THE EFFECT OF MACROECONOMIC VARIABLES IN PREDICTING INDONESIAN SHARIA STOCK INDEX
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ABSTRACT
This study examines the impact of macroeconomic variables, namely the exchange rate, interest rates, industrial production index, SBIS and inflation on the Indonesian Islamic stock index. This study uses monthly data from May 2011 to December 2018. This research is a quantitative study that applies the Johansen Cointegration Test and Vector Error Correction Model to see the long-term impact and shock response on certain variables. The findings indicate the existence of short-term and long-term causality between macroeconomic variables and the Indonesian Islamic stock index. Especially in the long run, industrial production index and inflation have a significant effect on ISSI, while the exchange rate, interest rates and SBIS have no significant effect on ISSI. IRF results show that the response of each variable and stable at different times. The ISSI response experienced a positive shock that occurred in the industrial production index and inflation. On the other hand, the exchange rate, the Bungan rate and SBIS were responded negatively by ISSI.Abugri, B. A. (2008). Empirical relationship between macroeconomic volatility and stock returns: Evidence from Latin American markets. International Review of Financal Analysis, 17, 396–410.
Avdalovic, Snezana Milosevic & Milenkovic, Ivan (2017). Impact of Company Performances on The Stock Price: An Empirical Analysis on Select Companies in Serbia.Economics of Agriculture. vol 2. 561-570.
Antonakakis, N., Gupta, R., and Tiwari, A. K. (2017). Research in International Business and Finance Has the correlation of inflation and stock prices changed in the United States over the last two centuries ? ☆. Research in International Business and Finance, 42(July2016),1–8
Asmy, M, et al. 2010. Effects of Macroeconomic Variables on Stock Prices in Malaysia: An Approach of Error Correction Model. MPRA Paper. No.20970.
Asprem, M. (1989). Stock prices, asset portfolios and macroeconomic variables in ten European countries. Journal of Banking and Finance, 13(4–5), 589–612. https://doi.org/10.1016/0378-4266(89)90032-0.
Beik, Irfan Syauqi and Fatmawati, Sri Wulan, 2014. Pengaruh Indeks Harga Saham Syariah Internasional dan Variabel Makro Ekonomi Terhadap Jakarta Islamic Index. Al-Iqtishad: Vol.VI No. 2.
Bekhet, H.A. and M.I. Mugableh. 2012. Investigating Equilibrium Relationship between Macroeconomic Variables and Malaysian Stock Market Index through Bounds Tests Approach. International Journal of Economics and Finance. Vol.4 No.10.
Boediono, 2014. Ekonomi Moneter Edisi ketiga, Yogyakarta: BPFE-Yogyakarta.
Fama, E.F., 1981. Stock returns, real activity, inflation and money. Am. Econ. Rev. 71,545–565.
Habibullah, M.S. and Baharumshah, A.Z. 1996, Money, output and stock prices in Malaysia: an application of the cointegration tests, International Economic Journal, Vol. 10 No. 2, pp. 121-30.
Hammoudeh, S., Mensi, W., Reboredo, J. C., & Nguyen, D. K. (2014). Dynamic dependence of the global Islamic equity index with global conventional equity market indices and risk factors. Pacific Basin Finance Journal, 30, 189–206. https: // doi. org/ 10.1016/ j.pacfin. 2014.10.001.
Hosseini, SM, et.al. 2011. The Role of Macroeconomic Variables on Stock Market Index in China and India. International Journal of Economics and Finance. Vol.3 No.6.
Huda, Nurul dan Mustafa Edwin Nasution. 2008. Investasi Pada Pasar Modal Syariah.
Hussainey, Khaled and Le Khan Ngoc. 2009. The impact of macroeconomic indicators on Vietnamese stock prices. The Journal of Risk Finance Vol. 10 No. 4, 2009 pp. 321-332.
Ibrahim, M. H and Wan Yusoff, wan sulaiman. 2001. Macroeconomic Variables, exchange rate and stock price: A Malaysia Perspective, IIUM Journal Pf Economics and Management 9, no. 2, 141-163.
Jareno, Francisco and Negrut, Loredana. 2016. US Stock Market And Macroeconomic Factors. The Journal of Applied Business Research. Vol 32, No.1.
Kwon, C.S. and Shin, T.S. 1999, Cointegration and causality between macroeconomic variables and stock market returns, Global Finance Journal, Vol. 10 No. 1, pp. 71-81.
Masrizal., Mustafa, M,U., Herianingrum,S. (2019). Macroeconomic Determinance of Jakarta Islamic Index. The 2nd International Conference on Islamic Economics, Business, and Philanthropy (ICIEBP) Theme: "Sustainability and Socio Economic Growth”, KnE Social Sciences, pages 510–524. DOI 10.18502/kss.v3i13.4227.
Maysami, R.C. and Koh, T.S. 2000, A vector error correction model of the Singapore stock market, International Review of Economics and Finance, Vol. 9 No. 1, pp. 79-96
Mishkin, F. (2008). Ekonomi Uang, Perbankan dan Pasar Keuangan (8th ed.). Jakarta: Salemba Empat.
Mookerjee, R. and Yu, Q. 1997, Macroeconomic variables and stock prices in a small open economy: the case of Singapore, Pacific-Basin Finance Journal, Vol. 5 No. 3, pp. 377-88.
Naifar, N. (2016). Do global risk factors and macroeconomic conditions affect global Islamic index dynamics? A quantile regression approach. Quarterly Review of Economics and Finance, 61, 29–39. https://doi.org/10.1016/j.qref.2015.10.004.
Peiro, Amado. 2016. Stock prices and macroeconomic factors: Some European evidence, international review of economics and finance, 41 287–294.
Roubaud, D., and Arouri, M. (2018). Oil prices , exchange rates and stock markets underuncertainty and regime-switching. Finance Research Letters, (July 2017), 0–1.
Sakti, M., & Harun, Y. (2013). Relationship between Islamis 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.
Shin, W. K &Thaker, H.M.T (2017), Macroeconomic Variables, Financial Ratios and Property Stock Prices in Malaysia, International Journal Of Business and Innovation 3 (1).
Silvio John Camilleri., Nicolanne Scicluna.,Ye Bai., (2019) do stock markets lead or lag macroeconomic variables? evidence from select european countries. north american journal of economics and finance 48 (2019) 170–186.
Suciningtias, S. A., & Khoiroh, R. (2015). Analisis Dampak Variabel Makro Ekonomi Terhadap Indeks Saham Syariah Indonesia (Issi). Conference In Business, Accounting, And Management (CBAM), 2(1), 398–412. Retrieved from http://jurnal.unissula.ac.id/index.php/cbam/article/view/323/270.
Sugiyono. 2015. Statistika Untuk Penelitian. Bandung: Alfabeta.
Wisnu Wardana, Wisnu et al (2011), Pasar Modal Syariah dan Krisis Keuangan Global, Iqtishodia Jurnal Ekonomi Islam Republika.
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