Interest Rates, Exchange Rates, Inflation, and Banking Stock Index Dynamics in Indonesia: Evidence from an Autoregressive Time-Series Model

Author's Information:

Ferry Ardiansyah

Perbanas Institute, Jakarta, Indonesia

Evy Anggrasari

Perbanas Institute, Jakarta, Indonesia

Muhammad Iqbal

Perbanas Institute, Jakarta, Indonesia

Vol 03 No 04 (2026):Volume 03 Issue 04 April 2026

Page No.: 187-194

Abstract:

This study examines the effects of interest rates, exchange rates, and inflation on Indonesia’s banking stock index using monthly time-series data from January 2020 to December 2024. The analysis employs a multiple regression model augmented with an AR (1) term to address autocorrelation and capture dynamic persistence in stock index movements. The empirical results show that interest rates exert a positive and statistically significant effect on the banking stock index, suggesting that higher policy rates may improve investor expectations of banking profitability through wider net interest margins. In contrast, exchange rates and inflation do not have statistically significant effects during the observation period, indicating that the Indonesian banking sector is relatively resilient to short-run fluctuations in external prices and domestic inflation. The AR (1) coefficient is positive and significant, confirming that the current banking stock index is partly explained by its own past value and revealing a momentum pattern in banking stock movements. These findings imply that banking stock performance in Indonesia is shaped not only by macroeconomic fundamentals, but also by time-dependent market dynamics. This study contributes to the literature by showing the sector-specific transmission of monetary variables to banking stocks and by demonstrating the usefulness of an autoregressive specification for improving model reliability and interpretation in emerging capital market studies.

KeyWords:

interest rates, exchange rates, inflation, banking stock index, autoregressive model

References:

  1. Arin, K. P., Kaplan, S., Polyzos, E., & Spagnolo, N. (2025). Stock market responses to monetary policy shocks: Firm-level evidence. Journal of Macroeconomics, 83, 103646. https://doi.org/10.1016/j.jmacro.2024.103646
  2. Bank Indonesia. (2025a). JISDOR, non-USD/IDR reference rate, and transaction rates. Retrieved March 25, 2026, from https://www.bi.go.id/en/fungsi-utama/moneter/informasi-kurs/default.aspx
  3. Bank Indonesia. (2025b). BI-Rate. Retrieved March 25, 2026, from https://www.bi.go.id/en/fungsi-utama/moneter/bi-rate/default.aspx
  4. BPS-Statistics Indonesia. (2025). Consumer Price Index of 90 city (general). Retrieved March 25, 2026, from https://www.bps.go.id/en/statistics-table/2/MTcwOSMy/consumer-price-index-of-90-city--general-.html
  5. Chiang, T. C., & Chen, P.-Y. (2023). Inflation risk and stock returns: Evidence from US aggregate and sectoral markets. The North American Journal of Economics and Finance, 68, 101986. https://doi.org/10.1016/j.najef.2023.101986
  6. Çiçek, S., & Yıldırım, A. (2024). The impact of domestic and global factors on individual public, domestic and foreign bank performances in Türkiye. Central Bank Review, 24(1), 100139. https://doi.org/10.1016/j.cbrev.2023.100139
  7. Humpe, A., McMillan, D. G., & Schöttl, A. (2025). Macroeconomic determinants of the stock market: A comparative study of Anglosphere and BRICS. Finance Research Letters, 75, 106869. https://doi.org/10.1016/j.frl.2025.106869
  8. Indonesia Stock Exchange. (2025). Index. Retrieved March 25, 2026, from https://www.idx.co.id/en/products/index/
  9. Joseph, A., Geetha, E., & Kishore, L. (2025). Impact of macroeconomic factors on bank stock returns: Empirical evidence from India. Investment Management and Financial Innovations, 22(1), 416–428. https://doi.org/10.21511/imfi.22(1).2025.31
  10. Joseph, A., Geetha, E., Radhakrishnan, R., & Jain, R. (2024). Macro-financial nexus: A systematic review on the impact of macroeconomic factors on bank stock returns. Cogent Economics & Finance, 12(1), 2354101. https://doi.org/10.1080/23322039.2024.2354101
  11. Juhro, S. M., Iyke, B. N., & Narayan, P. K. (2021). Interdependence between monetary policy and asset prices in ASEAN-5 countries. Journal of International Financial Markets, Institutions and Money, 75, 101422. https://doi.org/10.1016/j.intfin.2021.101422
  12. Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. https://doi.org/10.2307/2336182
  13. Purnamasari, M. I., Azizi, E., & Adiwinata, D. (2025). The effect of inflation, exchange rates, and interest rates on the Jakarta Composite Index in the Indonesia Stock Exchange during the period of 2017–2022. International Journal of Management Research and Economics, 3(1), 503–525. https://doi.org/10.54066/ijmre-itb.v3i1.2970
  14. Rosa, C. (2025). The impact of monetary policy on stock prices: Gaining momentum or losing steam? Financial Markets and Portfolio Management. https://doi.org/10.1007/s11408-025-00490-9
  15. Schrank, J. (2024). The impact of a crisis on monetary policy’s influence on financial markets: Evidence from the COVID-19 pandemic. Cogent Economics & Finance, 12(1), 2322874. https://doi.org/10.1080/23322039.2024.2322874
  16. Segev, N., Ribon, S., Kahn, M., & de Haan, J. (2024). Low interest rates and banks’ interest margins: Does deposit market concentration matter? Journal of Financial Services Research, 65(2), 189–218. https://doi.org/10.1007/s10693-022-00393-0
  17. Shrestha, M. B., & Bhatta, G. R. (2018). Selecting appropriate methodological framework for time series data analysis. The Journal of Finance and Data Science, 4(2), 71–89. https://doi.org/10.1016/j.jfds.2017.11.001
  18. 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
  19. Suriani, S., Correia, A. B., Nasir, M., Rita, J. X., Saputra, J., & Mata, M. N. (2024). Exploring the nexus between sectoral stock market fluctuations and macroeconomics changes before and during the COVID-19 pandemic. Cogent Business & Management, 11(1), 2336681. https://doi.org/10.1080/23311975.2024.2336681
  20. Wooldridge, J. M. (2025). Introductory econometrics: A modern approach (8th ed.). Cengage. https://www.cengage.com/c/introductory-econometrics-a-modern-approach-8e-wooldridge/9780357900161