Sentiment vs. Fundamentals: GMM Analysis of Jakarta Islamic Index during the 2020–2024 Crisis
DOI:
https://doi.org/10.20527/jwm.v14i1.479Keywords:
jakarta islamic index, GMM, fundamental analysis, investor sentiment, crisisAbstract
This study examines the impact of macroeconomic (BI Rate, Exchange Rate) and microeconomic factors (Current Ratio, Return on Equity) on the Jakarta Islamic Index (JII) during the 2020–2024 crisis period. Using System Generalized Method of Moments (GMM) on dynamic panel data , the study unexpectedly finds that all selected fundamental variables are statistically insignificant in explaining JII movements. These results indicate a "detachment" from fundamentals, where the Sharia market operated under a sentiment-dominated regime driven by systemic shocks, such as the COVID-19 pandemic and geopolitical tensions. The findings suggest that traditional fundamental analysis and conventional monetary instruments lose efficacy during periods of high collective psychological volatility.
Downloads
References
Anas, M., Mujtaba, G., Nayyar, S., & Ashfaq, S. (2020). Time-Frequency Based Dynamics of Decoupling or Integration between Islamic and Conventional Equity Markets. Journal of Risk and Financial Management, 13(7). https://doi.org/10.3390/jrfm13070156
Andleeb, R., & Hassan, A. (2023). Impact of Investor Sentiment on Contemporaneous and Future Equity Returns in Emerging Markets. SAGE Open, 13(3). https://doi.org/10.1177/21582440231193568
Balcilar, M., Bonato, M., Demirer, R., & Gupta, R. (2018). Geopolitical Risks and Stock Market Dynamics of the BRICS *.
Bossman, A., & Gubareva, M. (2023). Asymmetric impacts of geopolitical risk on stock markets: A comparative analysis of the E7 and G7 equities during the Russian-Ukrainian conflict. Heliyon, 9(2). https://doi.org/10.1016/j.heliyon.2023.e13626
Bursa Efek Indonesia. (2025, October 3). Indeks Saham Syariah.
Candra Saputra, D., Hamidi, I., & Syathiri, A. (2024). Comparative Analysis of Sharia Stock Price Indices in Indonesia, Turkey, China, and Malaysia: A Study of Integration in Sharia Capital Markets. Journal of Islamic Civilization, 5(2), 157–176. https://doi.org/10.33086/jic.v5i2.5407
Caporale, G. M., Karanasos, M., Yfanti, S., & Kartsaklas, A. (2021). Investors’ trading behaviour and stock market volatility during crisis periods: A dual long-memory model for the Korean Stock Exchange. International Journal of Finance and Economics, 26(3), 4441–4461. https://doi.org/10.1002/ijfe.2024
Cappelli, C., Cerqueti, R., D’urso, P., & Iorio, F. Di. (2020). Multiple Breaks Detection in Financial Interval-Valued Time Series.
Chen, X. (2024). The Impact of Investor Sentiment on Stock Returns. In Transactions on Economics, Business and Management Research (Vol. 13).
Chue, T. K., Gul, F. A., & Mian, G. M. (2019). Aggregate investor sentiment and stock return synchronicity. Journal of Banking and Finance, 108. https://doi.org/10.1016/j.jbankfin.2019.105628
Clara, N., & Kim, S. S. (2021). The Effect of Firm Profitability on Expected Stock Return in ASEAN Stock Market. Jurnal Keuangan Dan Perbankan, 25(3), 642–655. https://doi.org/10.26905/jkdp.v25i3.5598
de Genaro, A., & Astorino, P. (2022). A Tutorial on the Generalized Method of Moments (GMM) in Finance. Revista de Administracao Contemporanea, 26. https://doi.org/10.1590/1982-7849rac2022210287.en
Drozdz, S., Minati, L., Oświeçimka, P., Stanuszek, M., & Watorek, M. (2019). Signatures of the crypto-currency market decoupling from the Forex. Future Internet, 11(7). https://doi.org/10.3390/fi11070154
Feng, Z., Liu, X., & Yao, Y. (2023). Impact of geopolitical risk on the volatility spillovers among G7 and BRICS stock markets. Procedia Computer Science, 221, 878–884. https://doi.org/10.1016/j.procs.2023.08.064
Gao, X., Gu, C., & Koedijk, K. (2021). Institutional investor sentiment and aggregate stock returns. European Financial Management, 27(5), 899–924. https://doi.org/10.1111/eufm.12292
Glova, A. M. G., & Barrios, E. B. (2025). Modelling Mixed-Frequency Time Series with Structural Change. Computational Economics, 65(6), 3237–3258. https://doi.org/10.1007/s10614-024-10672-8
Gopane, T. J. (2023). Economic integration and stock market linkages: evidence from South Africa and BRIC. Journal of Economics, Finance and Administrative Science, 28(56), 237–256. https://doi.org/10.1108/JEFAS-11-2021-0232
Haikal, M. B., Triandhari, R., & Parianom, R. (2025). Volatility Dynamics of Islamic and Conventional Equity Portfolios During COVID-19: Evidence from Fama-French and GARCH Models. AL-MUZARA’AH, 13(1), 109–126. https://doi.org/10.29244/jam.13.1.109-126
Hasan, M. B., Rashid, M. M., Shafiullah, M., & Sarker, T. (2022). How resilient are Islamic financial markets during the COVID-19 pandemic? Pacific Basin Finance Journal, 74. https://doi.org/10.1016/j.pacfin.2022.101817
He, Z., He, L., & Wen, F. (2019). Risk Compensation and Market Returns: The Role of Investor Sentiment in the Stock Market. Emerging Markets Finance and Trade, 55(3), 704–718. https://doi.org/10.1080/1540496X.2018.1460724
Hu, J., Sui, Y., & Ma, F. (2021). The Measurement Method of Investor Sentiment and Its Relationship with Stock Market. Computational Intelligence and Neuroscience, 2021. https://doi.org/10.1155/2021/6672677
Iqbal Ghazanvi, A., & Usman Akram, M. (2025). Impact of Interest Rate on Stock Market Returns: A Study of the Karachi Stock Exchange. International Journal of Business and Management, 20(2), 94. https://doi.org/10.5539/ijbm.v20n2p94
Katembo, A. (2024). Effect of Interest Rate Changes on Stock Market Volatility in Congo. American Journal of Finance, 10(3), 1–12. https://doi.org/10.47672/ajf.2168
Kim, J. (2023). Stock market reaction to US interest rate hike: evidence from an emerging market. Heliyon, 9(5). https://doi.org/10.1016/j.heliyon.2023.e15758
Kim, Y., & Lee, K. Y. (2022). Impact of Investor Sentiment on Stock Returns*. Asia-Pacific Journal of Financial Studies, 51(1), 132–162. https://doi.org/10.1111/ajfs.12362
Mahapatra, S., & Bhaduri, S. N. (2019). Dynamics of the impact of currency fluctuations on stock markets in India: Assessing the pricing of exchange rate risks. Borsa Istanbul Review, 19(1), 15–23. https://doi.org/10.1016/j.bir.2018.04.004
Modjo, M. I., Putridamni, F., & Lin, A. S. (2025). WEATHERING THE STORM: SHARIAH COMPLIANCE, DIGITAL INNOVATION, AND STOCK PERFORMANCE DURING COVID-19. Journal of Islamic Monetary Economics and Finance, 11(2), 385–417. https://doi.org/10.21098/jimf.v11i2.2437
Mroua, M., & Trabelsi, L. (2020). Causality and dynamic relationships between exchange rate and stock market indices in BRICS countries: Panel/GMM and ARDL analyses. Journal of Economics, Finance and Administrative Science, 25(50), 395–412. https://doi.org/10.1108/JEFAS-04-2019-0054
Nofrianto, N., Nugraha, D. P., Ahmed, A. M., Muttaqin, Z., Fekete-Farkas, M., & Hágen, I. (2024). Exploring the Resilience of Islamic Stock in Indonesia and Asian Markets. Journal of Risk and Financial Management, 17(6). https://doi.org/10.3390/jrfm17060239
Nur Billa Rahmawati, & Agus Wahyudi. (2024). Pengaruh Kinerja Keuangan Terhadap Harga Saham. Akuntansi, 3(2), 112–124. https://doi.org/10.55606/akuntansi.v3i2.1992
Ono Tarsono. (2021). THE EFFECT OF DEBT EQUITY RATIO , RETURN ON EQUITY , NET PROFIT MARGIN ON STOCK PRICES. International Journal of Social Science, 1(4), 393–398. https://doi.org/10.53625/ijss.v1i4.716
Panchenko, V., & Wu, E. (2008). Time-varying market integration and stock and bond return concordance in emerging markets .
Piatt, S., & Price, A. C. (2019). Analyzing dwell times with the generalized method of moments. PLoS ONE, 14(1). https://doi.org/10.1371/journal.pone.0197726
Posch, P. N., Ullmann, D., & Wied, D. (2019). Detecting structural changes in large portfolios. Empirical Economics, 56(4), 1341–1357. https://doi.org/10.1007/s00181-017-1392-5
Salisu, A. A., Ogbonna, A. E., Lasisi, L., & Olaniran, A. (2022). Geopolitical risk and stock market volatility in emerging markets: A GARCH-MIDAS approach. https://journalnow.com/business/investment/personal-finance/the-russia-ukraine-conflict-is-rattling-the-stock-
Salisu, A. A., Sikiru, A. A., & Vo, X. V. (2020). Pandemics and the emerging stock markets. Borsa Istanbul Review, 20, S40–S48. https://doi.org/10.1016/j.bir.2020.11.004
Seok, S. I., Cho, H., & Ryu, D. (2019). Firm-specific investor sentiment and daily stock returns. North American Journal of Economics and Finance, 50. https://doi.org/10.1016/j.najef.2018.10.005
Smolo, E., Jahangir, R., Nagayev, R., & Aysan, A. F. (2023). Performances of leading Islamic finance markets prior to and during the COVID-19 pandemic. Heliyon, 9(1). https://doi.org/10.1016/j.heliyon.2023.e12870
Su, H. (2025). Investor Sentiment: How It Drives Stock Returns. Applied Economics and Finance, 12(1), 34. https://doi.org/10.11114/aef.v12i1.7528
Sun, L.-H., Huang, Z.-Y., Chiu, C.-Y., & Ning, N. (2024). Detecting Structural Shifts and Estimating Change-Points in Interval-Based Time Series. http://arxiv.org/abs/2410.09884
Wang, Y. (n.d.). The Relationship Between Geopolitical Risks and Stock Market Volatility.
Wang, Y. (2025). Stock Market Interest Rate Fluctuation and Its Influencing Factors. https://doi.org/10.54254/2754-1169/156/2025.20403
Wooldridge, J. M. (2001). Applications of Generalized Method of Moments Estimation.
World Population Review. (2025, October 3). Population of Indonesia.
Yang, M., Zhang, Q., Yi, A., & Peng, P. (2021). Geopolitical Risk and Stock Market Volatility in Emerging Economies: Evidence from GARCH-MIDAS Model. Discrete Dynamics in Nature and Society, 2021. https://doi.org/10.1155/2021/1159358
Yang, P., Mukhsin, M., & Herawati, M. (2020). PENGARUH KINERJA KEUANGAN TERHADAP LIKUIDITAS SAHAM PADA (Vol. 11, Issue 1).
Zhang, Y., Ravishanker, N., & Zou, J. (2018). Structural break detection in financial durations. Applied Stochastic Models in Business and Industry, 34(6), 992–1006. https://doi.org/10.1002/asmb.2405
Downloads
Published
Issue
Section
License
Copyright (c) 2026 JWM (JURNAL WAWASAN MANAJEMEN)

This work is licensed under a Creative Commons Attribution 4.0 International License.
