Pengaruh Inflasi dan Harga Emas Terhadap Indeks Saham Syariah Indonesia dengan Model Error Correction Model (ECM) di Indonesia pada Tahun 2020-2025

Authors

  • Farah Kamila Azzahra Universitas Padjadjaran

DOI:

https://doi.org/10.61722/jiem.v4i4.9386

Keywords:

Inflasi, Harga Emas, Indeks Saham Syariah Indonesia (ISSI), Error Correction Model (ECM)

Abstract

Tujuan dari penelitian ini adalah untuk menganalisis bagaimana variabel-variabel makroekonomi, seperti inflasi dan harga emas, berpengaruh terhadap Indeks Saham Syariah Indonesia (ISSI). Data yang digunakan adalah data deret waktu (time series) secara bulanan dari periode Oktober 2020 hingga November 2025. Metode analisis yang diterapkan adalah Error Correction Model (ECM) dengan pendekatan Prais-Winsten untuk mengatasi masalah autokorelasi. Tahapan pengujian meliputi uji ]Augmented Dickey-Fuller (ADF), uji kointegrasi Engle-Granger, serta estimasi model jangka panjang dan jangka pendek. Hasil penelitian menunjukkan bahwa inflasi dan harga emas berpengaruh positif dan signifikan terhadap ISSI dalam jangka panjang. Sementara dalam estimasi jangka pendek, hanya variabel harga emas yang berdampak signifikan terhadap pergerakan ISSI, sedangkan inflasi tidak signifikan. Koefisien Error Correction Term (ECT) yang signifikan mengonfirmasi validitas model ECM, di mana pasar saham syariah terbukti mampu melakukan penyesuaian menuju keseimbangan jangka panjangnya sebesar 58,46% pada setiap periodenya.

References

Agustina, V. Z., & Nugroho, R. Y. Y. (2022). Determinan indeks saham syariah di Indonesia. BISEI: Jurnal Bisnis dan Ekonomi Islam, 7(2), 83–94. https://doi.org/10.33752/bisei.v7i2.3672

Akhtaruzzaman, M., Boubaker, S., Lucey, B. M., & Sensoy, A. (2021). Is gold a hedge or a safe-haven asset in the COVID-19 crisis? Economic Modelling, 102, 105588. https://doi.org/10.1016/j.econmod.2021.105588

Alam, A., Anggraeni, G. T., & Anas, M. (2020). The influence of determining factors on Islamic stock index in Indonesia. International Journal of Management, Entrepreneurship, Social Science and Humanities, 3(1), 1–15. https://doi.org/10.31098/ijmesh.v3i1.120

As Shadiqqy, M. (2020). Pengaruh indeks produksi industri (IPI), sertifikat Bank Indonesia syariah (SBIS), inflasi dan nilai tukar terhadap indeks saham syariah Indonesia periode 2012–2018. Panangkaran: Jurnal Penelitian Agama dan Masyarakat, 3(2), 39. https://doi.org/10.14421/panangkaran.2019.0301-03

Azzahra, L. M., & Andni, R. (2024). Pengaruh variabel makroekonomi terhadap indeks saham syariah Indonesia (ISSI) pada tahun 2011–2022. Journal of Sharia Economics, 5(1). https://doi.org/10.22373/jose.v5i1.4210

Bampinas, G., & Panagiotidis, T. (2015). Are gold and silver a hedge against inflation? A two century perspective. International Review of Financial Analysis, 41, 267–276. https://doi.org/10.1016/j.irfa.2015.02.007

Barth, J. R., & Bennett, J. T. (1975). Cost-push versus demand-pull inflation: Some empirical evidence: Comment. Journal of Money, Credit and Banking, 7(3), 391. https://doi.org/10.2307/1991632

Beckmann, J., & Czudaj, R. (2013). Gold as an inflation hedge in a time-varying coefficient framework. The North American Journal of Economics and Finance, 24, 208–222. https://doi.org/10.1016/j.najef.2012.10.007

Creswell, J. W. (2009). Research design: Qualitative, quantitative, and mixed methods approaches (3rd ed.). SAGE Publications.

Dr. Anu, & Mishra, S. (2022). Impact of exchange rate and foreign exchange gold reserve on prices of gold. International Journal of Innovative Research in Engineering & Management, 9(6), 31–35. https://doi.org/10.55524/ijirem.2022.9.6.5

Hidayah, A. N., Setyowati, E., Faridatussalam, S. R., & Harun. (2022). An analysis of factors affecting the Indonesian sharia stock index on the Indonesia Stock Exchange (IDX) from May 2013 to April 2021. International Conference on Economics and Business Studies (ICOEBS 2022). https://doi.org/10.2991/aebmr.k.220602.014

Huang, X., Jia, F., Xu, X., & Shi, Y. (2019). The threshold effect of market sentiment and inflation expectations on gold price. Resources Policy, 62, 77–83. https://doi.org/10.1016/j.resourpol.2019.03.014

Izmuddin, I., & Awaluddin. (2022). Indeks saham syariah di pasar modal (Analisis investasi di Bursa Efek Indonesia). Wade Group.

Muan, Q. (2022). Pengaruh makroekonomi terhadap pergerakan indeks harga saham pada indeks saham syariah Indonesia (ISSI) di Bursa Efek Indonesia periode Mei 2015–Mei 2021. JASIE, 1(1). https://doi.org/10.31942/jse.v1i1.6898

Mubarok, F., Al Arif, M. N. R., & Mufraini, M. A. (2020). The stability of the Indonesian sharia stock index to economic shocks. IQTISHADIA, 13(2), 138. https://doi.org/10.21043/iqtishadia.v13i2.7748

Nawindra, I., & Wijayanto, A. (2020). The influence of macroeconomic variables on the Indonesian sharia stock index (ISSI) for the 2013–2019 period. Management Analysis Journal, 9(4), 402–412. https://doi.org/10.15294/maj.v9i4.41875

Norlatifah, N., & Maulida, S. (2025). Faktor-faktor yang mempengaruhi indeks saham syariah Indonesia (ISSI) dalam jangka panjang dan jangka pendek tahun 2019–2023. Diponegoro Journal of Islamic Economics and Business, 5(2), 114–127. https://doi.org/10.14710/djieb.26826

Pamikatsih, M., Rahmat, P. S., Fatah, A. F. A., Yulianto, A., Ihsan, M., Haanurat, A. I., Jaya, A., Purwanti, P., Irhamni, F., & Nurlina. (2025). Investasi dan pasar modal syariah. CV Rey Media Grafika.

Raraga, F., Chabachib, M., & Muharam, H. (2013). Analisis pengaruh harga minyak dan harga emas terhadap hubungan timbal-balik kurs dan indeks harga saham gabungan (IHSG) di Bursa Efek Indonesia (BEI) 2000–2013 (Master’s thesis, Universitas Diponegoro).

Robiyanto, R., Hadiyatno, D., Sudjinan, S., & Ernayani, R. (2019). Gold and capital market in Indonesia: A preview on strategy of hedging and diversification. Journal of International Studies, 12(2), 117–128. https://doi.org/10.14254/2071-8330.2019/12-2/7

Suseno, A. M., & Agusalim, L. (2024). Hubungan suku bunga dan inflasi: Studi empiris di Indonesia. Journal of Economic, Management and Entrepreneurship, 2(3), 122–131. https://doi.org/10.61502/jemes.v2i3.104

Widiarsih, D., & Romanda, R. (2020). Analisis faktor-faktor yang mempengaruhi inflasi di Indonesia tahun 2015–2019 dengan pendekatan error correction model (ECM). Jurnal Akuntansi dan Ekonomika, 10(1), 119–128. https://doi.org/10.37859/jae.v10i1.1917

Yousaf, I., Bouri, E., Ali, S., & Azoury, N. (2021). Gold against Asian stock markets during the COVID-19 outbreak. Journal of Risk and Financial Management, 14(4), 186. https://doi.org/10.3390/jrfm14040186

Zhou, H., & Liang, C. (2025). Geopolitical risk and gold price bubbles. Review of Accounting and Finance, 24(3), 353–374. https://doi.org/10.1108/RAF-09-2024-0369

Zhu, Y., Fan, J., & Tucker, J. (2018). The impact of monetary policy on gold price dynamics. Research in International Business and Finance, 44, 319–331. https://doi.org/10.1016/j.ribaf.2017.07.100

Zuhri, I. (2025). Analisis pengaruh variabel makro ekonomi terhadap indeks saham syariah Indonesia (ISSI) periode 2018–2024 (Master’s thesis, Universitas Islam Negeri Maulana Malik Ibrahim).

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Published

2026-04-01

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