Analysis of Indonesian Sharia Banking Performance During the Covid-19 Pandemic (Panzar-Rosse Approach)
Abstract
The purpose of this study was to determine the effect of the Industrial Production Index, Inflation, Third Party Funds, and Measures on the Performance of Islamic Banking in Indonesia and to see the level of competition in Islamic banking during the pandemic. Researchers use a profitability indicator to measure banking performance, namely Return On Assets (ROA). The method in this study uses the scope of this study using a sample of 12 banks registered with the Financial Services Authority (OJK). The data used in this study is monthly data for the period January 2019 to December 2021. In this study, the Auto Regressive Distributed Lag (ARDL) analysis was used. ARDL estimation to obtain short-term and long-term effects. The results showed that the Industrial Production Index variable had a significant negative effect on Return on Assets, the inflation variable had an insignificant effect on Return on Assets, the third-party funds variable had a significant positive effect on Return on Assets, the third-party funds variable had a significant positive effect on Return on Assets, variable third party funds have a significant positive effect on Return on Assets Return on Assets, variable size has a significant positive effect on Return on Assets.
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Adawiyah, A. Z., & Suprihhadi, H. (2017). Pengaruh Modal, Aset, Dan Ukuran Perusahaan Terhadap Profitabilitas Perbankan. Jurnal Ilmu Dan Riset Manajemen, 6(1), 1–15.
Agustia, Y. P., & Suryani, E. (2018). Pengaruh Ukuran Perusahaan, Umur Perusahaan, Leverage, Dan Profitabilitas Terhadap Manajemen Laba (Studi Pada Perusahaan Pertambangan yang Terdaftar di Bursa Efek Indonesia Periode 2014-2016). JURNAL ASET (AKUNTANSI RISET), 10 (1), 2018, 63-74. https://doi.org/10.17509/jaset.v10i1.12571
Ardheta, P. A., & Sina, H. R. (2020). Pengaruh Capital Adequacy Ratio, Dana Pihak Ketiga, Non Performing Financing Dan Pembiayaan Murabahah Terhadap Profitabilitas (Pada Bank Umum Syariah yang Terdapat di Otoritas Jasa Keuangan Periode 2012 – 2016). Jurnal Akuntansi Dan Manajemen, 17(2), 32–38.
Artiani, L. E., & Utami Puspita Sari, C. (2019). Pengaruh Variabel Makro Dan Harga Komoditas Tambang Terhadap Harga Saham Sektor Pertambangan Di Indeks Saham Syariah Indonesia (ISSI). Jurnal Ekonomika. https://doi.org/10.35334/jek.v10i2.763
Astria, I., Pembimbing, N., Indrawati, N., & Al-Azhar, D. (2017). Pengaruh Kepemilikan Institusional, Ukuran Perusahaan Dan Profitabilitas Terhadap Elemen-elemen Integrated Reporting (Studi Pada Perusahaan Non-keuangan Yang Listing Di Bei Tahun 2015). In JOM Fekon.
Astutiningsih, K. W., & Baskara, I. G. K. (2018). Pengaruh CAR, Dana Pihak Ketiga, Ukuran Bank, Dan LDR Terhadap Profitabilitas Bank Perkreditan Rakyat. E-Jurnal Manajemen Universitas Udayana. https://doi.org/10.24843/ejmunud.2019.v08.i03.p16
Aviliani, A. (2022). Indonesian Banking Strategy In Improving Credit. 3(2), 310–319.
Coleman, L. (2021). Explaining mutual fund behavior through the structure-conduct-performance lens. International Journal of Finance and Economics. https://doi.org/10.1002/ijfe.2568
Dasari, S. A., & Wirman, W. (2020). Pengaruh Dana Pihak Ketiga Dan Non Performing Financing Terhadap Return On Asset Bank Umum Syariah Di Indonesia (Periode 2014-2019). Nisbah: Jurnal Perbankan Syariah. https://doi.org/10.30997/jn.v6i2.3164
Fathoni, C., & Jairin, J. (2022). Principles of Performance and Financial Management between Islamic Banks and Conventional Banks. Majapahit Journal of Islamic Finance and Management, 1(2), 164-178. https://doi.org/10.31538/mjifm.v1i2.12
Fitri, Syukur, Majid, Farhana, & Hatta. (2022). Do intellectual capital and financing matter for the profitability of the Islamic banking industry in Indonesia. International Journal of Monetary Economics and Finance, 15(3), 293–308.
Ghozali, M., Azmi, M. U., & Nugroho, W. (2019). Perkembangan Bank Syariah Di Asia Tenggara: Sebuah Kajian Historis. Falah: Jurnal Ekonomi Syariah. https://doi.org/10.22219/jes.v4i1.8700
Gunawan, C. I. (2020). Anomali Covid-19 : Dampak Positif Virus Corona Untuk Dunia - Google Books. In IRDH Book Publisher.
Hamida, D., Ahmar, N., & Djaddang, S. (2018). Determinan Prediksi Krisis Perbankan Berbasis Banking Sector Fragility Index. JIAFE (Jurnal Ilmiah Akuntansi Fakultas Ekonomi). https://doi.org/10.34204/jiafe.v3i2.687
Hidayat, A., & Sunarsi, D. (2020). Faktor-Faktor Yang Mempengaruhi Dana Pihak Ketiga Dan Dampaknya Terhadap Profitabilitas ( Survey Pada Bpr Syariah Di Jawa Barat Tahun 2014 – 2017 ). Jurnal Proaksi. https://doi.org/10.32534/jpk.v7i1.1006
Livana, Suwoso, Febrianto, Kushindarto, & Aziz, F. (2020). Dampak Pandemi Covid-19 Bagi Perekonomian Masyarakat Desa. Indonesian Journal of Nursing and Health Sciences, 1(1), 37–48.
Ningsih, S., & Syahputra, D. (2020). Pengaruh Dana Pihak Ketiga Perbankan Konvensional Dan Dana Pihak Ketiga Perbankan Syariah Terhadap Pertumbuhan Ekonomi Indonesia. … Masharif Al-Syariah: Jurnal ….
OJK. (2021). Peraturan otoritas jasa keuangan Indonesia tentang perubahan atas pertauran otoritas jasa keuagan no 57/POJK.04/2020 (Issue 184, pp. 1–27).
Pertiwi, G. C. (2019). Determinan Internet Financial Reporting (IFR) pada Entitas Non Keuangan yang Terdaftar di Bursa Efek Indonesia (BEI). STIE Perbanas Surabaya.
Pratama, M. I., & Hakim, A. (2022). Analisis Kinerja Keuangan Dan Makro Ekonomi Terhadap Profitabilitas Perbankan Syariah Di Indonesia. Eqien-Jurnal Ekonomi Dan Bisnis, 11(2). https://stiemuttaqien.ac.id/ojs/index.php/OJS/article/view/921%0Ahttps://stiemuttaqien.ac.id/ojs/index.php/OJS/article/download/921/665
Putri, S. S. P., & Wahyuningsih, E. M. (2021). Firm Size , Laverage , Profitabilitas , Likuiditas , Kebijakan Deviden Terhadap Nilai Perusahaan. Akuntabel, 18(1), 41–50.
Rahman, A. F., & Setiawansi, Y. (2021). Analisis Determinan Dana Pihak Ketiga Bank Umum Syariah di Indonesia. Jurnal Ilmiah Ekonomi Islam. https://doi.org/10.29040/jiei.v7i1.1608
Saputra. (2019). Analisis Pengaruh Financing to Deposit Ratio (FDR), Non Performing Financing (NPF), Suku Bunga Deposito, dan Inflasi terhadap Tingkat Bagi Hasil Deposito Mudharabah Bank Syariah di Indonesia (Tahun 2011-2018). Universitas Islam Indonesia.
Saputra, F. E. (2020). Analisis Pengaruh FDR, BOPO, Dan NPF Terhadap Kinerja Bank Umum Syariah Di Indonesia Periode Tahun Januari 2015 s/d Juli 2020. Doctoral dissertation, Universitas Teknokrat Indonesia.
Sauerman, J, & Isbahi, M. B. (2023). Worker Reciprocity and the Returns to Training: Evidence from a Field Experiment. Majapahit Journal of Islamic Finance and Management, 3(1), 49-89. https://doi.org/10.31538/mjifm.v3i1.35
Sihotang, M., Hasanah, U., & Hayati, I. (2022). Model of Sharia Bank Profitability Determination Factors by Measuring Internal and Externals Variables. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 5(1), 235-251. https://doi.org/10.31538/iijse.v5i1.1949
Soeharjoto, S., & Hariyanti, D. (2019). Pengaruh makro ekonomi dan fundamental perusahaan terhadap kinerja perbankan syariah di Indonesia. Jurnal Akuntansi, Keuangan, Dan Manajemen, 1(1), 1–8. https://doi.org/10.35912/jakman.v1i1.1
Suprapto, Y., & Enjeliana, N. (2021). Pengaruh Firm Size, Liquidity, Leverage, CCC dan Inventory Turnover terhadap Profitabilitas Perusahaan Manufaktur yang terdaftar di Bursa Efek Indonesia. CoMBInES - Conference on Management, Business, Innovation, Education and Social Sciences, 1(1), 2123–2135. https://journal.uib.ac.id/index.php/combines/article/view/4749
Syamsuri, S., Fadillah, N. H., Kusuma, A. R., & Jamal. (2021). Analisis Qanun (Lembaga Keuangan syariah) Dalam Penerapan Ekonomi Islam Melalui Perbankan Syariah di Aceh. JIEi: Jurnal Ilmiah Ekonomi Islam, 7(3), 1705–1716. https://jurnal.stie-aas.ac.id/index.php/jei/article/view/3662%0Ahttp://jurnal.stie-aas.ac.id/index.php/jei/article/view/3662
Trimulato Trimulato, Asyraf Mustamin, & Ismawati Ismawati. (2020). Service Excellent Bagi Fintech Syariah di Tengah Kondisi Covid-19. Al-Mizan: Jurnal Hukum Dan Ekonomi Islam. https://doi.org/10.33511/almizan.v4n2.13-34
Wahasusmiah, R., & Watie, K. R. (2019). Metode RGEC : Penilaian Tingkat Kesehatan Bank Pada Perusahaan Perbankan Syariah. I-Finance: A Research Journal on Islamic Finance. https://doi.org/10.19109/ifinance.v4i2.3038
Yudaruddin, R. (2017). The impact of economic conditions on bank profitability of regional development bank in Indonesia. International Journal of Applied Business and Economic Research.
Zamroni, M. Afif; Toha, Mohamad; Qori’ah, Khitnah Ummul. Analisis Pengelolaan Badan Penyelenggara Jaminan Sosial Tinjauan Perspektif Ekonomi Syariah. Nizham: Jurnal Studi Keislaman, 8, (2), 251-259. https://doi.org/10.32332/nizham.v8i02.2707
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