The Analysis of Macroeconomic Factors in The Sharia Stock Index Performance: Comparison Between Indonesia and Malaysia
Abstract
This study aims to determine the effect of macroeconomic factors on the performance of the Sharia stock index in Indonesia and Malaysia during 2013-2018. The data source for this study is secondary. The data was collected using documentation and analysed using several linear regressions with the EVIEWS 8 program. The results of this study are that the exchange rate does not affect the performance of the Sharia stock index in Indonesia. In contrast, the exchange rate harms the performance of the Sharia stock index in Malaysia, meaning that the negative effect is supported when the currency depreciates, so that it will increase exports carried out by exporting companies. Inflation does not affect the performance of the Sharia stock index in Indonesia. However, in Malaysia, inflation positively affects the performance of the Sharia stock index, meaning that increasing inflation will increase the stock price index. Interest rates and production indexes do not affect the performance of the Sharia stock index in Indonesia and Malaysia.
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Adiningtyas, D. T. (2018). Pengaruh Variabel Makroekonomi Terhadap Indeks Harga Saham Syariah (Studi Kasus Di Indonesia Dan Malaysia). ISLAMICONOMIC: Jurnal Ekonomi Islam, 9(2), 151–172. https://doi.org/10.32678/ijei.v9i2.91
Agestiani, A., & Sutanto, H. A. (2019). Pengaruh Indikator Makro Dan Harga Emas Dunia Terhadap Indeks Harga Saham Syariah (Jakarta Islamic Index). ECONBANK: Journal of Economics and Banking, 1(1), 26–38. https://doi.org/10.35829/econbank.v1i1.1
Alam, N., & Rizvi, S. A. R. (2016). Islamic capital market: Volatility, performance, and stability (1st ed.). Palgrave Macmillan.
Amarasinghe, A. A. M. D. (2016). A Study on the Impact of Industrial Production Index (IPI) to Beverage, Food and Tobacco Sector Index with Special Reference to Colombo Stock Exchange. Procedia Food Science, 6(Icsusl 2015), 275–278. https://doi.org/10.1016/j.profoo.2016.02.054
Apituley, M. R. (2018). the Effect of Rupiah Exchange Rate and Inflation Rate Towards Composite Stock Price Index in Indonesia Stock Exchange. Russian Journal of Agricultural and Socio-Economic Sciences, 78(6), 53–58. https://doi.org/10.18551/rjoas.2018-06.05
Araújo, F., Pereira, A. C., Mota, G. F., Latorre, M. do R. D. O., Krieger, J. E., & Mansur, A. J. (2004). he influence of tumor necrosis factor -308 and C-reactive protein G1059C gene variants on serum concentration of C-reactive protein: evidence for an age-dependent association. Clinica Chimica Acta; International Journal of Clinical Chemistry, 349(1–2), 129–134.
Ardana, Y. (2016). Variabel Makroekonomi Terhadap Indeks Saham Syariah Indonesia (Periode Mei 2011-September 2015 Dengan Model Ecm). Media Trend, 11(2), 117. https://doi.org/10.21107/mediatrend.v11i2.1441
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
Assefa, T. A., & Mollick, A. V. (2017). Financial Development and Economic Growth in Africa. Journal of African Business, 18(3), 320–339. https://doi.org/10.1080/15228916.2017.1301162
Beik, I. S., & Fatmawati, S. W. (2014). Pengaruh Indeks Harga Saham Syariah Internasional dan Variabel Makro Ekonomi Terhadap Jakarta Islamic Index. Al-Iqtishad: Jurnal Ilmu Ekonomi Syariah, 6(2), 155–178. https://doi.org/10.15408/aiq.v6i2.1228
Ben Bouheni, F., Ammi, C., & Levy, A. (2016). Banking Governance. Banking Governance, Performance and RiskTaking, 31(4), 29–50. https://doi.org/10.1002/9781119361480.ch2
Blair, B., Poon, S. H., & Taylor, S. J. (2002). Asymmetric and crash effects in stock volatility for the S&P 100 index and its constituents. Applied Financial Economics, 12(5), 319–329. https://doi.org/10.1080/09603100110090154
Bolton, A. H. (1962). Price Inflation, Monetary Inflation, and Stock Prices. Financial Analysts Journal, 18(1), 55–62. https://doi.org/10.2469/faj.v18.n1.55
Boyd, J. H., Levine, R., & Smith, B. D. (2001). The impact of inflation on financial sector performance. Journal of Monetary Econo, 47(2001), 221–248.
Brand, C. (2001). Money Stock Control and Inflation Targeting in Germany.
Campbell, J. Y., & Vuolteenaho, T. (2004). Inflation illusion and stock prices. American Economic Review, 94(2), 19–23. https://doi.org/10.1257/0002828041301533
Choi, K.-H., Jiang, Z.-H., Kang, S. H., & Yoon, S.-M. (2012). Relationship between Trading Volume and Asymmetric Volatility in the Korean Stock Market. Modern Economy, 03(05), 584–589. https://doi.org/10.4236/me.2012.35077
Choi, K.-H., & Yoon, S.-M. (2015). The Effect of Money Supply on the Volatility of Korean Stock Market. Modern Economy, 06(05), 535–543. https://doi.org/10.4236/me.2015.65052
Cifter, A. (2015). Stock returns, inflation, and real activity in developing countries: A markov-switching approach. Panoeconomicus, 62(1), 55–76. https://doi.org/10.2298/PAN1501055C
Devkota, M. L., & Panta, H. (2018). An Inquiry into the Effect of the Interest Rate, Gold Price, and the Exchange Rate on Stock Exchange Index: Evidence from Nepal. Dynamic Econometric Models, 18, 49. https://doi.org/10.12775/dem.2018.003
Deyshappriya, N. P. R. (2017). Impact of Macroeconomic in Asian Countries. (696).
Dooty, E. N., & Islam, M. S. (2014). Investment Performance of Islamic Bank: An Empirical Study. Asian Business Review, 4(1), 37–40. https://doi.org/10.18034/abr.v4i1.71
Fama, E. F. (1990). Stock Returns, Expected Returns, and Real Activity. The Journal of Finance, 45(4), 1089–1108. https://doi.org/10.1111/j.1540-6261.1990.tb02428.x
Fama, E. F., & Gibbons, M. R. (1982). Inflation, real returns and capital investment. Journal of Monetary Economics, 9(3), 297–323. https://doi.org/10.1016/0304-3932(82)90021-6
Feldstein, M. (1978). Inflation and the stock market.
Gautam, R. (2017). Impact of firm specific variables on stock price volatility and stock returns of nepalese commercial Banks. SAARJ Journal on Banking & Insurance Research, 6(6), 10. https://doi.org/10.5958/2319-1422.2017.00027.3
Handayani, W., & Oktavia, S. (2018). Effect of Rupiah Exchange Rate, GDP Growth, and Dow Jones Index on Composite Stock Price Index in Indonesia Stock Exchange. Journal of Accounting and Strategic Finance, 1(01), 23–32. https://doi.org/10.33005/jasf.v1i01.24
Hardaker, G., & Singh, G. (2011). The adoption and diffusion of eLearning in UK universities: A comparative case study using Giddens’s Theory of Structuration. Campus-Wide Information Systems, 28(4), 221–233. https://doi.org/10.1108/10650741111162707
Irawan, A., & Warjiyo, P. (2007). Analisis Perilaku Instabilitas Perekonomian Indonesia: Pendekatan Keterkaitan Ekonomi Makro, Perdagangan Internasional Dan Sektor Pertanian. Buletin Ekonomi Moneter Dan Perbankan, 8(3), 1–43. https://doi.org/10.21098/bemp.v8i3.137
Isa, N. M., Hasan, Z., & Abdullah, A. Bin. (2012). Relationship between macroeconomic variables and Malaysia available Shariah Indices. CHUSER 2012 - 2012 IEEE Colloquium on Humanities, Science and Engineering Research, (September 2015), 227–232. https://doi.org/10.1109/CHUSER.2012.6504315
Itang, I. (2014). Kebijakan Pemerintah Tentang Lembaga Keuangan Syariah Era Reformasi. AHKAM : Jurnal Ilmu Syariah, 14(2), 213–224. https://doi.org/10.15408/ajis.v14i2.1280
Jabarin, M., Nour, A., & Atout, S. (2019). Impact of macroeconomic factors and political events on the market index returns at Palestine and Amman stock markets (2011-2017). Investment Management and Financial Innovations, 16(4), 156–167. https://doi.org/10.21511/imfi.16(4).2019.14
Jones, P. M., Olson, E., & Wohar, M. E. (2017). A Reexamination of Real Stock Returns, Real Interest Rates, Real Activity, and Inflation: Evidence from a Large Data Set. Financial Review, 52(3), 405–433. https://doi.org/10.1111/fire.12137
Kasman, S., Vardar, G., & Tunç, G. (2011). The impact of interest rate and exchange rate volatility on banks’ stock returns and volatility: Evidence from Turkey. Economic Modelling, 28(3), 1328–1334. https://doi.org/10.1016/j.econmod.2011.01.015
Kewal, S. S. (2012). Pengaruh inflasi, suku bunga, kurs, dan pertumbuhan pdb terhadap indeks harga saham gabungan. Jurnal Economia, 8(1), 53–64.
Mandelker, G., & Tandon, K. (1985). Common stock returns, real activity, money, and inflation: Some international evidence. Journal of International Money and Finance, 4(2), 267–286. https://doi.org/10.1016/0261-5606(85)90048-8
Mohamad, A. S., Hussin, M. Y. M., & Razak, A. A. (2012). Does Islamic Interbank Rate Influence Bank Characteristics and Economic Cycle in Malaysian Monetary Transmission? Asian Journal of Finance & Accounting, 4(2), 131–143. https://doi.org/10.5296/ajfa.v4i2.1813
Mollick, A. V., & Assefa, T. A. (2013). U.S. stock returns and oil prices: The tale from daily data and the 2008-2009 financial crisis. Energy Economics, 36(July 2009), 1–18. https://doi.org/10.1016/j.eneco.2012.11.021
Muhammad, A. A. (2019). Analisis Pembentukan Portofolio Optimal Syariah Pada Jakarta Islamic Index Di Bursa Efek Indonesia. Develop, 3(1), 1. https://doi.org/10.25139/dev.v3i1.1525
Muktadir-al-Mukit, D. (2013). Effects of Interest Rate and Exchange Rate on Volatility of Market Index at Dhaka Stock Exchange. Journal of Business and Technology (Dhaka), 7(2), 1–18. https://doi.org/10.3329/jbt.v7i2.16451
Omran, M., & Pointon, J. (2001). Does the inflation rate affect the performance of the stock market? the case of Egypt. Emerging Markets Review, 2(3), 263–279. https://doi.org/10.1016/S1566-0141(01)00020-6
Phaneuf, L., Sims, E. R., Gardy Victor, J., & Victor, J. G. (2015). Nber Working Paper Series Inflation, Output, and Markup Dynamics With Forward-Looking Wage and Price Setters. Retrieved from http://www.nber.org/papers/w21599
Pindyck, R. S., Abel, A., Black, F., Bodie, Z., Friedman, B., Holland, D., … Ruback, R. (1984). Risk, Inflation and Stock Market. American Economic Review, 74(1186), 335–351.
Poon, S. H., & Taylor, S. J. (1992). Stock returns and volatility: An empirical study of the UK stock market. Journal of Banking and Finance, 16(1), 37–59. https://doi.org/10.1016/0378-4266(92)90077-D
Pratama, B., Ahman, E., & Mediawati, E. (2018). Vector Autoregression Analysis on Inflation Rate, Interest Rate and Rupiah Exchange Rate with Indonesia Sharia Stock Index. (Iciebp 2017), 87–91. https://doi.org/10.5220/0007077300870091
Ross, S. A. (1976). The arbitrage theory of capital asset pricing (Working Paper Version). Journal of Economic Theory, 13(3), 341–360. Retrieved from http://www.investmentanomalies.com/articles/031.pdf
Santoso, N. T., Ningsih, R. M., & Paramitha, R. P. (2018). Determinants of Islamic Social Reporting Disclosure: The Case of Jakarta Islamic Index. State-of-the-Art Theories and Empirical Evidence, 27–39. https://doi.org/10.1007/978-981-10-6926-0_2
Saragih, A. N., & Sirait, K. H. (2015). Pengaruh Makro Ekonomi Terhadap Indeks Harga Saham Empat Negara Di Asia Tenggara Periode 2003-2013. Media Ekonomi, 23(3), 167. https://doi.org/10.25105/me.v23i3.3517
Setiawanta, Y., & Hakim, M. A. (2019). Apakah sinyal kinerja keuangan masih terkonfirmasi? : Studi empiris lembaga keuangan di PT. BEI. Jurnal Ekonomi Dan Bisnis, 22(2), 289–312. https://doi.org/10.24914/jeb.v22i2.2048
Shanken, J., & Weinstein, M. I. (2006). Economic forces and the stock market revisited. Journal of Empirical Finance, 13(2), 129–144. https://doi.org/10.1016/j.jempfin.2005.09.001
Stock, J. H., Watson, M. W., Barnier, B., Detmeister, A., Dolmas, J., Dynan, K., … Williams, J. (2019). Nber Working Paper Series Slack and Cyclically Sensitive Inflation. Retrieved from http://www.nber.org/papers/w25987
Sukmana, R. (2018). Macroeconomic Variables and Stock Indices (Islamic and Conventional): Evidence from Indonesia. (Iciebp 2017), 83–86. https://doi.org/10.5220/0007077200830086
Vikaliana, R. (2018). Effect of Inflation, Interest Rate / Bi Rate, and Rupiah Exchange Rate on Indonesian Composite Index (Idx) At Indonesian Stock Exchange (Ise). The Management Journal of Binaniaga, 2(01), 41. https://doi.org/10.33062/mjb.v2i01.54
Wang, W. T., & Wang, C. C. (2009). An empirical study of instructor adoption of web-based learning systems. Computers and Education, 53(3), 761–774. https://doi.org/10.1016/j.compedu.2009.02.021
Yunzhong, L. (2011). Exchange rate and stock index volatility: Empirical evidence from China. BMEI 2011 - Proceedings 2011 International Conference on Business Management and Electronic Information, 1, 134–138. https://doi.org/10.1109/ICBMEI.2011.5916891
Yusof, R., & Majid, M. (2007). Stock Market Volatility Transmission in Malaysia: Islamic Versus Conventional Stock Marketتأثير التقلبات في البورصة الماليزية: مقارنة سوق البورصة التقليدية بالإسلامية. Journal of King Abdulaziz University-Islamic Economics, 20(2), 19–40. https://doi.org/10.4197/islec.20-2.2
Zhao, W., Azali, M., Karbhari, Y., & Lau, W. T. (2018). Stock market linkage and impact of the sub-prime mortgage crisis: Evidence from Mainland China and Hong Kong. International Journal of Economics and Management, 12(Special Issue 2), 619–631.