Responsiveness of Volatility Analysis of the Jakarta Islamic Index on Macroeconomic Variables

Eni Susanti, Ratno Agriyanto, Musahadi Musahadi, Saifudin Zuhri

Abstract


This study aims to analyze the influence and response of the Jakarta Islamic Index (JII) volatility to changes in macroeconomic variables. VECM was used to examine the long-and short-term effects, while IRF was used to analyze the JII response. Data were obtained from BPS, BI, and Yahoo Finance monthly from 2015-2020 using global macroeconomic fiscal variables, including inflation, BI and Exchange Rates, Industrial Production Index, World Oil Price, Malaysia Hijrah Shariah Index, and DJIM Malaysia Titan 25 Index. The results show that JII is influenced by inflation variables, BI rate, IPI, OP, MHS, and DJIM in the long term but not the exchange rate. Furthermore, it is influenced by BI rate, IPI, OP, MHS, and DJIM in the short term, while the exchange rate and inflation have no significant effect. Macroeconomic variable shock influence JII by 52,27% while the rest is influenced by other variables outside the model. This research implies that the JII index is very sensit ive to economic changes.


Keywords


macroeconomic variables; VECM; IRF; JII Index

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References


Agriyanto, R. (2015). Redefining Objective of Islamic Banking; Stakeholders Perspective in Indonesia. Economica: Jurnal Ekonomi Islam, 6(2), 77–90. https://doi.org/https://doi.org/10.21580/economica.2015.6.2.795.

Akbar, R. A., Rusgiyono, A., & Tarno. (2016). Analisis Integrasi Pasar Bawang Merah Menggunakan Metode Vector Error Correction Model (VECM) (Studi Kasus: Harga Bawang Merah di Provinsi Jawa Tengah). Jurnal Gaussian, 5(4), 811–820. https://doi.org/10.14710/j.gauss.v5i4.17110.

Al-Majali, A. A., & Al-Assaf, G. I. (2014). Long-Run and Short-Run Relationship between Stock Market Index and Main Macroeconomic Variables Performance in Jordan. European Scientific Journal, 10(10), 156–171.

Alfuadi, M. U. A. (2019). Analisis Dampak Harga Emas Dunia, Harga Minyak Dunia, Indeks Harga Konsumen (IHK), dan BI Rate terhadap Jakarta Islamic Index. Journal of Enterprise and Development, 1(2), 7–20.

Andriana, D. (2015). Pengaruh Nilai Tukar terhadap Harga Saham Setelah Initial Public Offering (IPO). Jurnal Riset Akuntansi dan Keuangan, 3(3), 761–767. https://doi.org/10.17509/jrak.v3i3.6619.

Antonio, M. S., Hafidhoh, & Fauzi, H. (2013). Volatilitas Pasar Modal Syariah dan Indikator Makro Ekonomi: Studi Banding Malaysia dan Indonesia. Jurnal Liquidity: Jurnal Riset Akuntansi dan Manajemen, 2(1), 1–12. https://doi.org/10.32546/lq.v2i1.124.

Ardana, Y. (2016). Pengaruh Variabel Makroekonomi terhadap Indeks Saham Syariah di Indonesia: Model ECM. Esensi: Jurnal Bisnis dan Manajemen, 6(1), 17-28. https://doi.org/10.15408/ess.v6i1.3118.

Ash-Shiddiqy, M. (2019). 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(1), 39–50. https://doi.org/DOI: 10.14421/panangkaran.2019.0301-03.

Basuki, A. T., & Prawoto, N. (2017). Analisis Regresi dalam Penelitian Ekonomi dan Bisnis (1st ed.). Depok: PT. Raja Grafindo Persada.

Beik, I. S., & Fatmawati, S. W. (2014). Pengaruh Indeks Harga Saham Syariah Internasional dan Variabel Makro Ekonomi terhadap Jakarta Islamic Index. Al-Iqtishad, 6(2), 155–178. https://doi.org/10.15408/aiq.v6i2.1228.

Blanchard, O. J. (2006). Macroeconomic (4th ed.). New Jersey: Pearson Prentice Hall.

Chun, O. P., Arsad, Z., & Huen, T. B. (2015). Dynamic Relationship between Stock Prices and Economic Variables in Malaysia. AIP Conference Proceeding 1605, 822–827. https://doi.org/10.1063/1.4887696.

Enders, W. (2004). Applied Econometric Time Series (2nd ed.). New Jersey: John Wiley & Sons Inc.

Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486.

Faraga, F., Chabachib, M., & Muharam, H. (2012). Analisis Pengaruh Harga Minyak dan Harga Emas terhadap Hubungan Timbal-Balik Kurs dan Indek Harga Saham Gabungan (IHSG) di Bursa Efek Indonesia (BEI) 2000-2013. Jurnal Bisnis Strategi, 21(1), 72–94. https://doi.org/10.14710/jbs.21.1.72-94.

Febrina, R. S., Sumiati, & Ratnawati, K. (2018). Pengaruh Variabel Makroekonomi dan Harga Saham Asing terhadap Indeks Harga Saham Gabungan. Jurnal Bisnis dan Manajemen, 5(1), 118–126. https://doi.org/10.26905/jbm.v5i1.2321.

Fitriany. (2012). Analisa Pengaruh Krisis Global Financial terhadap Jakarta Islamic Index (JII) dan Indeks Harga Saham gabungan (ISHG). Jurnal Ekonomi dan Keuangan Islam, 2(1), 1–12.

Gujarati, D. N., & Porter, D. C. (2012). Dasar-Dasar Ekonometrika Edisi 5-Buku 2 (5th ed.). Jakarta: Salemba Empat.

Habiburrahman. (2015). Analisis Pengaruh Nilai Tukar Rupiah dan Inflasi terhadap Indeks Harga Saham Sektor Properti di Bursa Efek Indonesia. Jurnal Manajemen dan Bisnis, 5(2), 112–129.

Harsono, A. R., & Worokinasih, S. (2018). Pengaruh Inflasi, Suku Bunga, dan Nilai Tukar Rupiah terhadap Indeks Harga Saham Gabungan (Studi pada Bursa Efek Indonesia Periode 2013-2017). Jurnal Administrasi Bisnis, 60(2), 102–110.

Hartono, J. (2010). Teori Portofolio dan Analisis Investasi (Edisi Sepuluh). Yogyakarta: BPFE.

Hussin, M. Y. M., Muhammad, F., Abu, M. F., & Awang, S. A. (2012). Macroeconomic Variables and Malaysian Islamic Stock Market: A Time Series Analysis. Journal of Bussiness Studies Quarterly, 3(4), 1–13.

Jayanti, Y., Darminto, & Sudjana, N. (2014). Pengaruh Tingkat Inflasi, Tingkat Suku Bunga SBI, Nilai Tukar Rupiah, Index Dow Jones, dan Indeks KLSE terhadap Indeks Harga Saham Gabungan (IHSG): Studi pada Bursa Efek Indonesia Periode Januari 2010 - Desember 2013. Jurnal Administrasi Bisnis, 11(1), 1–10.

Kelikume, I., & Muritala, O. (2019). The Impact of Changes in Oil Price on Stock Market : Evidence from Africa. International Journal of Management, Economics and Social Sciences, 8(3), 169–194. https://doi.org/http://dx.doi.org/10.32327/IJMESS/8.3.2019.11.

Kurniawan, A., Alia, F., & Apriyani, M. (2019). Pengaruh Dow Jones Islamic World Malaysia Index dan Dow Jones Islamic Market Japan terhadap Indeks Saham Syariah Indonesia (Periode Januari 2013-Desember 2017). Finansia: Jurnal Akuntansi dan Perbankan Syariah, 2(1), 93–106. https://doi.org/10.32332/finansia.v2i01.1543.

Lubis, I. (2017). Pengaruh Makro Ekonomi terhadap Pasar Saham Liquid di Indonesia. Jurnal Mandiri: Ilmu Pengetahuan, Seni, dan Teknologi, 1(1), 57–67. https://doi.org/10.33753/mandiri.v1i1.9.

Mankiw, N. G. (2006). Makro Ekonomi. Jakarta: Erlangga.

Nurlina. (2017). Pengaruh Nilai Tukar dan Suku Bunga terhadap Harga Saham PT. Bank Rakyat Indonesia Tbk. Jurnal Samudra Ekonomika, 1(1), 33–41. https://doi.org/10.1234/jse.v1i1.64.

Pantas, P. E. (2017). Guncangan Variabel Makroekonomi terhadap Jakarta Islamic Index (JII). Cakrawala: Jurnal Studi Islam, 12(1), 28–43. https://doi.org/10.31603/cakrawala.v12i1.1662.

Pratama, Y. C. (2012). Analisis Responsivitas Bursa Syariah oleh Variabel Makro Ekonomi. Al-Iqtishad: Jurnal Ilmu Ekonomi Syariah, 4(2), 259-270. 10.15408/aiq.v4i2.2548.

Putri, A. (2018). Analisis Pengaruh Variabel Makroekonomi terhadap Perkembangan Indeks Saham Syariah Indonesia (ISSI). Skripsi. Bogor: Institut Pertanian Bogor.

Rigobon, R., & Sack, B. (2004). The Impact of Monetary Policy on Asset Prices. Journal of Monetary Economics, 51(8), 1553–1575. https://doi.org/doi:10.1016/j.jmoneco.2004.02.004.

Rozalinda. (2015). Ekonomi Islam: Teori dan Aplikasinya pada Aktifitas Ekonomi. Depok: PT. Rajawali Press.

Rusbariand, S. P., Masodah., Riskayanto., & Herawati, S. (2012). Analisis Pengaruh Tingkat Inflasi, Harga Minyak Dunia, Harga Emas Dunia, dan Kurs Rupiah terhadap Pergerakan Jakarta Islamic Index di Bursa Efek Indonesia. Prosiding Seminar Nasional Forum Bisnis dan Keuangan I, 724-740.

Sakti, M. R. P., & Harun, M. Y. (2013). Relationship between Islamic Stock Prices and Macroeconomic Variables: Evidence from Jakarta Stock Exchange Islamic Index. Global Review of Islamic Economics and Business, 1(1), 71–84. https://doi.org/10.14421/grieb.2013.011-06.

Setiawan, M. A. (2019). Analisis Pengaruh Dow Jones Islamic Market Asia/Pacific Ex-Japan (DJIP2), Dow Jones Arabia Titans 50 (DJARB50), Harga Emas Dunia, dan Nilai Kurs Terhadap JII Tahun 2016-2018. Li Falah: Journal of Islamic Economics and Business Studies, 4(1), 64–78. https://doi.org/DOI: 10.31332/lifalah.v4i1.1343.

Shanmugam, B., & Zahari, Z. R. (2009). A Primer on Islamic Finance. Research Foundation of CFA Institute. https://doi.org/http://www.tandfonline.com/doi/abs/10.2753/REE1540-496X500211.

Shofiyullah, N. F. (2014). Komparasi Jakarta Islamic Index dan FTSE Bursa Malaysia Hijrah Shariah Index. Jurnal Bisnis dan Manajemen, 14(2), 19–34. https://doi.org/10.20961/jbm.v14i2.4122.

Simbolon, L., & Purwanto. (2018). The Influence of Macroeconomic Factors on Stock Price: The Case of Real Estate and Property Companies. Kensinger, J.W. (Ed.) Global Tensions in Financial Markets (Research in Finance, Vol. 34), Emerald Publishing Limited, Bingley, 19-39. https://doi.org/10.1108/S0196-382120170000034010.

Sutawijaya, A., & Zulfahmi. (2012). Pengaruh Faktor-Faktor Ekonomi Terhadap Inflasi di Indonesia. Jurnal Organisasi dan Manajemen, 8(2), 85–101.

Widarjono, A. (2005). Ekonometrika: Teori dan Aplikasi untuk Ekonomi dan Bisnis. Yogyakarta: Ekonisia Fakultas Ekonomi Universitas Islam Indonesia.

Wulandari, W., Herlina, D., & Chendrawan, T. S. (2019). Dampak Kurs, SBI, Inflasi dan Indeks NIKKEI 225 terhadap Indeks Harga Saham Gabungan di Bursa Efek Indonesia. JEQu, 9(2), 131–155. http://dx.doi.org/10.35448/jequ.v2i2.7164.




DOI: https://doi.org/10.18326/muqtasid.v12i1.32-48

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