MACROECONOMICS AS DETERMINANTS OF THE MONEY SUPPLY IN INDONESIA: ERROR CORRECTION MODELS ANALYSIS
Universitas Islam Negeri Sunan Kalijaga Yogyakarta
Indonesia
Universitas Islam Negeri Sunan Kalijaga Yogyakarta
Indonesia
Universitas Islam Negeri Sunan Kalijaga Yogyakarta
Indonesia
Abstract
This study analyzes macroeconomic factors that affect the money supply in Indonesia during the period 1993-2022, using the Error Correction Model (ECM). The main objective of this study is to identify macroeconomic variables that are significant in determining the money supply, as well as to understand the short-term and long-term dynamics of these variables. The results of the analysis show that the variables of exchange rate, GDP, government expenditure, and interest rates have a negative effect on the money supply, as is the case with FDI and inflation. Both long-term and short-term actually have a negative impact on the money supply in Indonesia. ECM managed to capture the short-term and long-term relationships between these macroeconomic variables and the money supply. These findings provide important insights for policymakers in formulating effective monetary strategies to manage the money supply and maintain economic stability.
Keywords
References
Adrison, V. (2002). The effect of money supply and government expenditure shock in Indonesia: Symetric or Asymetric?. Andrew Young School of Policy Studies, Working Paper 02-18.
Akimov, A., & Dollery, B. (2009). Financial system development in Indonesia and South Korea in 1980s and early 1990s: Policies and outcomes. Dicussion Papers in Finance from Griffith University, Department of Accounting and Economics.
Akinbobola, T. O. (2020). The dynamics of money supply, exchange rate and inflation in Nigeria. Journal of Applied Finance & Banking, 2(4), 1792–6599.
Al Hafizh, A. (2022). Analisis pengaruh inflasi, suku bunga (SB) dan investasi terhadap jumlah uang beredar (JUB) di Indonesia tahun 1991 - 2022. Profit: Jurnal Manajemen, Bisnis Dan Akuntansi, 1(3), 63–73. doi.org:10.58192/profit.v1i3.324.
Amaliyah, F., & Aryanto, A. (2022). Pengaruh jumlah uang beredar dan suku bunga terhadap inflasi di Indonesia. Owner, 6(2), 1342–1349. doi.org:10.33395/owner.v6i2.737.
Anggraini, D., & Rahayu, D. (2022). Jumlah uang beredar di Indonesia (Periode 2011-2019). JIEP: Jurnal Ilmu Ekonomi dan Pembangunan, 5(1), 246-261.
Anjande, G., Asom, S. T., Ayila, N., Mile, B. N., & Ijirshar, V. U. (2022). Government spending and money supply roles in alleviating poverty in Africa. Retrieved from: http://arxiv.org/abs/2209.14443
Apryansyah, R., & Amaliah, I. (2023). Pengaruh jumlah uang beredar dan pengeluaran pemerintah terhadap tingkat inflasi di Indonesia periode tahun 1990-2021. Bandung Conference Series: Economics Studies, 3(1), 71–78. doi.org:10.29313/bcses.v3i1.5974.
Azwar, P. (2023). Kuliah tamu “Dampak COVID-19 terhadap pergerakan nilai tukar rupiah”. STIE PERBANAS. Retrieved from: https://perbanas.ac.id/index.php/id/det/1254-kuliah-tamu-%E2%80%9Cdampak-covid-19-terhadap-pergerakan-nilai-tukar-rupiah%E2%80%9D.
Bairam, E. (1991). Government expenditure, money supply and unemployment in the USA: An analysis of the pre-war and post-war functional forms. Applied Economics, 23(9), 1483–1486. doi.org:10.1080/00036849100000199.
Bank Indonesia. (2024). Uang beredar tumbuh lebih tinggi pada Januari 2024. Retrieved from: https://www.bi.go.id/id/publikasi/ruang-media/news-release/Pages/sp_263524.aspx
Boediono. (1998). Ekonomi moneter. Yogyakarta: BPFE.
Chang, C., Liu, Z., Spiegel, M. M., & Zhang, J. (2019). Reserve requirements and optimal Chinese stabilization policy. Journal of Monetary Economics, 103, 33–51.
Chona, J. M. (1976). An analysis money multiplier and of money supply in India. Economic and Political Weekly, 11(18), 668–676.
Cottrell, A. (1997). Money endogeneity and the quantity theory: The case of commodity money. Advances in Endogenous Money Analysis, June, 173–187. doi.org:10.4337/9781783472246.00017.
Fatmawati, M. N. R., & Yuliana, I. (2019). Pengaruh transaksi non tunai terhadap jumlah uang beredar di Indonesia tahun 2015- 2018 dengan inflasi sebagai variabel moderasi. Ekspansi: Jurnal Ekonomi, Keuangan, Perbankan Dan Akuntansi, 11(2), 269–283. doi.org:10.35313/ekspansi.v11i2.1608.
Friedman, M., & Schwartz, A. J. (1963). A monetary history of the United States, 1867- 1960. Princeton University Press. Retrieved from: https://press.princeton.edu/books/paperback/9780691003542/a-monetary-history-of-the-united-states-1867-1960
García Matres, J. de O., & Viet Le, T. (2021). The impact of money supply on the economy: A panel study on selected countries. Journal of Economic Science Research, 4(4), 48–53. doi.org:10.30564/jesr.v4i4.3782
Gatawa, N. M., Abdulgafar, A., & Olarinde, M. O. (2017). Impact of money supply and inflation on economic growth in Nigeria (1973-2013). IOSR Journal of Economics and Finance, 08(03), 26–37. doi.org:10.9790/5933-0803042637
Ghalib, A. D., Damayanti, D., & Nur Shava, W. S. (2023). Pengaruh produk domestik bruto dan inflasi terhadap jumlah uang beredar (M1) di Indonesia periode 1980 – 2020 menurut pendekatan klasik. Wacana Ekonomi (Jurnal Ekonomi, Bisnis Dan Akuntansi), 22(2), 124–131. doi.org:10.22225/we.22.2.2023.124-131
Gharehgozli, O., & Lee, S. (2022). Money supply and inflation after COVID-19. Economies, 10(5), 101.
Hashemzadeh, N., & Taylor, P. (2019). Stock prices, money supply, and interest rates: the question of causality. Applied Economics, 20(12), 1603–1611.
Hassan, S. S., & Teleb, M. A. (2022). Money supply behavior in Egypt (2004-2019). African Journal of Economics and Sustainable Development, 5(1), 59–74. doi.org:10.52589/ajesd-4veyypje.
Hendayanti, N. P. N., Nurhidayati, M., & Nugrahini, D. S. (2019). Analisis pengaruh nilai tukar rupiah terhadap jumlah uang beredar dengan pendekatan error correction model (ECM). E-proceeding Konferensi Nasional Sistem & Informatika, 186–190.
Hina, M., & Anayat, U. (2019). The role of money supply : Foreign direct investment & economic growth in Pakistan. International Journal of Economics, Commerce and Management, VII(2), 281–289.
Hussain, M. E., & Mahfuzul, H. (2017). Empirical analysis of the relationship between money supply and per capita GDP growth rate in Bangladesh. Journal of Advances in Economics and Finance, 2(1), 54–66. doi.org:10.22606/jaef.2017.21005.
Ito, T., Sasaki, Y. N., & Sato, K. (2005). Pass-through of exchange rate changes and macroeconomic shocks to domestic inflation in East Asian Countries. RIETI Discussion Paper Series, 05-E-020, 1–55.
Jahan, S., Mahmud, A. S., & Papageorgiou, C. (2014). What is Keynesian economics? Finance and Development, 51(3), 53–54.
King, H. S. (1873). Lombard street: A description of the money market (3rd ed.). Retrieved from: https://historyofeconomicthought.mcmaster.ca/bagehot/lombard.html
Koti, S., & Bixho, T. (2016). Theories of money supply: The relationship of money supply in a period of time T-1 and inflation in period T- empirical evidence from Albania. European Journal of Multidisciplinary Studies, 1(1), 294. doi.org:10.26417/ejms.v1i1.p294-302.
Krugman, P. R. (2009). International economics theory & policy (8th ed.). University of California Barkeley : Maurice Obstfeld.
Lakshmanasamy, T. (2021). The causal relationship between money supply, inflation , and industrial production in India : Vector error correction estimation. Journal of Money, Banking and Finance, 11(3), 34–43.
Laurens, B. J., & Maino, R. (2007). China : Strengthening monetary policy implementation. IMF Working Paper No. 2007/014g
Li, B. (2022). When government expenditure meets bank regulation: The impact of government expenditure on credit supply. SSRN Electronic Journal, 21. doi.org:10.2139/ssrn.4010448.
Lone, N. A., & Yadav, D. D. K. (2016). Determinants of money supply in India: A post reform scenario. IOSR Journal of Economics and Finance, 7(5), 39–48. doi.org:10.9790/5933-0705033948.
Lubis, S. R. (2020). Determinant analysis of Indonesian foreign debt (Error correction model approach). International Journal of Scientific and Technology Research, 9(2), 2419–2424.
Maesaroh, I., & Triani, L.F. (2013). Determinant of the amount of money circulating in Indonesia (Review money supply (M2) 2006-2011). Sustainable Competitive Advantage (SCA), Proceeding of International Conference Sustainable Competitive Advantage, 2(1), 1–15.
Maitra, B. (2019). Money supply and exchange rate variations in Sri Lanka in the independent float regime—A time domain study. South Asia Economic Journal, 11(1), 111–129.
Makwandi, & Raphael. (2017). The impact of government expenditure, money supply and inflation on economic growth in Tanzania. Huria: Journal of the Open University of Tanzania, 25(1), 146-170.
Mankiw, N. G. (2012). Pengantar ekonomi (Edisi Asia). Jakarta: Salemba Empat.
Mentari, W. A., & Pangidoan, E. (2020). Pengaruh produk domestik bruto, suku bunga, dan inflasi terhadap jumlah uang beredar di Indonesia. Jurnal Sains Ekonomi, 1(1), 9–17.
Miskhin, F. S. (2017). Ekonomi uang, perbankan, dan pasar keuangan. Jakarta: Salemba Empat.
Mitchell, W. C. (1896). The quantity theory of the value of money. Journal of Political Economy, 4(2), 139-165.
Obstfeld, M., & Rogoff, K. (1995). The mirage of fixed exchange rates. Journal of Economic Perspectives, 9(4), 73–96.
Obstfeld, M., Shambaugh, J. C., & Taylor, A. M. (2005). The trilemma in history: tradeoffs among exchange rates, monetary policies, and capital mobility. Review of Economics and Statistics, 87(3), 423–438.
Omran, M., & Bolbol, A. (2022). Foreign direct investment, financial development, and economic growth: evidence from the Arab countries. Review of Middle East Economics and Finance, 1(3), 37–55.
Onyedibe, F. C., Uzonwanne, M. C., & Chidinma, M. C. (2022). Impact of budget deficit financing on money supply in Nigeria. Growth, 9(1), 20-30. doi.org:10.20448/growth.v9i1.3931.
Osakwe, J. O. (1981). Government expenditures, money supply and prices: 1970-80. Economics and Financial Review, 21(2), 4-18.
Parulian, T., & Utami, F. (2024). Pengaruh inflasi, tingkat suku bunga, dan e-money terhadap jumlah uang beredar di Indonesia. Jesya: Jurnal Ekonomi dan Ekonomi Syariah, 7(1), 1105-1116.
Paul, T. M., Inore, I., & Kimata, J. (2023). A study of inflation, exchange rates, money supply, and real GDP, employing the cointegration, and error correction models for annual data between 1977 to 2020 for Papua New Guinea- a Pacific Island Country. Review of Economics and Finance, 21(2023), 1069–1081.
Prasasti, K. B., & Slamet, E. J. (2020). Pengaruh jumlah uang beredar terhadap inflasi dan suku bunga, serta terhadap investasi dan pertumbuhan ekonomi di Indonesia. Jurnal Ekonomi Dan Bisnis Airlangga, 30(1), 39. doi.org:10.20473/jeba.v30i12020.39-48.
Radifan, F., & Saputra, P. M. A. (2022). Pengaruh jumlah uang beredar, nilai tukar, foreign direct investment, dan indeks harga perdagangan besar terhadap ekspor Indonesia tahun 2009-2021. Contemporary Studies in Economic, Finance and Banking, 1(3), 532–545. doi.org:10.21776/csefb.2022.01.3.15.
Ramadhan, M. A., & Sitorus, N. H. (2023). Analisis determinan realisasi penanaman modal asing. Jurnal Ekonomi Pembangunan (JEP), 12(3), 134–145.
Rastagno, M., Altavilla, C., Carboni, G., Lemke, W., Motto, R., Saint, G.A., & Yiangou, J. (2019). A tale of two decades: The ECB’s monetary policy at 20. Working Paper Series 2346, European Central Bank.
Razia, A., & Omarya, M. (2022). The impact of the broad money supply (M2) on economic growth per capita in Palestine. International Journal of Business Ethics and Governance, 5(2), 1–10. doi.org:10.51325/ijbeg.v5i2.86.
Rivera-Batiz, L.F., & Rivera-Batiz, L.A. (1985). International Finance and Open Economy Macroeconomics. New York: Macmillian.
Sarno, L., & Taylor, M. P. (2020). Official intervention in the foreign exchange market : Is it effective and, if so, how does it work ?. Journal of Economic Literature, 39(3), 839–868.
Schumpeter, J. A., & Keynes, J. M. (1936). The general theory of employment, interest and money. Journal of the American Statistical Association, 31(196), 791. doi.org:10.2307/2278703.
Setyorani, B. (2018). Pengaruh nilai tukar terhadap ekspor dan jumlah uang beredar di indonesia. Forum Ekonomi, 20(1), 1-11. doi.org:10.29264/jfor.v20i1.3307.
Shekani, A.J.A (2021). A study on the relationship between money supply and macroeconomic variables in some selected Middle Eastern Countries. Uluslararası Akademik Çalışmalar Dergisi, 1(1), 1-11. doi.org:10.29228/jacademia.54979 A.
Thi, N., & Chi, D. (2023). Impact of money supply and macroeconomic indicators on foreign portfolio investment: Evidence from Vietnam. Banks and Bank Systems, 18(4), 94–104. doi.org:10.21511/bbs.18(4).2023.09
Urbanovský, T. (2017). Granger causalities between interest rate, price level, money supply and real GDP in the Czech Republic. Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis, 65(2), 745–757. doi.org:10.11118/actaun201765020745
Widayati, N., Zulfikar, A. L. & Mahardika, S. G. (2023). Pengaruh pendapatan nasional perkapita terhadap jumlah uang beredar di Indonesia. Jurnal Ekonomi Pembangunan, 4(2), 121–136.
Yang, X., & Shafiq, M. N. (2020). The Impact of Foreign Direct Investment, Capital Formation, Inflation, Money Supply and Trade Openness on Economic Growth of Asian Countries. IRASD Journal of Economics, 2(1), 25–34. doi.org:10.52131/joe.2020.0101.0013
Yuliadi, I. (2020). An analysis of money supply in Indonesia : Vector autoregressive (VAR) Approach. 7(7), 241–249. doi.org:10.13106/jafeb.2020.vol7.no7.241