Decades of rupiah fluctuations: What are the contributing factors? (Markov switching regression approach)
DOI:
https://doi.org/10.24914/jeb.v29i1.19438Keywords:
Exchange rate fluctuation, markov switching regression, economic regime, internal factors, external factorsAbstract
The Rupiah exchange rate is a key macroeconomic indicator that reflects a country’s economic stability and is influenced by various internal and external factors. This study aims to analyze the effects of inflation, domestic interest rates, and the money supply as internal factors, as well as foreign direct investment (FDI), the Federal Funds Rate, and global oil prices as external factors on the Rupiah exchange rate against the United States dollar. This research employs a quantitative approach using secondary data. The analytical method employed is Markov Switching Regression (MSR), which is used to identify differences in exchange rate behavior under two distinct economic conditions: a stable regime and a crisis regime. The results indicate that in the stable regime, inflation and the money supply have a significant effect on depreciating the Rupiah, while domestic interest rates significantly contribute to Rupiah appreciation. In the crisis regime, only the money supply shows a substantial impact on alleviating exchange rate pressure. Meanwhile, the Federal Funds Rate and global oil prices consistently have a significant depreciating effect on the Rupiah across both regimes, whereas FDI does not exhibit a significant impact.
Downloads
References
Abid, I. (2025). Rising rates, rising risks? Unpacking the U.S. stock market response to inflation and fed hikes (2015–2025). FinTech, 4(4), 57. https://doi.org/10.3390/fintech4040057
Adewuyi, A., Ogebe, J. O., & Oshota, S. (2021). The role of exchange rate and relative import price on sawnwood import demand in Africa: Evidence from modified heterogeneous panel data methods. The Journal of Economic Asymmetries, 24, e00231. https://doi.org/10.1016/J.JECA.2021.E00231
Akbar, M. (2021). Effects of inflation uncertainty and exchange rate volatility on money demand in Pakistan : Bayesian econometric analysis. International Journal of Finance and Economics, 28(2), 1470–1487. https://doi.org/10.1002/ijfe.2488
Ali, T. M., Mahmood, uhammad T., & Bashir, T. (2025). Impact of interest rate, inflation and money supply on exchange rate volatility in Pakistan. World Applied Sciences Journal, 33(4), 620–630. https://doi.org/10.5829/idosi.wasj.2015.33.04.82
Almaw, S. (2020). Determinants of exchange rate in Ethiopia : A graphical approach. International Affairs and Global Strategy, 84, 1–7. https://doi.org/10.7176/IAGS/68-01
Asiamah, M. (2025). Determinants of exchange rate volatility in Ghana: GARCH and VAR analyses. Hungarian Statistical Review, 8(2), 32–62. https://doi.org/10.35618/HSR2025.02.en032
Avetisyan, A. G. (2020). Country attractiveness : Analysis of the main factors. Finance: Theory and Practice, 24(4), 58–74. https://doi.org/10.26794/2587-5671-2020-24-4-58-74
Baek, J. (2025). Does the source of oil shocks matter to exchange rate dynamics? Insights from Indonesia’s dual role as an oil exporter. Emerging Markets Review, 67, 101312. https://doi.org/10.1016/j.ememar.2025.101312
Beckmann, J., Czudaj, R. L., & Arora, V. (2020). The relationship between oil prices and exchange rates: Revisiting theory and evidence. Energy Economics, 88, 1–38. https://doi.org/10.1016/j.eneco.2020.104772
Butt, S., Ramzan, M., Wong, W., Ali, M., & Hassan, A. (2024). Unravelling the nexus between energy prices and exchange rate in Malaysia: Fresh insights from a non-linear perspective using threshold cointegration analysis. Heliyon, 10(5), e26512. https://doi.org/10.1016/j.heliyon.2024.e26512
Damanik, D., & Saragih, M. (2023). Korupsi, inflasi, dan pertumbuhan ekonomi di ASEAN. EKUILNOMI : Jurnal Ekonomi Pembangunan, 5(1), 71–81. https://doi.org/10.36985/ekuilnomi.v5i1.494
Eniayewu, P. E., Samuel, G. T., Joshua, J. D., Samuel, B. T., Dogo, B. S., Yusuf, U., Ihekuna, R. O., & Mevweroso, C. R. (2024). Forecasting exchange rate volatility with monetary fundamentals : A GARCH-MIDAS approach. Scientific African, 23(December 2023), e02101. https://doi.org/10.1016/j.sciaf.2024.e02101
Fatmawati, M., & Sugiharti, R. R. (2021). Dinamika nilai tukar rupiah terhadap US dollar: Metode monetary approach. Jurnal Ekonomi-Qu, 11(2), 265. https://doi.org/10.35448/jequ.v11i2.13227
Frenkel, J. A., & Razin, A. (1987). The mundell-fleming model a quarter century later: A unified exposition. Staff Papers (International Monetary Fund), 34(4), 567–620. https://doi.org/https://doi.org/10.2307/3867191
Frisca, A., & Sitorus, N. H. (2019). Pengaruh current account dan capital inflow terhadap real exchange rate di Indonesia. Prosiding Seminar Nasional Ilmu Sosial Dan Teknologi, 43–48.
Funashima, Y. (2020). Money stock versus monetary base in time–frequency exchange rate determination. Journal of International Money and Finance, 104(17), 102150. https://doi.org/10.1016/j.jimonfin.2020.102150
Ghauri, S. P., Qadir, H., Ahmed, R. R., Streimikiene, D., & Streimikis, J. (2022). The exports performance of Pakistan: Evidence from the ARDL cointegration analysis. Romanian Journal of Economic Forecasting, 4, 150–168.
Goldfeld, S. M., & Quandt, R. E. (1973). A Markov model for switching regressions. Journal of Econometrics, 1(1), 3–15. https://doi.org/10.1016/0304-4076(73)90002-X
Gong, Y., Ma, C., & Chen, Q. (2022). Exchange rate dependence and economic fundamentals : A Copula-MIDAS approach. Journal of International Money and Finance, 123, 102597. https://doi.org/10.1016/j.jimonfin.2021.102597
Hakim, Y. R., & Aji, T. S. (2025). Factors affecting the exchange rate of the Indonesian rupiah against the United States dollar: January 2013-December 2023. Formosa Journal of Multidisciplinary Research, 4(5), 2043–2062. https://doi.org/10.55927/fjmr.v4i5.175
Hamilton, J. D. (1993). 9 Estimation, inference and forecasting of time series subject to changes in regime. Handbook of Statistics, 11, 231–260. https://doi.org/10.1016/S0169-7161(05)80044-6
Hamilton, J. D. (1994). Stationary ARMA processes. In Time Series Analysis (pp. 43–71). Princeton University Press. https://doi.org/https://doi.org/10.2307/j.ctv14jx6sm
Hayat, M. U., & Jabbar, A. (2022). Impact of foreign exchange reserve on exchange rate in selected South Asian Economies. Pakistan Journal of Economic Studies, 5(2), 353–376. https://doi.org/http://dx.doi.org/10.2139/ssrn.5400055
Herawati, M. (2021). Analisis perubahan nilai tukar rupiah akibat peningkatan inflasi, tingkat suku bunga SBI dan pertumbuhan ekonomi (Studi pada Bank Indonesia periode 2008-2017). Jurnal Ekonomi, 23(1), 20–30. https://doi.org/https://doi.org/10.37721/je.v23i1.759
Huruta, A. D. (2018). The causality of BI rate and federal fund rate. Jurnal Keuangan Dan Perbankan, 22(3), 532–541. https://doi.org/10.26905/jkdp.v22i3.1972
Jiang, Y., Feng, Q., Mo, B., & Nie, H. (2020). Visiting the effects of oil price shocks on exchange rates: Quantile-on-quantile and causality-in-quantiles approaches. North American Journal of Economics and Finance, 52(July 2019), 101161. https://doi.org/10.1016/j.najef.2020.101161
Korley, M., & Giouvris, E. (2022). The impact of oil price and Oil Volatility Index (OVX) on the exchange rate in Sub-Saharan Africa: Evidence from oil importing/exporting countries. Economies, 10(11), 272. https://doi.org/doi.org/10.3390/economies10110272
Lim, S. (2025). Modelling Cambodia’s foreign exchange rate dynamics: A markov-switching autoregressive model. International Journal of Economics and Financial Issues, 15(1), 330–336.
Listika, N., & Asngari, I. (2018). Pengaruh inflasi dan capital inflow terhadap nilai tukar: Studi kasus Indonesia-Malaysia. Jurnal Ekonomi Pembangunan, 16(1), 19–26. https://doi.org/10.29259/jep.v16i1.8874
Makore, I., & Chikutuma, C. N. (2025). Exchange rate volatility and its impact on international trade: Evidence from Zimbabwe. Journal of Risk and Financial Management, 18(7), 1–16. https://doi.org/10.3390/jrfm18070376
Marius, A. A., Căpraru, B., Ihnatov, I., & Tiwari, A. K. (2017). The relationship between exchange rates and interest rates in a small open emerging economy: The case of Romania. Economic Modelling, 67, 26–50. https://doi.org/10.1007/978-3-642-46929-9_2
Meylani, B. C., & Prasetyo, P. E. (2023). The impact of international crude oil prices on the monetary sector in Indonesia. International Journal of Sustainable Development and Planning, 18(6), 1707–1714. https://doi.org/https://doi.org/10.18280/ijsdp.180606
Miyanti, G. A. D. A., & Wiagustin, L. P. (2018). Pengaruh suku bunga The Fed, harga minyak dan inflasi terhadap indeks harga saham gabungan (IHSG) di Bursa Efek Indonesia. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, 5, 1261–1288. https://doi.org/10.24843/EEB.2018.v07.i05.p02
Narayan, S. W., Falianty, T., & Tobing, L. (2019). the influence of oil prices on Indonesia’s exchange rate. Bulletin of Monetary Economics and Banking, 21(3), 303–322. https://doi.org/https://doi.org/10.21098/bemp.v21i3.1007
Nguyen, T. T., Nasir, M. A., & Vo, X. V. (2024). Exchange rate dynamics of emerging and developing economies : Not all capital flows are alike. International Journal OfFinance & Economics, 29(1), 1115–1124. https://doi.org/10.1002/ijfe.2724
Njoku, C. O., Ugwu, K. E., Nwaimo, C. E., Nwadike, E. C., Eke, C. K., Ikeogu, C. C., Omeire, E. U., Otuonye, A. I., Echeme, I. I., & Eriwa, B. O. (2025). Exchange rate volatility: Effect on foreign direct investment inflows in Nigeria. International Journal of Accounting and Economics Studies, 12(5), 573–582. https://doi.org/10.14419/7v3g3q68
Ooi, T. K., & Lau, W. Y. (2021). Impact of market expectations on the U.S. interest rate lift-off in ASEAN-5 financial system. Asia-Pacific Financial Markets, 28(2), 243–271. https://doi.org/10.1007/s10690-020-09314-4
Pratiwik, E., & Prajanti, S. D. W. (2023). Rupiah exchange rate: The determinants and impact of shocks on the economy. Jurnal Ekonomi & Studi Pembangunan, 24(1), 100–126. https://doi.org/10.18196/jesp.v24i1.18016
Qorina, N. A., & Sekaringsih, R. B. (2025). Analisis pengaruh harga minyak dunia, suku bunga dan nilai tukar terhadap inflasi di Indonesia periode 2018-2024. Sunan Kalijaga Islamic Economics Journal, 4(1), 1–21. https://doi.org/10.14421/skiej.2025.4.1.2621
Quandt, R. E. (1972). A new approach to estimating switching regressions. Journal of the American Statistical Association, 67(338), 306–310. https://doi.org/10.1080/01621459.1972.10482378
Ramadhani, F. S., Rahim, A., Astuty, S., Hastuti, D. R. D., & Irwandi. (2025). Analysis of factors affecting exchange rate fluctuations in Indonesia. International Journal of Economics and Management Sciences, 2(1), 423–432. https://doi.org/https://doi.org/10.61132/ijems.v2i1.605
Ramlan, H. (2025). Analysis the impact of economic growth, the inflation rate and money supply (M2) on exchange rate. International Journal of Business and Technology Management, 7(11), 142–145. https://doi.org/10.55057/ijbtm.2025.7.11.12
Saidi, L. O., Aedy, H., Saranani, F., Rosnawintang, Adam, P., & Sani, L. O. A. (2020). Crude oil price and exchange rate: An analysis of the asymmetric effect and volatility using the non linear autoregressive distributed lag and general autoregressive conditional heterochedasticity in mean models. International Journal of Energy Economics and Policy Provided, 10(1), 104–108. https://doi.org/10.32479/ijeep.8362
Saputra, M. F. H., & Suhut, H. W. H. (2025). Factors affecting rupiah exchange rate on US dollar. Journal of Sustainable Economics, 3(1), 63–70. https://doi.org/10.32734/jse.v3i1.21055
Sukma, N., Andrianus, F., & Kamarni, N. (2025). Analisis dampak guncangan eksternal world oil price dan federal fund rate terhadap variabel makroekonomi Indonesia. Jurnal Informatika Ekonomi Bisnis, 7(2), 417–422. https://doi.org/10.37034/infeb.v7i1.1198
Syarifuddin, F. (2022). The dynamics of foreign direct investment and exchange rates: An interconnection approach in ASEAN The dynamics of foreign direct investment and exchange rates : An interconnection approach in. Cogent Economics & Finance, 10(1), 1–20. https://doi.org/10.1080/23322039.2022.2058156
Ullah, S., & Nobanee, H. (2025). Decoding exchange rate in emerging economy: Financial and energy dynamics. Heliyon, 11(2), e41995. https://doi.org/10.1016/j.heliyon.2025.e41995
Ulm, M., & Hambuckers, J. (2022). Do interest rate differentials drive the volatility of exchange rates? Evidence from an extended stochastic volatility model. Journal of Empirical Finance, 65, 125–148. https://doi.org/10.1016/j.jempfin.2021.12.004
Velaj, E., & Nexhipi, O. (2022). The exchange rate and the factors affecting it- The case of Albania. Review of Economics and Finance, May 2011, 769–775. https://doi.org/10.55365/1923.x2022.20.86
Widiyono, Y., Kaluge, D., & Wicesa, N. A. (2021). The dynamics of exchange rate, inflation, and trade balance in Indonesia. Jurnal Ekonomi Kuantitatif Terapan, 14(2), 273. https://doi.org/10.24843/jekt.2021.v14.i02.p03
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
Yang, H., Syarifuddin, F., Chang, C., & Wang, H. (2022). The impact of exchange rate futures fluctuations on macroeconomy: Evidence from ten trading market. Emerging Markets Finance and Trade, 58(8), 2300–2313. https://doi.org/10.1080/1540496X.2021.1976636
Yudaruddin, R. (2017). The global economic crisis and its impact on Bank lending in Indonesia. Jurnal Keuangan Dan Perbankan, 21(4), 621–629. https://doi.org/10.26905/jkdp.v21i4.1513
Yulistianingsih, I., & Badar, A. (2023). Pengaruh penggunaan uang elektronik (E-Money) terhadap jumlah uang beredar di Indonesia. Jurnal Ekonomi Dan Keuangan Syariah, 2(3), 630–642.
Yung, J. (2021). Can interest rate factors explain exchange rate fluctuations? Journal of Empirical Finance, 61, 34–56. https://doi.org/10.1016/j.jempfin.2021.01.005
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Jurnal Ekonomi dan Bisnis

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Jurnal Ekonomi dan Bisnis is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License














