Impact of COVID-19 and Macroeconomic Factors on Sharia Stock Market Performance
A Case Study of Indonesia
DOI:
https://doi.org/10.58968/eii.v3i1.41Keywords:
Covid-19, Islamic stock, Macroeconomic, Indonesia, Shariah stockAbstract
Macroeconomic variables strongly influence investment decisions because macroeconomic variables can affect the stock market according to the country's economic conditions and government policies. The Covid-19 pandemic has harmed the economy of almost all countries in the world, including Indonesia. This study explores the effect of Covid-19 and various macroeconomic variables on Islamic stock prices in Indonesia, namely the Jakarta Islamic Index (JII), by analyzing monthly data from 2015 to 2020. This study uses the Vector Error Correction Model (VECM) to investigate the short-term and long-term effects of each macroeconomic variable and international stock index to the JII index. The results showed that the Covid-19 dummy variable significantly impacts the JII index in the short term. Meanwhile, inflation, exchange rates, money supply, the United States S&P 500 index, China's SSE index, and the Covid-19 dummy variable significantly affect the JII index in the long term. Long-term results show that inflation, exchange rates, the United States S&P 500 index, and the Covid-19 dummy variable harm the JII index. On the other hand, the money supply and China's SSE Index positively affect the JII index. This study confirms that Covid-19 can affect the decline in the Islamic stock index in Indonesia, at least the results of this study can be used as material for discussion and research on the economic impact of the Covid-19 pandemic by providing empirical evidence that the pandemic has a restrictive effect on the performance of the Islamic stock market in Indonesia.
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References
Adam, A. M., & Tweneboah, G. (2011). Macroeconomic Factors and Stock Market Movement: Evidence from Ghana. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1289842
Al-Awadhi, A. M., Alsaifi, K., Al-Awadhi, A., & Alhammadi, S. (2020). Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns. Journal of Behavioral and Experimental Finance, 27, 100326. https://doi.org/10.1016/j.jbef.2020.100326
Al-Tamimi, H. A. H., Alwan, A. A., & Rahman, A. A. A. (2011). Factors Affecting Stock Prices in the UAE Financial Markets. Journal of Transnational Management, 16(1), 3–19. https://doi.org/10.1080/15475778.2011.549441
Al Nasser, O. M., & Hajilee, M. (2016). Integration of emerging stock markets with global stock markets. Research in International Business and Finance, 36, 1–12. https://doi.org/10.1016/j.ribaf.2015.09.025
Anh, D. L. T., & Gan, C. (2020). The impact of the COVID-19 lockdown on stock market performance: evidence from Vietnam. Journal of Economic Studies. https://doi.org/10.1108/JES-06-2020-0312
Antonakakis, N., Gupta, R., & Tiwari, A. K. (2017). 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, 1–8. https://doi.org/10.1016/j.ribaf.2017.04.005
Baek, S., Mohanty, S. K., & Glambosky, M. (2020). COVID-19 and stock market volatility: An industry level analysis. Finance Research Letters, 37(July), 101748. https://doi.org/10.1016/j.frl.2020.101748
Bahrini, R., & Filfilan, A. (2020). Impact of the novel coronavirus on stock market returns: evidence from GCC countries. Quantitative Finance and Economics, 4(4), 640–652. https://doi.org/10.3934/qfe.2020029
Chang, B. H., Bhutto, N. A., Turi, J. A., Hashmi, S. M., & Gohar, R. (2020). Macroeconomic variables and stock indices: an asymmetric evidence from quantile ARDL model. South Asian Journal of Business Studies. https://doi.org/10.1108/SAJBS-09-2019-0161
Christiano, L., Ilut, C. L., Motto, R., & Rostagno, M. (2010). Monetary Policy and Stock Market Booms. Proceedings - Economic Policy Symposium - Jackson Hole, 85–145. Retrieved from http://www.nber.org/papers/w16402
He, Q., Liu, J., Wang, S., & Yu, J. (2020). The impact of COVID-19 on stock markets. Economic and Political Studies, 0(0), 1–14. https://doi.org/10.1080/20954816.2020.1757570
Ibrahim, Mohammad, & Mohammed. (2020). The Impact of COVID-19 Pandemic on Global Stock Markets: An Event Study. International Journal of Economics and Business Administration, VIII(Issue 4), 505–514. https://doi.org/10.35808/ijeba/602
Kalyanaraman, L., & Tuwajri, B. Al. (2014). Macroeconomic Forces and Stock Prices: Some Empirical Evidence from Saudi Arabia. International Journal of Financial Research, 5(1), 81–92. https://doi.org/10.5430/ijfr.v5n1p81
Kenani, J. M., Purnomo, J., & Maoni, F. (2013). The Impact of the Global Financial Crisis on the Integration of the Chinese and Indonesian Stock Markets. International Journal of Economics and Finance, 5(9), 69–81. https://doi.org/10.5539/ijef.v5n9p69
Khan, F., Muneer, S., & Anuar, M. A. (2013). Relationship between stock prices and economic variables: Sectoral analysis. Actual Problems of Economics, 143(5), 544–553.
Khan, J., & Khan, I. (2018). The Impact of Macroeconomic Variables on Stock Prices: A Case Study of Karachi Stock Exchange. Business and Economics Journal, 09(03), 2014–2015. https://doi.org/10.4172/2151-6219.1000365
Khan, K., Zhao, H., Zhang, H., Yang, H., Shah, M. H., & Jahanger, A. (2020). The impact of COVID-19 pandemic on stock markets: An empirical analysis of world major stock indices. Journal of Asian Finance, Economics and Business, 7(7), 463–474. https://doi.org/10.13106/jafeb.2020.vol7.no7.463
Kodres, L. (2020). Brakes or bans: protecting financial markets during a pandemic. Retrieved March 21, 2021, from https://voxeu.org/article/brakes-or-bans-protecting-financial-markets-during-pandemic
Majid, M. S. A., Meera, A. K. M., Omar, M. A., & Aziz, H. A. (2009). Dynamic linkages among ASEAN-5 emerging stock markets. International Journal of Emerging Markets, 4(2), 160–184. https://doi.org/10.1108/17468800910945783
Peiró, A. (2016). Stock prices and macroeconomic factors: Some European evidence. International Review of Economics and Finance, 41, 287–294. https://doi.org/10.1016/j.iref.2015.08.004
Perera, A., & Wickramanayake, J. (2012). Financial integration in selected South Asian countries. South Asian Journal of Global Business Research, 1(2), 210–237. https://doi.org/10.1108/20454451211252741
Price Water House Coopers. (2009). Shariah-compliant funds: A whole new world of investment. Retrieved March 21, 2021, from https://www.pwc.com/gx/en/financial-services/islamic-finance-programme/assets/shariah-compliant-funds.pdf
Qamri, G. M., Abrar-ul-haq, M., & Akram, F. (2015). The Impact of Inflation on Stock Prices: Evidence from Pakistan. Microeconomics and Macroeconomics, 3(4), 83–88. https://doi.org/10.5923/j.m2economics.20150304.01
Rachmawati, M., & Laila, N. (2015). Faktor Makro Ekonomi Yang Mempengaruhi Pergerakan Harga Saham Pada Indeks Saham Syariah Indonesia (ISSI) di Bursa Efek Indonesia (BEI). Jurnal Ekonomi Syariah Teori Dan Terapan, 2(11), 928. https://doi.org/10.20473/vol2iss201511pp928-942
Szczygielski, J. J., Bwanya, P. R., Charteris, A., & Brzeszczyński, J. (2021). The only certainty is uncertainty: An analysis of the impact of COVID-19 uncertainty on regional stock markets. Finance Research Letters, 101945. https://doi.org/10.1016/j.frl.2021.101945
WHO. (2020). Coronavirus Disease (COVID-19) Situation Report – 164. Retrieved March 21, 2021, from https://www.who.int/docs/default-source/coronaviruse/situation- reports/20200702-covid-19-sitrep-164.pdf?sfvrsn=ac074f58_2
Yong, H. H. A., & Laing, E. (2020). Stock market reaction to COVID-19: Evidence from U.S. Firms’ International exposure. International Review of Financial Analysis, 101656. https://doi.org/10.1016/j.irfa.2020.101656
Yousfi, M., Ben Zaied, Y., Ben Cheikh, N., Ben Lahouel, B., & Bouzgarrou, H. (2021). Effects of the COVID-19 pandemic on the US stock market and uncertainty: A comparative assessment between the first and second waves. Technological Forecasting and Social Change, 167(October 2020), 120710. https://doi.org/10.1016/j.techfore.2021.120710








