nama jurnal tidak tersedia], 6, xx–xx.

Cahyaningrum, Y. W., & Antikasari, T. W. (2017). Pengaruh earning per share, price to book value, return on asset, dan return on equity terhadap harga saham sektor keuangan. Jurnal Economia, 13(2), 191. https://doi.org/10.21831/economia.v13i2.13961

Chalid, F. I., & Bella, F. I. (2021). Determinant of non-performing financing in Indonesian Islamic commercial banks in time of COVID-19 pandemic. Al-Amwal: Jurnal Ekonomi dan Perbankan Syari’ah, 13(2), 239. https://doi.org/10.24235/amwal.v13i2.9072

Darmawanti, N. R., & Suprayogi, N. (2020). Determinan non performing financing perbankan syariah di Indonesia: Studi analisis meta. Jurnal Ekonomi Syariah Teori dan Terapan, 7(2), 269–280. https://doi.org/10.20473/vol7iss20202pp269-280

Determinants of non-performing financing for Islamic commercial banks in Indonesia with a dynamic panel data approach. (2023). Information Sciences Letters, 12(8), 2629–2642. https://doi.org/10.18576/isl/120817

Fadila, I. Y., & Hermawan, D. (2021). Profitabilitas pada perbankan syariah di Indonesia: Studi pengaruh faktor internal dan eksternal. Journal of Islamic Economics and Business, 1(1). https://doi.org/10.15575/.v1i1.13145

Fakhrunnas, F., Dwi Astuti, R., & Bekti Hendrie Anto, M. (2022). Determinants of non-performing financing in Indonesian Islamic banks: A regional and sectoral analysis. Banks and Bank Systems, 17(4), 72–86. https://doi.org/10.21511/bbs.17(4).2022.07

Fitri, S. D., & Sriyana, J. (2023). Analisis faktor-faktor yang memengaruhi tingkat non-performing financing (NPF) di bank umum syariah Indonesia periode 2015–2021. Jurnal Informatika Ekonomi Bisnis, 232–239. https://doi.org/10.37034/infeb.v5i1.240

Hasibuan, A. A., Zulpahmi, Z., Wahyudin, N., & Nurlaila, A. (2022). The effect of financing to deposit ratio (FDR), non-performing financing (NPF), capital adequacy ratio (CAR), operating expenses and operating income (BOPO) on ROA in Islamic commercial bank. Al-Falah: Journal of Islamic Economics, 7(2), 289. https://doi.org/10.29240/alfalah.v7i2.5395

Indrajaya, I. (2019a). Determinan non-performing financing pada bank umum syariah di Indonesia. Jurnal Ekonomi dan Bisnis Islam (Journal of Islamic Economics and Business), 5(1), 68. https://doi.org/10.20473/jebis.v5i1.13180

Indrajaya, I. (2019b). Determinan non-performing financing pada bank umum syariah di Indonesia. Jurnal Ekonomi dan Bisnis Islam (Journal of Islamic Economics and Business), 5(1), 68. https://doi.org/10.20473/jebis.v5i1.13180

Ishak, I. M., & Pakaya, S. I. (2022). Pengaruh non-performing financing (NPF) terhadap return on asset (ROA) di perbankan syariah Indonesia. JAMBURA: Jurnal Ilmiah Manajemen dan Bisnis, 5(1), 66–70. https://doi.org/10.37479/jimb.v5i1.14235

Isnaini, L., Haryono, S., & Muhdir, I. (2021). Pengaruh ROA, CAR, BOPO, FDR, dan inflasi terhadap pembiayaan bermasalah (NPF) di bank umum syariah. JPEK (Jurnal Pendidikan Ekonomi dan Kewirausahaan), 5(1), 65–75. https://doi.org/10.29408/jpek.v5i1.3095

Karisma, D. P., Qolbi, F. ‘Ainul, & Rosyadi, I. (2025). Macro variable effect analysis and non-performing financing (NPF) against the return on asset (ROA) Islamic banks in Indonesia year 2008–2017. Journal of Islamic Economic Laws, 32–47. https://doi.org/10.23917/jisel.v3i1.10170

Marisya, F. (2019). Analisis pengaruh struktur modal (CAR) dan dana pihak ketiga (FDR) terhadap profitabilitas (ROA) dengan kredit bermasalah (NPF) sebagai variabel intervening pada perbankan umum syariah di Indonesia. JAZ: Jurnal Akuntansi Unihaz, 2(2), 1. https://doi.org/10.32663/jaz.v2i2.987

Martiningtiyas, C. R., & Nitinegeri, D. T. (2020). The effect of non-performing loans on profitability in banking sector in Indonesia. In Proceedings of the International Conference on Management, Accounting, and Economy (ICMAE 2020). Atlantis Press. https://doi.org/10.2991/aebmr.k.200915.016

Maulla, L. A., & W. (2023). Pengaruh NPF, FDR, CAR dan BOPO terhadap ROA pada bank umum syariah di Indonesia periode 2016–2020. Media Ekonomi, 22(2), 1. https://doi.org/10.30595/medek.v22i2.13110

Muliadi, S. (2022). Pengaruh rasio keuangan terhadap kinerja bank umum syariah (BUS) periode 2019–2021. Global Financial Accounting Journal, 6(2), 199. https://doi.org/10.37253/gfa.v6i2.6812

Mutmainnah, S., & Wirman, W. (2022). Pengaruh capital adequacy ratio (CAR), BOPO, financing to deposit ratio (FDR), dan non performing financing (NPF) terhadap return on asset (ROA) bank syariah. Jurnal Aktual Akuntansi Keuangan Bisnis Terapan (AKUNBISNIS), 5(1), 81. https://doi.org/10.32497/akunbisnis.v5i1.3617

Nadya, A., Tanjung, M., & Sugianto, S. (2020). Analisis faktor eksternal dan internal terhadap pembiayaan pada bank umum syariah yang terdaftar di OJK. Journal of Islamic Economics and Finance Studies, 1(2), 153. https://doi.org/10.47700/jiefes.v1i2.2095

Nurfadila, A. P., Juniwati, E. H., & Laksana, B. (2023). Pengaruh faktor internal terhadap profitabilitas dengan NPF sebagai variabel intervening pada bank umum syariah di Indonesia periode 2015–2020. Journal of Applied Islamic Economics and Finance, 3(3), 454–466. https://doi.org/10.35313/jaief.v3i3.4490

Pancotto, L., ap Gwilym, O., & Williams, J. (2024). The evolution and determinants of the non-performing loan burden in Italian banking. Pacific-Basin Finance Journal, 84, 102306. https://doi.org/10.1016/j.pacfin.2024.102306

Prastyo, D. H., & Anwar, S. (2021). Pengaruh inflasi, GDP, CAR, dan FDR terhadap non performing financing (NPF) bank umum syariah. [Nama jurnal tidak tersedia], 1(4).

Puspita, H. S., & Shofawati, A. (2019). Determinan tingkat efisiensi bank pembangunan daerah (BPD) syariah di Indonesia: Two-stage data envelopment analysis. Jurnal Ekonomi Syariah Teori dan Terapan, 5(10), 804–819. https://doi.org/10.20473/vol5iss201810pp804-819

Retnowati, A., & Jayanto, P. Y. (2020). Factors affecting non-performing financing at Islamic commercial banks in Indonesia. Accounting Analysis Journal, 9(1), 38–45. https://doi.org/10.15294/aaj.v9i1.20778

Ridho, M., & Siswanto, E. (2023). Does non-performing financing and capital adequacy impact profitability of Islamic banks in Indonesia? In I. Zutiasari & D. T. Kurniawan (Eds.), Proceedings of the BISTIC Business Innovation Sustainability and Technology International Conference (BISTIC 2023) (Vol. 267, pp. 160–170). Atlantis Press. https://doi.org/10.2991/978-94-6463-302-3_20

Rofiqoh, S. N. I., Ratnasari, R. T., Rufaidah, A., & Hasib, F. F. (2022a). Risk-based bank rating: Studi multi kasus pada perbankan syariah. Jihbiz: Jurnal Ekonomi, Keuangan dan Perbankan Syariah, 6(1), 15–26. https://doi.org/10.33379/jihbiz.v6i1.1039

Rofiqoh, S. N. I., Ratnasari, R. T., Rufaidah, A., & Hasib, F. F. (2022b). Risk-based bank rating: Studi multi kasus pada perbankan syariah. Jihbiz: Jurnal Ekonomi, Keuangan dan Perbankan Syariah, 6(1), 15–26. https://doi.org/10.33379/jihbiz.v6i1.1039

Safar Nasir, M., Oktaviani, Y., & Andriyani, N. (2022). Determinants of non-performing loans and non-performing financing level: Evidence in Indonesia 2008–2021. Banks and Bank Systems, 17(4), 116–128. https://doi.org/10.21511/bbs.17(4).2022.10

Safitri, S., & Nabila, R. (2024a). Analysis financial ratio on financial performance of banks with problem finance as intervening variables. Islamic Accounting Journal, 3(2), 1–20. https://doi.org/10.18326/iaj.v3i2.1-20

Safitri, S., & Nabila, R. (2024b). Analysis financial ratio on financial performance of banks with problem finance as intervening variables. Islamic Accounting Journal, 3(2), 1–20. https://doi.org/10.18326/iaj.v3i2.1-20

Sari, A. P. N., & Maharani. (2022). The effect of murabahah, musyarakah, and ijarah financing on profitability with non-performing financing as a moderation variable in Islamic commercial banks for the 2016–2020 period. Cashflow: Current Advanced Research on Sharia Finance and Economic Worldwide, 1(4), 151–168. https://doi.org/10.55047/cashflow.v1i4.316

Setiadi, A., & Lusiana, D. (2024). Analisis pengaruh ROA, CAR, BOPO dan FDR terhadap NPF pada bank umum syariah di Indonesia periode 2016–2022. [Nama jurnal tidak tersedia], 2(2).

Stapah @ Salleh, M., Ahmat, N., Ab Wahab, S. N. A., & Abdul Kader Malim, N. (2024). Determinants of net profit margins in foreign Islamic banks: Evidence from Malaysia. International Journal of Academic Research in Business and Social Sciences, 14(11), 953–966. https://doi.org/10.6007/IJARBSS/v14-i11/23337

Taufiqurrahman, M. A., & Sudaryati, E. (2024a). Pengaruh analisis profitabilitas dan likuiditas terhadap harga saham sektor energi 2017–2022. Owner, 8(2), 1200–1215. https://doi.org/10.33395/owner.v8i2.1970

Taufiqurrahman, M. A., & Sudaryati, E. (2024b). Pengaruh analisis profitabilitas dan likuiditas terhadap harga saham sektor energi 2017–2022. Owner, 8(2), 1200–1215. https://doi.org/10.33395/owner.v8i2.1970

Wahyuni, A. S., Hadiani, F., Laksana, B., & Barnas, B. (2023). Pengaruh faktor makroekonomi dan faktor spesifik bank terhadap NPF bank umum syariah di Indonesia. Journal of Applied Islamic Economics and Finance, 3(2), 216–224. https://doi.org/10.35313/jaief.v3i2.3729

Wibowo, W., Budiantara, I. N., Wilantari, R. N., & Amara, D. (2020). The impact of ICT on economic growth in the fourth industrial revolution: Modeling using principal component panel regression. International Journal of Integrated Engineering, 12(7), Article 7.

Yanti, H., & Darmansyah, M. (2023). Pengaruh tingkat pembiayaan mudharabah, pembiayaan murabahah dan pembiayaan musyarakah terhadap non performing financing (NPF) pada bank umum syariah di Indonesia tahun 2017–2022. Jurnal Literasi Akuntansi, 3(4), 163–176. https://doi.org/10.55587/jla.v3i4.104

Yoga Raunaqa, A. R. D., & Fadlullah Hana, K. (2022). Komparasi kinerja keuangan bank syariah Indonesia dan bank syariah Malaysia pada masa pandemi COVID-19. Shafin: Sharia Finance and Accounting Journal, 2(2), 128–143. https://doi.org/10.19105/sfj.v2i2.6339

Downloads

Published

2026-03-05

How to Cite

Ria Asmaul Husna. (2026). Pengaruh Faktor Spesifik Bank terhadap Pembiayaan Bermasalah: Bank Islam di Indonesia. EKONOMIKA45 :  Jurnal Ilmiah Manajemen, Ekonomi Bisnis, Kewirausahaan, 13(2), 52–69. https://doi.org/10.30640/ekonomika45.v13i2.5791

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.