SIMULTANEOUS ANALYSIS OF INFLATION AND MONEY SUPPLY IN INDONESIA
DOI:
https://doi.org/10.23969/trikonomika.v25i1.42100Keywords:
inflation, money supply, interest rate, fuel prices, government expenditureAbstract
This study investigates the structural relationship between inflation and money supply in Indonesia using a simultaneous equations framework. Specifically, it examines how money supply, interest rates, fuel prices, and government expenditure affect inflation, and how inflation, interest rates, exchange rates, and household consumption affect money supply. Using annual data (1993–2024), a two-stage least squares (2SLS) model was applied. Results show inflation is jointly influenced by all tested variables, though only money supply and interest rates exert significant partial effects. Similarly, money supply is simultaneously affected by its four variables, but only inflation remains partially significant. These findings confirm a bidirectional relationship between inflation and money supply, supporting that monetary expansion drives inflationary pressures. The study highlights the value of simultaneous equation modeling for understanding macroeconomic interdependence and guiding reliable policy formulation.
Downloads
References
Abdelwahab, S. I., Taha, M. M. E., Moni, S. S., & Alsayegh, A. A. (2023). Bibliometric mapping of solid lipid nanoparticles research (2012–2022) using VOSviewer. Medicine in Novel Technology and Devices, 17(October 2022), 100217. https://doi.org/10.1016/j.medntd.2023.100217
Awang, M. Y. (2023). Research Trends in E-tourism : A Bibliometric Analysis Using VOSviewer. Integration; Journal of Social Sciences and Culture, 47–56.
Bajrami, R., Tafa, S., Gashi, A., & Hashani, M. (2025). Analysing the impact of money supply on economic growth: A panel regression approach for Western Balkan countries (2000–2023). Regional Science Policy and Practice, 17(2), 100159. https://doi.org/10.1016/j.rspp.2024.100159
Bilgin, N. M. (2025). Inflation Diffusion Through Supply Chains. International Economics, 184(August), 100627. https://doi.org/10.1016/j.inteco.2025.100627
Bordo, M. D. (2026). The Future of Monetarism After Milton Friedman. NBER Working Paper Series. www.nber.org/papers/w34765
Brobbey, E., Boateng, E., Boadu, B. N., Asafo-Adjei, E., Appiah, M. O., & Adam, A. M. (2025). Exploring the dynamic partial influence of global risks on the nexus amid inflation and economic growth of emerging European countries. Research in Globalization, 11(December 2024), 100290. https://doi.org/10.1016/j.resglo.2025.100290
Carballo, P. (2025). Latin American Journal of Central Banking Exploring monetary policy with imperfect credibility : The case of. Latin American Journal of Central Banking, August 2024, 100164. https://doi.org/10.1016/j.latcb.2025.100164
Chen, Y., Palma, N., & Ward, F. (2021). Reconstruction of the Spanish money supply, 1492–1810. Explorations in Economic History, 81(April), 101401. https://doi.org/10.1016/j.eeh.2021.101401
Chen, Z., & Valcarcel, V. J. (2025). Modeling inflation expectations in forward-looking interest rate and money growth rules. Journal of Economic Dynamics and Control, 170(October 2024), 104999. https://doi.org/10.1016/j.jedc.2024.104999
Coleman, W., & Nautz, D. (2025). Asymmetric inflation target credibility. Journal of International Money and Finance, 157(June), 103382. https://doi.org/10.1016/j.jimonfin.2025.103382
Deste, M., Yıldırım, T., & Yurttaş, A. (2024). Green Technologies and Sustainability Analysis of the studies made in the field of green supply chain management by bibliometric method. Green Technologies and Sustainability, 2(1), 100062. https://doi.org/10.1016/j.grets.2023.100062
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Marc, W. (2021). How to conduct a bibliometric analysis : An overview and guidelines. Journal of Business Research, 133(May), 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070
Dubey, A., & Mishra, A. (2023). Anticipation of central banks’ adoption of inflation targeting and its effect on inflation. Central Bank Review, 23(2). https://doi.org/10.1016/j.cbrev.2023.100118
Fibriyani, V., Chamidah, N., & Saifudin, T. (2024). Estimating time series semiparametric regression model using local polynomial estimator for predicting inflation rate in Indonesia. Journal of King Saud University - Science, 36(11), 103549. https://doi.org/10.1016/j.jksus.2024.103549
Gargiulo, V., Matthes, C., & Petrova, K. (2025). Monetary policy across inflation regimes. European Economic Review, 178(September 2023), 105109. https://doi.org/10.1016/j.euroecorev.2025.105109
Gobbi, L., Mazzocchi, R., & Tamborini, R. (2025). Inflation shocks and the New Keynesian model: When should central banks fear inflation expectations? North American Journal of Economics and Finance, 80(July), 102508. https://doi.org/10.1016/j.najef.2025.102508
Granger, C. W. J. (1988). Concept of Causality. Journal of Econometrics, 39, 199–211.
Hajdúchová, I., Sedliačiková, M., & Viszlai, I. (2015). Value-added Tax Impact on the State Budget Expenditures and Incomes. Procedia Economics and Finance, 34(15), 676–681. https://doi.org/10.1016/s2212-5671(15)01685-8
Hayo, B., & Méon, P. G. (2024). Preaching to the agnostic: Inflation reporting can increase trust in the central bank but only among people with weak priors. Journal of International Money and Finance, 142(February). https://doi.org/10.1016/j.jimonfin.2024.103037
Hirota, S. (2023). Money supply, opinion dispersion, and stock prices. Journal of Economic Behavior and Organization, 212(June 2020), 1286–1310. https://doi.org/10.1016/j.jebo.2023.06.014
Hossain, A. A. (2010). Monetary targeting for price stability in Bangladesh: How stable is its money demand function and the linkage between money supply growth and inflation? Journal of Asian Economics, 21(6), 564–578. https://doi.org/10.1016/j.asieco.2010.07.003
Inogamov, S., & Leon-gonzalez, R. (2024). Inflation comovement in emerging economies : The facts and impact of global prices. Journal of Asian Economics, 94(July 2022), 101794. https://doi.org/10.1016/j.asieco.2024.101794
Ireland, P. N. (2004). Money ’ s Role in the Monetary Business Cycle. Journal of Money, Credit, and Banking, 36(6).
James, G. A. (2005). Money demand and financial liberalization in Indonesia. Journal of Asian Economics, 16(5), 817–829. https://doi.org/10.1016/j.asieco.2005.08.003
Jeworrek, S., & Tonzer, L. (2025). Inflation concerns and financial stress. Economics Letters, 254(June), 112493. https://doi.org/10.1016/j.econlet.2025.112493
Jolianis, Farlis, F., & Sari, P. M. (2024). Simultaneous Analysis of Economic Growth and Unemployment In Indonesia. Trikonomika, 23(2), 63–73. https://doi.org/10.23969/trikonomika.v23i2.12716
Kurniawan, B., Leslie, H., Spits, H., Suharjo, B., & Ahiase, G. (2024). International Journal of Informatics , Information System and Computer Engineering Bibliometric Analysis using Vos Viewer with Publish or Perish of Intelligent Tutoring System in Private Universities. International Journal of Informatics Information System and Computer Engineering, 5(2), 166–177.
Malikane, C., & Mokoka, T. (2012). Monetary policy credibility : A Phillips curve view. Quarterly Review of Economics and Finance, 52(3), 266–271. https://doi.org/10.1016/j.qref.2012.05.002
Mishkin, F. S. (1984). The Causes of Inflation. NBER Working Paper Series, 1453. www.nber.org/papers/w34765
Mwakalila, E., Kasongwa, L., & Muba, S. (2025). Disaggregated money supply and export competitiveness: A causal analysis using Tanzania’s sectoral trade data. Social Sciences and Humanities Open, 12(July), 101857. https://doi.org/10.1016/j.ssaho.2025.101857
Nguyen, V. B. (2015). Effects of fiscal deficit and money M2 supply on inflation: Evidence from selected economies of Asia. Journal of Economics, Finance and Administrative Science, 20(38), 49–53. https://doi.org/10.1016/j.jefas.2015.01.002
Okedigba, D. O., Akintola, A. A., Umaru, A., Mcdonald, Q. E., Inusa, E. M., Fashoro, B. O., Etudaiye, I. M., Joshua, R., & Osagu, F. N. (2024). Exploring Sub-Saharan Africa’s money supply-inflation nexus: A GARCH-MIDAS approach. Scientific African, 23(February), e02111. https://doi.org/10.1016/j.sciaf.2024.e02111
Patra, A. K., Praharaj, A., Sudarshan, D., & Chhatoi, B. P. (2023). AI and business management: Tracking future research agenda through bibliometric network analysis. Heliyon, 10(1), e23902. https://doi.org/10.1016/j.heliyon.2023.e23902
Rahman, A., Richards, R., Dargusch, P., & Wadley, D. (2025). The complexity of transitioning from oil dependency: A dynamic modelling case study of Indonesia. Energy Economics, 148(April 2024), 108662. https://doi.org/10.1016/j.eneco.2025.108662
Runtunuwu, Prince Charles Heston, Hussin, H. (2024). Macroeconomic Analysis Of Inflation: Evidence From Eastren Indonesia. Economica: Journal Of Economic And Economic Education, 12(2), 86–97. https://doi.org/https://doi.org/10.22202/economica.2024.v12.i2.7990
Sarker, M. S. I., & Bartok, I. (2024). Global trends of green manufacturing research in the textile industry using bibliometric analysis. Case Studies in Chemical and Environmental Engineering, 9(November 2023), 100578. https://doi.org/10.1016/j.cscee.2023.100578
Schmidt, M. B. (2001). The long and short of money and prices : a market equilibrium approach. Journal of Economics and Business, 53, 563–583.
Schnorpfeil, P., Weber, M., & Hackethal, A. (2025). Inflation and Trading. SSRN Electronic Journal, 173(August), 104166. https://doi.org/10.2139/ssrn.4838014
Spitzer, J. J. (1977). A Simultaneous Equations System of Money Demand and Suplly Using Generalized Functional Forms. Journal of Econometrics, 5, 117–128.
Stewart, K. G. (2024). Journal of Economic Dynamics and Control The simple macroeconometrics of the quantity theory and the welfare cost of inflation. Journal of Economic Dynamics and Control, 162(February), 104842. https://doi.org/10.1016/j.jedc.2024.104842
Tanuwidjaja, E., & Meng, K. (2006). Central bank credibility and monetary policy in Indonesia. Journal of Policy Modeling, 28, 1011–1022. https://doi.org/10.1016/j.jpolmod.2006.05.003
Thadden, E. L. (2025). Douglas Gale’s contribution to money and equilibrium. Journal of Financial Intermediation, 62(January), 101142. https://doi.org/10.1016/j.jfi.2025.101142
Van, D. D. (2020). Money supply and inflation impact on economic growth. Journal of Financial Economic Policy, 12(1), 121–136. https://doi.org/10.1108/JFEP-10-2018-0152
Wang, G., & Hausken, K. (2024). Hard money and fiat money in an inflationary world. Research in International Business and Finance, 67(PB), 102115. https://doi.org/10.1016/j.ribaf.2023.102115
Wimanda, R. E., Turner, P. M., & Hall, M. J. B. (2011). Expectations and the inertia of inflation: The case of Indonesia. Journal of Policy Modeling, 33(3), 426–438. https://doi.org/10.1016/j.jpolmod.2010.08.009
Zulverdi, D., Gunadi, I., & Pramono, B. (2007). Bank portfolio model and monetary policy. Journal of Asian Economics, 18, 158–174. https://doi.org/10.1016/j.asieco.2006.12.006
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Jolianis, Fiko Farlis, Putri Meliza Sari, Dina Amaluis

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








