The Impact of Exchange Rate, Inflation, BI7DRR, and Money Supply on the Efficiency of Indonesian Commercial Banks 2018-2024 Period: An Error Correction Model
DOI:
https://doi.org/10.54065/jss.5.1.2025.609Keywords:
Exchange Rate, Inflation, BI7DRR, Money Supply, OpEx, ECMAbstract
This study is motivated by the urgency to maintain the operational efficiency of Indonesia’s banking sector amid ongoing global economic uncertainty in the post-COVID-19 era, exchange rate volatility, inflationary pressures, and the dynamics of both domestic and international monetary policies. Banking efficiency is a crucial factor in sustaining competitiveness and ensuring the stability of the financial system, especially when facing persistent external pressures. The main objective of this study is to analyze the impact of key macroeconomic variables exchange rate, inflation, the Bank Indonesia 7-Day Reverse Repo Rate (BI7DRR), and money supply on the efficiency of Indonesian commercial banks during the 2018–2024 period. Bank efficiency is measured using the Operating Expenses to Operating Income (OpEx) ratio, which reflects the bank’s ability to manage its operational costs effectively. The study employs the Error Correction Model (ECM) to capture both the short-term and long-term relationships between macroeconomic variables and banking efficiency. The results reveal that exchange rate fluctuations have a significant impact on bank efficiency in the short term, while inflation and money supply exert significant influence in the long term. Conversely, BI7DRR does not show a significant effect in either the short or long term. These findings suggest that banks’ responses to macroeconomic pressures are dynamic and gradual, requiring continuous strategic adjustments. This research contributes to the literature on banking economics in developing countries and provides practical recommendations for policymakers and banking industry stakeholders in formulating monetary policies and operational strategies that are adaptive to volatile economic conditions.
References
Achmadi, N. (2023). Analisis Pengaruh Inflasi, Suku Bunga, Nilai Tukar Terhadap Harga Saham Sektor Perbankan Di Bursa Efek Indonesia Tahun 2021-2022. (JRAMB) Jurnal Riset Akuntansi Mercu Buana, 9(2). https://doi.org/10.26486/jramb.v9i2.3560
Agustin, E. S. A. S., Irhamna, A. D., Rachbini, E. M., Abdulah, R., & Sumarto, A. H. (2022). Kajian Tengah Tahun INDEF 2022: Reformulasi kemandirian ekonomi di tengah dinamika global. INDEF.
Andriani, S. (2017). Uji Park Dan Uji Breusch Pagan Godfrey Dalam Pendeteksian Heteroskedastisitas Pada Analisis Regresi. Al-Jabar: Jurnal Pendidikan Matematika, 8(1), 63-72. https://doi.org/10.24042/ajpm.v8i1.1014
Ardana, Y. (2016). Pengaruh variabel makroekonomi terhadap indeks saham syariah di Indonesia: Model ECM. Esensi: Jurnal Bisnis dan Manajemen, 6(1), 17-30. https://doi.org/10.15408/ess.v6i1.3118
Arya, D., Rochmawati, L., & Sonhaji, I. (2020). Koefisien korelasi (r) dan koefisien determinasi (r2). Jurnal Penelitian, 5(4), 289-296. https://doi.org/10.46491/jp.v5i4.544
Ayu, N. A. K., Kamilatuzzahirah, S. A., Mawarni, R., Pitriyani, P. R., & Rizki, N. (2024). Analisis Penjabaran Transaksi Valuta Asing Pada PT Bank Central Asia Tbk Tahun 2022 Dan 2023. Jurnal Riset Mahasiswa Akuntansi, 4(4), 625-635. https://doi.org/10.29303/risma.v4i4.1541
Fadillah, R., Pratama, M. F., Aryani, Y., & Sakuntala, D. (2024). Indeks Stabilitas Sistem Institusi Keuangan Dalam Mendukung Pencapaian Sasaran Akhir Kebijakan Moneter di Indonesia. Jurnal Ekonomi Bisnis Manajemen Prima, 6(1). https://doi.org/10.34012/jebim.v6i1.5442
Hakim, L. (2024). UMKM penggerak roda perekonomian Nasional. Public Administration Journal (PAJ), 8(1), 1-8.
Hanania, L. (2015). Faktor Internal Dan Eksternal Yang Mempengaruhi Profitabilitas Perbankan Syariah Dalam Jangka Pendek Dan Jangka Panjang. Perbanas Review, 1(01).
Hidayat, A., Shodrokova, X., & Hakim, M. N. (2024). COVID-19 Pandemic: Impact on Net Interest Margin of Indonesian Banking Industry. Sriwijaya International Journal Of Dynamic Economics And Business, 23-44. https://doi.org/10.29259/sijdeb.v8i1.23-44
Hidayat, H., Ardi, Z., Yuliana, & Herawati, S. (2019). Exploration of the need analysis for technopreneurship scientific learning models in higher vocational education. International Journal of Economics and Business Research, 18(3), 356-368. https://doi.org/10.1504/IJEBR.2019.102733
Hutagaol, Y. R. T., Sinurat, R. P. P., & Shalahuddin, S. M. (2022). Strategi Penguatan Keuangan Negara Dalam Menghadapi Ancaman Resesi Global 2023 Melalui Green Economy. Jurnal Pajak Dan Keuangan Negara (PKN), 4(1S), 378-385. https://doi.org/10.31092/jpkn.v4i1S.1911
Kim, J. H., & Choi, I. (2017). Unit roots in economic and financial time series: A re-evaluation at the decision-based significance levels. Econometrics, 5(3), 41. https://doi.org/10.3390/econometrics5030041
Lutfiana, R. H., & Yulianto, A. (2015). Determinan tingkat efisiensi bank umum syaria di Indonesia (Pendekatan two stage DEA). Accounting Analysis Journal, 4(3). https://doi.org/10.15294/aaj.v4i3.8313
Palupi, A. D. A., & Azmi, F. (2019). Faktor-faktor yang mempengaruhi Non Performing Loan pada perbankan di Indonesia. Indicators: Journal of Economic and Business, 1(2), 119-130. https://doi.org/10.47729/indicators.v1i2.35
Putri, T. F. (2024). Pengaruh Inflasi Terhadap Pertumbuhan Ekonomi Di Indonesia Tahun 2022 Hingga 2024. Jurnal Intelek Insan Cendikia, 1(7), 2508-2518.
Rizky, F. T., & Utomo, Y. P. (2024). Study Of Determinants Of Indonesian Inflation 2001-2021. Jurnal Ekonomi, 13(02), 1065-1073.
Sia, P. C., Puah, C. H., Leong, C. M., Yii, K. J., & Tang, M. M. J. (2025). Does inflation or interest rate matter to Indonesian stock prices? An asymmetric approach. Journal of Economics and Development, 27(1), 72-86. https://doi.org/10.1108/JED-07-2024-0239
Sihombing, E. B., & Marbun, J. (2022). Pengaruh Loan To Deposit Ratio (LDR), Cadangan Kerugian Penurunan Nilai (CKPN) dan BI-7 Day Reverse Repo Rate (BI7DRR) Terhadap Profitabilitas PT Bank Tabungan Negara Periode 2016-2022. Ekonomi & Bisnis, 21(2). https://doi.org/10.32722/eb.v21i2.5219
Sonambela, A. M., Kumaat, R. J., & Mandeij, D. (2023). Analisis Kointegrasi Dan Kausalitas Antara Aliran Modal Bersih Dan Nilai Tukar Rupiah/US$. Jurnal Berkala Ilmiah Efisiensi, 23(5), 121-132.
Susilo, B. (2025). Implikasi Faktor Makroekonomi terhadap Kinerja Keuangan Bank BUMN di Indonesia dalam Satu Dekade. Transekonomika: Akuntansi, Bisnis Dan Keuangan, 5(2), 747-766. https://doi.org/10.55047/transekonomika.v5i2.917
Winarto, F. H., & Beik, I. S. (2024). The effect of Sharia monetary policy instruments and Islamic bank financing on economic growth and inflation. Jurnal Ekonomi & Keuangan Islam, 72-89. https://doi.org/10.20885/JEKI.vol10.iss1.art6
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Copyright (c) 2025 Muchammad Shubchi Fadhilah Ramadhan, Ajeng Febrianti, Piana Dianawati, Navik Istikomah, Agung Setiawan
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