Analisis Pengaruh Inflasi, BI Rate dan Kurs Terhadap Simpanan Masyarakat Melalui Harga Emas dan Indeks Kedalaman Kemiskinan di Kota Medan
Indonesia
DOI:
https://doi.org/10.29408/jpek.v10i1.34354Keywords:
Inflation, BI Rate, Exchange Rate, Savings, Gold Prices, Poverty Depth IndexAbstract
Changes in macroeconomic variables such as inflation, policy interest rates, and exchange rates can influence people's economic behavior, including decisions to save funds in the banking sector. This study aims to analyze the effect of inflation, the BI Rate, and the exchange rate on community savings in Medan City, both directly and indirectly through gold prices and the Poverty Depth Index. The study uses time series data for the period 2005-2024 obtained from the Central Statistics Agency and Bank Indonesia. The method used is path analysis with the assistance of EViews 10 software. The results show that the exchange rate has a positive and significant effect on gold prices and the Poverty Depth Index, while inflation and the BI Rate have no significant effect. In the community savings model, gold prices, the BI Rate, and the exchange rate have a significant effect on community savings, while inflation and the Poverty Depth Index have no significant effect. In addition, the exchange rate has a significant indirect effect on community savings through gold prices. These findings indicate that the exchange rate plays an important role in influencing gold prices and community savings behavior.
References
Afolabi, A. C., & Ndamsa, D. T. (2024). THE IMPACT OF TRADE INTEGRATION ON POVERTY REDUCTION IN ECOWAS. Journal of Developing Economies (JDE), 9(2), 303–324. https://doi.org/10.20473/jde.v9i1.49398
Afrian, R. (2025). Pengaruh Fluktuasi Kurs US Dollar dan Harga Emas Terhadap Penjualan MULIA Pegadaian Periode Tahun 2019 – 2023. EKOMA : Jurnal Ekonomi, Manajemen, Akuntansi, 4(3), 5229–5241. https://doi.org/10.56799/ekoma.v4i3.7062
Agénor, P.-R., & Montiel, P. J. (2008). Development Macroeconomics. In Gastronomía ecuatoriana y turismo local. (3rd ed., Vol. 1, Issue 69). PRINCETON U NIVERSITY P RESS PRINCETON A ND OXFORD.
Agénor, P. R. (2005). The macroeconomics of poverty reduction. In Oxford University Press. (Vol. 73, Issue 4). Oxford University Press. https://doi.org/10.1111/j.1467-9957.2005.00453.x
Anggraini, S. M., Purnami, A. A. S., & Wulandari, I. G. A. A. (2021). Pengaruh Inflasi dan BI Rate terhadap Simpanan Masyarakat pada Bank Umum Pemerintah di Indonesia Tahun 2010-2019. Warmadewa Economic Development Journal (WEDJ), 4(2), 39–46. https://doi.org/10.22225/wedj.4.2.2021.39-46
Aprizal, S., & Harahap, M. N. (2025). Determinants of Gold Prices in Indonesia Period of 2018-2022. JIME, 12(02 June), 185–202. https://journal.ibs.ac.id/index.php/jime/ Determinants
Azzahrah, N. itsni, & Utomo, Y. P. (2024). Analisis Faktor-Faktor Yang Mempengaruhi Tabungan Di Indonesia Tahun 2000-2021. INNOVATIVE: Journal Of Social Science Research, 4(5), 9621–9632. https://j-innovative.org/index.php/Innovative%0AAnalisis
Bank Indonesia. (2024). Laporan keuangan tahunan Bank Indonesia tahun 2024. https://share.google/VN3jx87U8JaM1Ol7E
Bank Sumut. (2024). LAPORAN KEUANGAN UNTUK TAHUN YANG BERAKHIR PER 31 DESEMBER 2024 AUDITED. https://share.google/PblXJ2Tk1FNeaiJ12
Baur, D. G., & McDermott, T. K. (2020). Is gold a safe haven? The international evidence. SSRN E-Library, 70(4), 35. https://doi.org/10.1556/032.2020.00035
Bisai, C. M., Hamadi, D. I., & Purwadi, M. A. (2021). Analisis Pengaruh Pertumbuhan Ekonomi, Indeks Harga Konsumen Dan Pengangguran Terhadap Kemiskinan Di Kota Jayapura. Jurnal Kajian Ekonomi Dan Studi Pembangunan, 8(2), 1–10. https://doi.org/10.56076/jkesp.v8i2.2106
Bruno, M., & Easterly, W. (1995). Inflation Crises and Long-Run Growth. National Bureau of Economic Research, 41(1), 356–359.
Cahyo, D. I., Syaifudin, A. A., & Al-fiyah, T. (2023). Pengaruh Inflasi Dan Kurs Terhadap Profitabilitas Harga Emas (Pada Bank Umum Syariah Di Indonesia Tahun 2017-2020). Income, 4(1), 58–75. https://doi.org/10.38156/akuntansi.v4i1.168
Cassel, G. (1923). Money and Foreign Exchnage After 1914. The Macmillan Company. https://share.google/images/72tImInk9AgGxgdhQ
Dai, S. I. S., Abdul, I., Apuadji, W., & Katili, A. P. (2024). THE EFFECT OF ECONOMIC GROWTH AND INFLATION ON POVERTY IN THE PROVINCE OF THE SULAWESI REGION FOR THE 2012-2021 PERIOD. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF GRADUATE SCHOOL ON SUSTAINABILITY (ICGSS), 9(2), 68–81. https://jurnal.unmer.ac.id/index.php/icgss
Dewi, Z., & Husein, R. (2022). Analisis Indeks Harga Konsumen (Ihk), Inflasi, Dan Jumlah Penduduk Terhadap Kemiskinan Di Aceh Barat. Jurnal Ekonomi Regional Unimal, 30(3), 21. https://doi.org/10.29103/jeru.v5i3.10483
Duong, T. H. (2025). The gold price – Inflation relation in the case of Vietnam : empirical investigation in the presence of structural breaks. Emerald Insight : Asian Journal of Economics and Banking, 7(2), 217–233. https://doi.org/10.1108/AJEB-05-2022-0054
Easterly, W., & Fischer, S. (2001). Inflation and the Poor Author. Journal of Money, Credit and Banking, 33(2), 160–178. https://about.jstor.org/terms
Fabozzi, F. J., Fuss, R., & Kaiser, D. G. (2008). The Handbook of Commodity Investing. In John Wiley & Sons, Inc., Hoboken, New Jersey. John Wiley & Sons, Inc., Hoboken, New Jersey. https://doi.org/10.1002/9781118267004.ch32
Fama, E. F., & Schwert, G. W. (1977). Asset Returns And Inflation. Journal of Financial Economics, 5(2), 115–146. https://doi.org/https://doi.org/10.1016/0304-405X(77)90014-9
Febriyanto, Zshulhan, F., Silaban, R. P., Nahor, D. L. B., Grasella, Y., Doti, A., Agus, T. E., & Devianti, G. (2025). Pengaruh Inflasi dan Suku Bunga Terhadap Permintaan Uang di Indonesia. PESHUM : Jurnal Pendidikan, Sosial Dan Humaniora, 4(2), 1861–1875.
Fisher, I. (1930). The Theory of Interest as determined by Impatience to spend income and opportunity to invest it. In Strategy and Ethnic Conflict. The Macmillan Company. https://doi.org/10.5040/9798216019879.0006
Foster, J., Greer, J., & Thorbecke, E. (1984). A Class of Decomposable Poverty Measures. Econometrica, 52(3), 761–766. https://doi.org/10.2307/1913475
Friedman, M. (1962). Capitalism and Freedom. In The University ofChicago Press. The University ofChicago Press. https://share.google/MeX3CuqDWeuMEbNrd
Friedman, M. (1968). The role of monetary policy. In The Role of Monetary Policy (Issue March, pp. 1–17). Princeton University Press. https://doi.org/10.4324/9781912281091
Graeser, P., & Meier, G. M. (2000). Leading Issues in Development Economics. In Oxford University Press (7th ed., Vol. 20, Issue 1). Oxford University Press. https://doi.org/10.2307/2977749
Gujarati, D. N. (2012). Basic Econometrics. In The Economic Journal (Fourth, Vol. 82, Issue 326). United States Military Academy, West Point. https://doi.org/10.2307/2230043
Gusnindar, G. W., & Syafri. (2023). Faktor Pengaruh Harga Emas Dengan Metode Error Correction Model (ECM). Jurnal Ekonomi Trisakti, 3(2), 2359–2366. https://doi.org/10.25105/jet.v3i2.16556
Haw, W. C., Jais, M., & Kadri, N. (2024). UNIMAS REVIEW OF ACCOUNTING AND FINANCE THE INFLUENCE OF UNITED STATES ’ INFLATION RATE , INTEREST RATE AND BITCOIN TOWARDS GOLD PRICE. UNIMAS REVIEW OF ACCOUNTING AND FINANCE, 8(1), 136–146. https://share.google/wBpNcOLEsLMdy5OIC
Hojjat, T. A., Ruiz, J. D. M., & Villanueva, A. V. M. (2023). Financial Inclusion and Poverty Reduction: An Analysis of Panel Data 2010-2019. Journal of Economics and Public Finance, 9(3), p1. https://doi.org/10.22158/jepf.v9n3p1
Jalan, J., & Ravallion, M. (1997). Spatial Poverty Traps ? (Concepts et méthodes). https://documents1.worldbank.org/curated/en/207861468743989544/pdf/multi0page.pdf
Kalsum, U., Hidayat, R., Oktaviani, S., & Palembang, U. M. (2021). The Effect of Inflation , Interest Rates And World Oil Prices on Gold Prices in Indonesia With The US Dollar Exchange Rate as an Intermediary Variable. International Journal of Finance Research, 2(1), 1–12. https://share.google/NvN0LVRFGnlYXEy8W
Kesarditama, F., Haryadi, H., & Vyn Amzar, Y. (2020). Pengaruh inflasi, nilai tukar rupiah per dollar Amerika, harga minyak mentah dunia dan indeks harga saham gabungan terhadap harga emas di Indonesia. E-Journal Perdagangan Industri Dan Moneter, 8(2), 55–64. https://doi.org/10.22437/pim.v8i2.8269
Keynes, J. M. (1936). The General Theory of Employment, Interest and Money. In International Relations and Security Network. International Relations and Security Network. https://doi.org/10.2307/2278703
Keynes, J. M. (1978). THE GENERAL THEORY AND AFTER A SUPPLEMENT. In The Collected Writings of John Maynard Keynes. CAMBRIDGE UNIVERSITY PRESS for the ROYAL ECONOMIC SOCIETY. https://doi.org/10.1017/upo9781139524186
Khairunnisa, & Hasanah, N. (2023). Pengaruh Bi Rate Dan Pendapatan Terhadap Jumlah Tabungan Bank Masyarakat Kabupaten Langkat. Jurnal Ekonomi Dan Keuangan Syariah, 2(2), 477–491. https://jurnal.perima.or.id/index.php/JEKSya
Krugman, P. R., Obstfeld, M., & Melitz, M. J. (2012). International Economics Theory & Policy (9th ed.). The Pearson series in economics. www.pearsonhighered.com
Levine, R. (1997). Financial Development and Economic Growth: vi6ws and Agenda. Journal of Econonzic Literature, 35(2), 688–726. https://www.researchgate.net/publication/4722931_Financial_Development_And_Economic_Growth_Views_And_Agenda/link/0046352065300861d3000000/download?_tp=eyJjb250ZXh0Ijp7ImZpcnN0UGFnZSI6InB1YmxpY2F0aW9uIiwicGFnZSI6InB1YmxpY2F0aW9uIn19
Mahajan, S., & Anthony, J. . (2025). Household Savings and Financial Market Dynamics in India : An ARDL Approach. Global Research Review in Business and Economics [GRRBE], 11(05), 1–11. https://doi.org/https://doi.org/10.56805/grrbe
Mainal, S. A., Selamat, A. H. M., Majid, N. D. S. A., & Noorzee, K. N. I. (2023). Factors Influencing the Price of Gold in Malaysia. Information Management and Business Review, 15(3), 195–205. https://share.google/utS65wwuPGfG0Rzsm
Mankiw, N. G. (2015). Principles of Economics Seventh Edition. In Cengage Learning (7th ed.). Cengage Learning. www.cengage.com/highered
Markowitz, H. (1952a). Portfolio selection. The Journal of Finance by American Finance Association, 7(1), 77–91. https://doi.org/10.2307/2975974
Markowitz, H. (1952b). Portfolio Selection. The Journal OfFinance, 7(1), 77–91. https://doi.org/10.2307/2345307
Meliniati, T., Nurjannah, & Syahputra, R. (2023). Pengaruh Investasi dan Tingkat Suku Bunga Terhadap Pertumbuhan Ekonomi dan Kemiskinan di Indonesia. Jurnal Samudra Ekonomika, 7(1), 224–232. https://ejurnalunsam.id/index.php/jse
Mishkin, F. S. (2016). The Economics of Money, Banking, and Financial Markets (Issue September).
Mishkin, F. S. (2019). The Economics of Money, Banking, and Financial Markets (12th ed.). Pearson Education.
Mishkin, F. S., & Eakins, S. G. (2012). Financial Markets and Institutions (7th ed.). Pearson Education. www.pearsonhighered.com
Modigliani, F. (2005). The Collected Papers of Franco Modigliani. The MIT Press. https://share.google/jxhOxHamvdF2t80cv
Naura, Y. E. (2021). Pengaruh Nilai Tukar (Kurs) Dolar Dan Bi Rate Terhadap Harga Emas Di Indonesia Dalam Perspektif Ekonomi Islam. UNIVERSITAS ISLAM NEGERI AR-RANIRY BANDA ACEH.
Nurulhuda, E. S., & Kosasih. (2024). PENGARUH INFLASI, KURS DOLAR AS, DAN SUKU BUNGA (BI), TERHADAP PENENTUAN HARGA EMAS (Studi Empiris: PT ANTAM Tbk Tahun 2014-2018). KINERJA Jurnal Ekonomi Dan Bisnis, 2(2), 147–171.
Obstfeld, M., & Rogoff, K. (1996). Foundations of International Macroeconomics. MIT Press, hlm. 450–460.
Priyono, & Ismail, Z. (2012). Teori Ekonomi (T. Chandra (ed.)). Dharma Ilmu.
Reza, F., Dewi, C. K., & Yudhyani, E. (2021). Statistika Deskriptif untuk Ekonomi & Bisnis. Tahta Media Group.
Rizkina, A., Qadafi, M., Asnita, Y., Afriana, & Ariga, H. P. S. (2025). Pengaruh Jumlah Penduduk dan Inflasi terhadap Kemiskinan di Indonesia (Studi Kasus 34 Provinsi). JEMSI (Jurnal Ekonomi, Manajemen, Dan Akuntansi), 11(3), 1964–1971. https://doi.org/https://doi.org/10.35870/jemsi.v11i3.4246
Ross, S. A., Westerfiel, R. W., & Jordan, B. D. (2022). Fundamental Corporate Finance (13th Editi). The McGraw Hill Education Series in Finance, Insurance, and Real Estate. mheducation.com/highered
Rutherford, S., & Arora, S. (2009). The Poor and their Money. Oxford University Press.
Sarno, L., Taylor, M. P., & Frankel, J. A. (2003). The economics of exchange rates. In The Economics of Exchange Rates. CAMBRIDGE UNIVERSITY PRESS. https://doi.org/10.1017/CBO9780511754159
Sasono, H., & Zaman, M. N. (2023). Dampak Variabel Makro terhadap Tingkat Kemiskinan di Indonesia. Jurnal Pendidikan Tambusai, 7(3), 26822–26828. https://www.jptam.org/index.php/jptam/article/view/10936
Satria, W., Fachrurrozi, K., Kadri, M., & Syahrul, M. (2024). THE INFLUENCE OF POPULATION GROWTH , INFLATION AND HUMAN DEVELOPMENT INDEX ON ECONOMIC GROWTH AND POVERTY. Jurnal REP ( Riset Ekonomi Pembangunan ), 9(2), 14. https://doi.org/10.31002/rep.v9i2.1844
Sunaryo. (2022). Determinan Harga Emas (Studi Kasus pada PT Aneka Tambang, Tbk. Periode Tahun 2010 - 2019). KINERJA Jurnal Ekonomi Dan Bisnis, 5(1), 1–17. https://uia.e-journal.id/Kinerja/article/view/2126
Sutrisno, A. (2024). ANALISIS PENGARUH BI-RATE, INFLASI, JUB, NILAI TUKAR DAN PDB TERHADAP DANA SIMPANAN MASYARAKAT PADA PERBANKAN DI INDONESIA TAHUN 2014-2023. Universitas Tidar.
Tobin, J. (1958). Liquidity preference as behavior towards risk. Review of Economic Studies, 25(2), 65–86. https://doi.org/10.2307/2296205
Todaro, M. P., & Smith, S. C. (2020). Economic Development. Thirteenth Edition. In Pearson (Issue 13th Edition). Pearson. www.pearson.com/uk
Wright, S. (1934). The Method of Path Coefficients. The Annals of Mathematical Statistics, 5(3), 161–215. https://doi.org/10.1214/aoms/1177732676
Yanti, N. K. R., Jayawarsa, A. A. K., & Pertama, I. G. A. W. (2020). Pengaruh Nilai Tukar (Kurs), Inflasi dan Tingkat Suku Bunga Tabungan terhadap Volume Tabungan Masyarakat pada Bank Umum Pemerintah di Indonesia (Periode 2013-2017). Warmadewa Economic Development Journal (WEDJ), 3(1), 29–37. https://doi.org/10.22225/wedj.3.1.1592.29-37
Yuwono, W., Calvin, C., Budiman, J., & Marheni, D. K. (2025). Pengaruh Faktor Ekonomi Makro Terhadap Harga Emas Di Indonesia. Jurnal Lentera Bisnis, 14(2), 1592–1606. https://doi.org/10.34127/jrlab.v14i2.1514
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