Contagion and spillover effects of global financial markets on the Indonesian Sharia Stock Index post-COVID-19
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DOIhttp://dx.doi.org/10.21511/imfi.20(3).2023.04
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Article InfoVolume 20 2023, Issue #3, pp. 35-47
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This study aims to examine the spillover and contagion effects of global financial markets on the Indonesian Sharia Stock Index (ISSI) post-COVID-19. The study uses the Vector Error Correction Model method to explore the short-term and long-term relationships between ISSI and global financial markets. The data used in this study are time series data, namely the ISSI and several other countries that have a significant influence on the global economy, which were observed from May to July 2022. The results of the study show that the USD has a positive influence on ISSI in the short and long term. At the same time, the JPY and HKD have a negative influence on ISSI. The GBP and SGD do not have a significant influence on ISSI developments. The economic, business and financial sectors began to adjust after the COVID-19 pandemic ended, including the Indonesian Sharia Stock Index. Contagion occurs from one country’s financial system to another, which is influenced by aspects of volatility, exchange rates, the global crisis, the stock market, and stock indices. It is considered that this study can help the government to adjust better conditions of Islamic stocks in Indonesia.
Acknowledgment
The authors would like to thank the Research and Innovation Institute (LRI), Universitas Muhammadiyah Surakarta, for the enormous financial support in writing this study through the HIT funding scheme with number 02/A.6-II/FAI/1/2022.
- Keywords
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JEL Classification (Paper profile tab)G11, G12, F21, P18
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References62
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Tables6
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Figures2
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- Figure 1. Inverse root of AR characteristic polynomial
- Figure 2. Respondent impulse function
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- Table 1. Unit root test result
- Table 2. VAR stability test
- Table 3. Lag optimum test
- Table 4. Cointegration test
- Table 5. Long-term cointegration
- Table 6. Short-term effects
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- Adisetiawan, R., & Ahmadi, A. (2018). Contagion Effect Antar Negara Asean-5. J-MAS (Jurnal Manajemen Dan Sains), 3(2), 203.
- Adnan, A. T. M. (2022). Asian perspective of capital market performance amid the COVID 19 pandemic. Asian Journal of Accounting Research.
- Ahmed, F., Syed, A. A., Kamal, M. A., López-garcía, M. de las N., Ramos-requena, J. P., & Gupta, S. (2021). Assessing the impact of COVID-19 pandemic on the stock and commodity markets performance and sustainability: A comparative analysis of South Asian countries. Sustainability (Switzerland), 13(10).
- Ahmed, H., & Elsayed, A. H. (2019). Are Islamic and conventional capital markets decoupled? Evidence from stock and bonds/sukuk markets in Malaysia. Quarterly Review of Economics and Finance, 74, 56-66.
- Alarcón, A., Corbella, T., & Andraszak, J. (2021). Language gender gap at work across OECD countries: Quantitative and controversial evidence. Language Problems and Language Planning, 45(3), 284-308.
- Alawiyah, T., & Setiyaningsih, R. F. (2021). Analisis Syariah Online Trading System (SOTS) Atas Kinerja Indeks Saham Syariah Indonesia Selama Pandemi Covid-19 Di Pasar Modal. Jurnal Riset Keuangan Dan Akuntansi, 7(1), 13-22.
- Aloui, C., Shahzad, S. J. H., Hkiri, B., Hela, B. H., & Khan, M. A. (2021). On the investors’ sentiments and the Islamic stock-bond interplay across investments’ horizons. Pacific Basin Finance Journal, 65(February 2020), 101491.
- Alvia, A., Anshari, H., & Batubara, M. (2022). The Effect of the Development of the Capital Market in Indonesia Pengaruh Berkembangnya Pasar Modal di Indonesia. Jurnal Akuntansi, Manajemen dan Bisnis Digital, 1(2), 343-346.
- Asteriou, D., Dimelis, S., & Moudatsou, A. (2014). Globalization and income inequality: A panel data econometric approach for the EU27 countries. Economic Modelling, 36, 592-599.
- Baele, L. (2005). Volatility spillover effects in European equity markets. Journal of Financial and Quantitative Analysis, 40(2), 373-401.
- Bhardwaj, R., & Duhoon, V. (2020). Auto-regressive integrated moving-averages model for daily rainfall forecasting. International Journal of Scientific and Technology Research, 9(2), 793-797.
- Boubaker, S., Jouini, J., & Lahiani, A. (2016). Financial contagion between the US and selected developed and emerging countries: The case of the subprime crisis. Quarterly Review of Economics and Finance, 61, 14-28.
- Chambers, D., & Dhongde, S. (2016). Convergence in income distributions: Evidence from a panel of countries. Economic Modelling, 59, 262-270.
- Chevallier, J., Nguyen, D. K., Siverskog, J., & Uddin, G. S. (2018). Market integration and financial linkages among stock markets in Pacific Basin countries. Journal of Empirical Finance, 46(December 2017), 77-92.
- Dai, Q., Zhang, D., & Li, Z. (2022). Mechanical assessment of energy wall in the long term. In Acta Geotechnica (Vol. 5).
- Dickey, D. S. (2005). Don’t get mised up by scale-up. Chemical Processing, 68(8), 24-29.
- El Hasanah, L. lak N., & Panjawa, J. L. (2016). The Effectiveness of Monetary Policy Towards Stock Index Case Study : Jakarta Islamic Index 2006-2014. Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi Dan Pembangunan, 17(1), 100.
- Farid, S., Mohsan, T., & Jan, M. W. (2022). Do Islamic Stocks reinforce Real Economic Activity? Evidence from an Emerging Islamic Capital Market. Iranian Economic Review, 26(2), 421-433.
- Febriandika, N. R. (2020). The Effect of Distributive Justice, Procedural Justice of Compensation and Emotional Intelligence on Affective Commitments. Jurnal Ilmiah Ekonomi Islam, 6(1), 34-41.
- Febriandika, N. R., Wati, R. M., & Hasanah, M. (2023). Russia’s invasion of Ukraine: The reaction of Islamic stocks in the energy sector of Indonesia. Investment Management and Financial Innovations, 20(1), 218-226.
- Forbes, K. J., & Rigobon, R. (2002). No contagion, only interdependence: Measuring stock market comovements. Journal of Finance, 57(5), 2223-2261.
- Fuller, W. A. (1970). New Models in Price Forecasting: Discussion. American Journal of Agricultural Economics, 52(5), 819-820.
- Guliyev, H. (2022). The effect of global financial markets and local shocks on Turkey airlines market; new evidence from structural break cointegration and causality tests. Research in Globalization, 5.
- Gulzar, S., Mujtaba Kayani, G., Xiaofeng, H., Ayub, U., & Rafique, A. (2019). Financial cointegration and spillover effect of global financial crisis: a study of emerging Asian financial markets. Economic Research-Ekonomska Istrazivanja, 32(1), 187-218.
- Hadi, H. A., Bakar, A. N., Noor, N. H. M., & El Ashfahany, A. (2022). The Value of Financial and Non-Financial Information towards Non-profit Organisations. Environment-Behaviour Proceedings Journal, 7(21), 349-355.
- Hu, G., Wang, X., & Qiu, H. (2023). Analyzing a dynamic relation between RMB exchange rate onshore and offshore during the extreme market conditions. International Review of Economics and Finance, 85, 408-417.
- Ji, X., Wang, S., Xiao, H., Bu, N., & Lin, X. (2022). Contagion Effect of Financial Markets in Crisis: An Analysis Based on the DCC–MGARCH Model. Mathematics, 10(11), 1-14.
- Jufri, A., Adhillah, M., & Qoyum, A. (2022). Efek Asimetris Spillover Indeks Syariah Amerika Serikat dan Cina terhadap Indeks Syariah ASEAN selama Pandemi Covid-19. Jurnal Ekonomi Syariah Teori Dan Terapan, 9(3), 286-298.
- Khajar, I., Hersugondo, H., & Udin, U. (2019). Comparative study of sharia and conventional stock mutual fund performance: evidence from indonesia. WSEAS Transactions on Business and Economics, 16, 78-85.
- Lin, C. H. (2012). The comovement between exchange rates and stock prices in the Asian emerging markets. International Review of Economics and Finance, 22(1), 161-172.
- Masrizal, Sukmana, R., Al Mustofa, M. U., & Herianingrum, S. (2021). Can country risks predict Islamic stock index? Evidence from Indonesia. Journal of Islamic Accounting and Business Research, 12(7), 1000-1014.
- McMillan, D. G. (2020). Interrelation and spillover effects between stocks and bonds: cross-market and cross-asset evidence. Studies in Economics and Finance, 37(3), 561-582.
- Mikulić, D., Keček, D., & Slijepčević, S. (2021). Economic and regional spillovers of energy efficiency investments in buildings. Energy and Buildings, 253.
- Miswanto, M., & Aslan, V. S. (2020). Analisis Kinerja Keuangan: Sesudah Dan Sebelum Krisis Ekonomi Global 2008 Pada Perusahaan Manufaktur Di Indonesia. BALANCE: Jurnal Akuntansi, Auditing Dan Keuangan, 16(1), 19.
- Morales, L., & Andreosso-O’Callaghan, B. (2014). The global financial crisis: World market or regional contagion effects? International Review of Economics and Finance, 29, 108-131.
- Nur Azizah, T., Satria, D., & Tri Wahyudi, S. (2016). The impact of macroeconomic fundamentals on the Indonesian Sharia stock index. Journal of Applied Economic Sciences, 11(5).
- Nurabdi, M., Inst, E., & Usional, I. T. (2020). ANCAMAN KRISIS EKONOMI GLOBAL DARI DAMPAK PENYEBARAN VIRUS CORONA (COVID-19). Akmen, 17, 90-98.
- Oad, S., Jinliang, Q., Hussain, S. S. B., Ali, M., & Jattak, Z. U. (2022). The Exports of Marine Resources and Its Impact on Economic Development in Pakistan: an Econometric Analysis Using Vector Error Correction Model (Vecm). Journal of Animal and Plant Sciences, 32(3), 798-808.
- Oktaviani, R. F. (2017). Indirect relation of Islamic international stock price index to Jakarta Islamic index with IDR-dollar rate as intervening. Journal of Advanced Research in Dynamical and Control Systems, 9(12), 908-917.
- Panjaitan, Y., & Novel, R. (2021). Volatility Spillover Among Asian Developed Stock Markets to Indonesia Stock Market During Pandemic Covid-19. Jurnal Keuangan Dan Perbankan, 25(2), 342-354.
- Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326.
- Pineda, J., Cortés, L. M., & Perote, J. (2022). Financial contagion drivers during recent global crises. Economic Modelling, 117.
- Putri, S. K., & Maksum, A. (2020). Determinants of firm value and earnings management in Indonesian sharia stock companies. International Journal of Innovation, Creativity and Change, 13(6), 305-324.
- Rahman, R. E. (2019). Understanding Indonesia’s exchange rate behavior. Studies in Economics and Finance, 38(2), 189-206.
- Rizqi Febriandika, N., Wijaya, V., & Hakim, L. (2023). Gen-Z Muslims’ purchase intention of halal food: Evidence from Indonesia. Innovative Marketing, 19(1), 13-25.
- 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.
- San Marino, W., & Rohanah, A. S. (2021). Pengaruh Covid-19 Terhadap Pasar Modal Di Indonesia. Jurnal Perbankan Dan Keuangan, 2(2), 98-104.
- Seďa, P., & del Río, L. C. L. (2021). Volatility spillover effect in Asian stock markets. Proceedings of the 14th International Conference on Strategic Management and Its Support by Information Systems 2021, SMSIS 2021, 256-264.
- Setiawan, A., & Kartiasih, F. (2021). Contagion effect of Argentina and Turkey crisis to Asian countries, is it really happening. Jurnal Ekonomi dan Pembangunan Indonesia, 21(1), 59-76.
- Shafiu Ibrahim Abdullahi. (2021). Islamic equities and COVID-19 pandemic: Measuring Islamic stock indices correlation and volatility in period of crisis. Islamic Economic Studies.
- Stackhouse, M. D., Misra, K., & DelVecchio, M. (2019). Impacts of globalization on worker injury in host countries. Journal of Global Responsibility, 10(2), 119-133.
- Sui, L., Mollick, A. V., & Wu, S. (2023). Threshold effects of financial development on foreign listing: the roles of venture capital in developed and emerging countries. Applied Economics, 55(11), 1201-1216.
- Tian, T., Lai, K., & Wong, C. W. Y. (2022). Connectedness mechanisms in the “Carbon-Commodity-Finance” system: Investment and management policy implications for emerging economies. Energy Policy, 169.
- Tiwari, A. K., Abakah, E. J. A., Karikari, N. K., & Gil-Alana, L. A. (2022). The outbreak of COVID-19 and stock market liquidity: Evidence from emerging and developed equity markets. North American Journal of Economics and Finance, 62(June), 101735.
- Vuong, G. T. H., Nguyen, M. H., & Huynh, A. N. Q. (2022). Volatility spillovers from the Chinese stock market to the U.S. stock market: The role of the COVID-19 pandemic. Journal of Economic Asymmetries, 26(2), e00276.
- Wahyuni, K. T., Monika, A. K., Kurniawan, R., Caraka, R. E., & Nugroho, Y. D. (2022). The Effect of Spillover Foreign Direct Investment on Labor Productivity in Indonesia. Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi Dan Pembangunan, 23(2), 211-228.
- Wang, Q., & Han, X. (2021). Spillover effects of the United States economic slowdown induced by COVID-19 pandemic on energy, economy, and environment in other countries. Environmental Research, 196(October 2020), 110936.
- Wang, S. (2023). Tail dependence, dynamic linkages, and extreme spillover between the stock and China’s commodity markets. Journal of Commodity Markets, 29.
- Widarjono, A., Shidiqie, J. S. A., & Hasanah, L. L. N. El. (2021). The Sensitivity of the Indonesian Islamic Stock Prices to Macroeconomic Variables: An Asymmetric Approach. Journal of Asian Finance, Economics and Business, 8(3), 181-190.
- Wolde, M., Sera, L., & Merra, T. M. (2022). Causal relationship between income inequality and economic growth in Ethiopia. Cogent Economics and Finance, 10(1).
- Wong, H. T. (2022). The impact of real exchange rates on real stock prices. Journal of Economics, Finance and Administrative Science, 27(54), 262-276.
- Zorgati, I., Lakhal, F., & Zaabi, E. (2019). Financial contagion in the subprime crisis context: A copula approach. North American Journal of Economics and Finance, 47, 269-282.