An empirical analysis of the effects of macroeconomic variables on exchange rate: A time series analysis using ECM

Authors

  • Rudi Gunawan Universitas Ahmad Dahlan
  • Uswatun Khasanah Universitas Ahmad Dahlan
  • Amani Shayo School of Economics and Finance, Xi’an Jiaotong University

DOI:

https://doi.org/10.12928/optimum.v15i2.13327

Keywords:

Exchange rate, Domestic interest rate, Inflation

Abstract

There are increasing on debate about how the macroeconomic variables causes exchange rate. There are evidence that macroeconomic variables has a little evidence on exchange rate volatility and vice versa.  This study aims to analyze the impact of macroeconomic variables, namely exports, imports, inflation, money supply, and interest rates, on the Rupiah exchange rate using the Error Correction Model approach. Using monthly data from 2010 to 2023 obtained from the Central Bureau of Statistics and Bank Indonesia. The finding shows in the long run, exports have a negative effect on the exchange rate, while money supply and interest rates have a positive effect and indicates that an increase in these variables will strengthen the exchange rate. In the long run, imports and inflation do not show a significant effect in the long run. In the short run, only money supply and interest rates significantly affect the exchange rate, while exports, imports, and inflation do not. This study highlights the importance of understanding these macroeconomic dynamics for more effective economic policy making in Indonesia.  The dominant role of monetary policy over trade and price variables in stabilizing the exchange rate. Policymakers should focus on managing money supply and interest rates while promoting exports to maintain Rupiah stability amid global uncertainty.

Author Biography

Uswatun Khasanah, Universitas Ahmad Dahlan

References

Ahmed, H. F. T., & Mazlan, N. S. (2021). The impact of interest rate on exchange rate within ASEAN countries: Evidence from linier and nonliniear ARDL frameworks. Global Journal of Emerging Market Economies, 13(1). https://doi.org/10.1177/0974910120974798

Bank Indonesia. (2019). Laporan Bank Indonesia 2019.

Boubaker, H., & Mouna, B. S. Z. (2024). Transmission of inflation and exchange rate effects: The Markov Switching Vector Autoregressive methodology. Journal of Risk and Financial Management, 17(6). https://doi.org/10.3390/jrfm17060221

Buncic, D., & Müller, O. (2017). Measuring the output gap in Switzerland with linear opinion pools. Economic Modelling, 64, 153-171. https://doi.org/10.1016/j.econmod.2017.03.007

Carissa, N., & Khoirudin, R. (2020). The factors affecting the rupiah exchange rate in Indonesia. Jurnal Ekonomi Pembangunan, 18(1), 37-46. https://doi.org/10.29259/jep.v18i1.9826

Dornbusch, R. (1976). Expectations and exchange rate dynamics. Journal of Political Economy, 84(6), 1161-1176. https://doi.org/10.1086/260506

Engle, R. F., & Granger, C. W. J. (1987). Co-integration and error correction: Representation, estimation and testing. Econometrica, 55(2), 251-276. https://doi.org/10.2307/1913236

Felinda, H. (2020). Analisis Pengaruh tingkat inflasi, jumlah uang beredar, dan cadangan devisa terhadap kurs rupiah terhadap dollar Amerika Serikat periode 2016-2018. In Institut Bisnis Dan Informatika Kwik Kian Gie.

Flood, R. P., & Rose, A. K. (1995). Fixing exchange rates: A virtual quest for fundamentals. Journal of Monetary Economics, 36, 3-37. https://doi.org/10.1016/0304-3932(95)01210-4

Fordatkosu, S., Joan Kumaat, R., & Mandeij, D. (2021). analisis pengaruh ekspor impor dan jumlah uang beredar (M2) di Indonesia terhadap nilai tukar rupiah / US$ dollar (2000-2019). Jurnal Berkala Ilmiah Efisiensi, 21(6), 112-113.

Grubacic, S. (2000). Real exchange rate determination in eastern Europe. Atlantic Economic Journal, 28, 346-363. https://doi.org/10.1007/BF02298326

Hoffmann, M., & MacDonald, R. (2009). Real exchange rates and real interest rate differentials: A present value interpretation. European Economic Review, 53(8), 952-970. https://doi.org/10.1016/j.euroecorev.2009.04.013

Kano, T. (2024). Trend inflation and exchange rate dynamics: A new Keynesian approach. Journal of International Money and Finance, 146. https://doi.org/10.1016/j.jimonfin.2024.103128

Krugman, P., Obstfeld, M., & Melitz, M. . (2018). International Economics: Theory and Policy (11th ed.). Pearson.

Kurniawan, M. L. A., & A'yun, I. Q. (2022). Dynamic analysis on export, FDI and growth in Indonesia: An Autoregressive Distributed Lag (ARDL) model. Journal of Economics, Business, & Accountancy Ventura, 24(3), 350-362. https://doi.org/10.14414/jebav.v24i3.2717

Mankiw, N. G. (2008). Principles of Economics (5th ed.). Cengage Learning.

Melati, I., & Kurniawan, M. L. A. (2023). Money demand analysis through business cycle in Indonesia. Ekuilibrium: Jurnal Ilmiah Bidang Ilmu Ekonomi, 18(2), 203-212. https://doi.org/10.24269/ekuilibrium.v18i2.2023.pp203-212

Mishkin, F. S. (2015). The Economics of Money, Banking, and Financial Markets (11th ed.). Pearson.

Morana, C. (2009). On the macroeconomic causes of exchange rate volatility. International Journal of Forecasting, 25, 328-350. https://doi.org/10.1016/j.ijforecast.2009.01.013

Musa, A. A., & Sanusi, A. R. (2020). Effect of interest rate on exchange rate management in Nigeria. Nigerian Journal of Economic and Social Studies, 62(3), 295-314.

Muzzaky, A. (2015). Pengaruh inflasi, tingkat suku bunga sbi, pendapatan per kapita, dan ekspor terhadap nilai tukar rupiah dan pertumbuhan ekonomi: studi pada Bank Indonesia periode tahun 2002-2013. Jurnal Administrasi Bisnis, 23(1), 1-9.

Nasir, M. S., Wibowo, A. R., & Yansyah, D. (2021). The determinants of economic growth: empirical study of 10 Asia-Pacific countries. Signifikan: Jurnal Ilmu Ekonomi, 10(1), 149-160. https://doi.org/10.15408/sjie.v10i1.18752

Nugroho, A., & Nasrudin, N. (2022). Study of exchange rate volatility and its effect on Indonesian economic indicators with potential exchange rate crisis. Proceedings of The International Conference on Data Science and Official Statistics, 2021(1), 436-447. https://doi.org/10.34123/icdsos.v2021i1.108

Nuhu, P., & Bukari, D. (2021). An analysis of export, import and exchange rate oscillation in Ghana. International Journal of Economic Policy Studies, 15(2), 301-327. https://doi.org/10.1007/s42495-021-00060-7

Odusanya, I. A., Adesoye, A. B., & Gbadamosi, A. I. (2018). Exchange rate fluctuations and Nigeria's capital account. Jurnal Ekonomi & Studi Pembangunan, 19(1), 35-40. https://doi.org/10.18196/jesp.19.1.4297

Oktarina, K., Ghafur Wibowo, M., Wau, T., & Umam, K. (2009). The Effect of the total value of exports, imports and economic growth on exchange rate with state governance as a variable moderating in Southeast. Jurnal Ekonomi Dan Pembangunan, 12(1), 87-106. https://doi.org/10.12928/optimum.v12i1.5736

Parkin, M. (2008). Microeconomics. Pearson Addison Wesley.

Salim, T., & Soelistyo, A. (2024). Analysis of exchange rates in the economic uncertainty era. Optimum: Jurnal Ekonomi Dan Pembangunan, 14(1), 82-94. https://doi.org/10.12928/optimum.v14i1.9750

Salvatore, D. (2013). International Economics (11th ed.). Wiley.

Sarpong, M., Abubakari, M., & Nketiah-Amponsah, E. (2021). Relationship between exchange rate volatility and interest rates evidence from Ghana. Cogent Economics & Finance, 9(1). https://doi.org/10.1080/23322039.2021.1893258

Sayifullah, S., & Arifin, S. (2024). Relative risk of COVID-19 pandemic and regional inflation convergence in Indonesia: Spatial panel data approach. Optimum: Jurnal Ekonomi Dan Pembangunan, 14(1), 20-31. https://doi.org/10.12928/optimum.v14i1.8935

Sitorus, F. (2018). Pengaruh perdagangan internasional terhadap nilai tukar rupiah. Quantitative Economucs Journal, 7(3), 156-173. https://doi.org/10.24114/qej.v7i3.17559

Suryavanshi, S. (2022). Exchange rate pass-through in India. Economic and Political Weekly, 57(49), 51-62.

Wahab, A. A., & Adelowotan, M. O. (2025). Impact of money supply and exchange rate on economic growth in Nigeria. Springer Proceedings in Business and Economics, 183-201. https://doi.org/10.1007/978-3-031-84885-8_9

Widarjono, A. (2013). Ekonometrika: Pengantar dan Aplikasinya. Ekonosia.

Wijaya, E. (2020). Analisis faktor-faktor yang mempengaruhi nilai tukar rupiah periode 1999Q1-2019Q2. Jurnal Samudra Ekonomi Dan Bisnis, 11(2), 197-209. https://doi.org/10.33059/jseb.v11i2.1919

Wilya, S. R., Putro, T. ., & Mayes, A. (2015). Pengaruh produk domestik bruto, inflasi dan capital account terhadap nilai tukar rupiah atas dollar Amerika Serikat periode tahun 2001-2014. Jurnal Online Mahasiswa Fakultas Ekonomi Universitas Riau, 2(1), 1-10

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Published

2025-09-30

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