An Integrated Fundamental Technical Analysis Framework for the Islamic Capital Market
Keywords:
Capital Market, Investment, Islamic Finance, Bottom-Up Approach, Top-Down ApproachAbstract
The Islamic capital market in Indonesia has a strategic role not only as a means of raising capital in accordance with Islamic principles, but also as an important instrument for national economic growth. However, the low level of Islamic financial literacy has caused the great potential of this market to not be optimally realized. This research aims to develop an integrative fundamental and technical analysis framework in the Islamic capital market as a practical guide for investors in making rational, ethical, and sharia-compliant decisions. The method used is a literature review with a qualitative approach, including analysis of regulations, theories, and previous research, supported by simple bibliometric analysis using VOSviewer to map recent research trends. The results show that while fundamental and technical analysis have been widely used separately, their integration within the sharia framework is still minimal. This study confirms that fundamentals filter emissions in terms of financial health and Shariah compliance, while technicals determine the momentum of transactions, making them complementary. The implications of this study emphasize the importance of integration as a preventive strategy, speculative practices as well as strengthening the attractiveness of Islamic capital markets, as well as contributing to academic literature and policies to encourage Islamic financial inclusion in Indonesia.
References
Abuselidze, G. D., & Slobodianyk, A. N. (2021). Value Assessment of Shares of Corporate Issuers by Applying the Methods of Fundamental Analysis in the Stock Exchange Market (pp. 25–39). https://doi.org/10.1007/978-3-030-72110-7_3
Ahmad, H. (2023). Several Factors Affecting Interest in Investing in the Capital Market. Advances in Management & Financial Reporting, 1(1), 25–34. https://doi.org/10.60079/amfr.v1i1.2
Akyuni, Q., Engkizar, E., Alhadi, M., Syamer, S., Witri, N., Khairiyah, K., & Mulyawati, H. (2025). Indonesian International Student Mobility Awards Program: Chances and Challenges. Journal of International Affairs and Students Mobility, 1(1), 41–56. https://doi.org/https://jiasmy.intischolar.id/index.php/jiasmy/article/view/4
Amihud, Y., & Levi, S. (2023). The Effect of Stock Liquidity on the Firm’s Investment and Production. The Review of Financial Studies, 36(3), 1094–1147. https://doi.org/10.1093/rfs/hhac036
Ayala, J., García-Torres, M., Noguera, J. L. V., Gómez-Vela, F., & Divina, F. (2021). Technical analysis strategy optimization using a machine learning approach in stock market indices. Knowledge-Based Systems, 225, 107119. https://doi.org/10.1016/j.knosys.2021.107119
Bourveau, T., De George, E. T., Ellahie, A., & Macciocchi, D. (2022). The Role of Disclosure and Information Intermediaries in an Unregulated Capital Market: Evidence from Initial Coin Offerings. Journal of Accounting Research, 60(1), 129–167. https://doi.org/10.1111/1475-679X.12404
Busetto, L., Wick, W., & Gumbinger, C. (2020). How to use and assess qualitative research methods. Neurological Research and Practice, 2(1), 14. https://doi.org/10.1186/s42466-020-00059-z
Busral, B., Rambe, K. F., Gunawan, R., Jaafar, A., Habibi, U. A., & Engkizar, E. (2025). Lived da’wah: Temporal structuring of religious practice in Tabligh jamaat’s daily congregation. Jurnal Ilmu Dakwah, 45(2), 377–398. https://doi.org/https://doi.org/10.21580/jid.v45.2.28479
Bustani, B., Kurniaty, K., & Widyanti, R. (2021). The Effect of Earning Per Share, Price to Book Value, Dividend Payout Ratio, and Net Profit Margin on the Stock Price in Indonesia Stock Exchange. Jurnal Maksipreneur: Manajemen, Koperasi, Dan Entrepreneurship, 11(1), 1. https://doi.org/10.30588/jmp.v11i1.810
Compernolle, S., De Cocker, K., Cardon, G., De Bourdeaudhuij, I., & Van Dyck, D. (2020). Older Adults’ Perceptions of Sedentary Behavior: A Systematic Review and Thematic Synthesis of Qualitative Studies. The Gerontologist, 60(8), e572–e582. https://doi.org/10.1093/geront/gnz127
Dwyer, P. A. (2020). Analysis and Synthesis. In A Step-by-Step Guide to Conducting an Integrative Review (pp. 57–70). Springer International Publishing. https://doi.org/10.1007/978-3-030-37504-1_5
El Fallahi, F., Ibenrissoul, A., & El Amri, A. (2023). Defining and Measuring Overall Performance In Emerging Countries: A Comprehensive Financial Perspective Review. Financial Markets, Institutions and Risks, 81–93. https://doi.org/10.61093/fmir.7(3).81-93.2023
Engkizar, E, Jaafar, A., Alias, M., Guspita, B., & Albizar, R. (2025). Utilisation of Artificial Intelligence in Qur’anic Learning: Innovation or Threat? Journal of Quranic Teaching and Learning, 1(2), 1–17. https://joqer.intischolar.id/index.php/joqer/index
Engkizar, E, Jaafar, A., Hamzah, M. I., Fakhruddin, F. M., Oktavia, G., & Febriani, A. (2023). Changes in Students’ Motivation to Memorize the Quran: A Study at Quranic Higher Education Institutions in Indonesia. International Journal of Islamic Studies Higher Education, 2(3), 240–258. https://doi.org/https://doi.org/10.24036/insight.v2i3.240
Engkizar, E, Jaafar, A., Taufan, M., Rahman, I., Oktavia, G., & Guspita, R. (2023). Quran Teacher: Future Profession or Devotion to the Ummah? International Journal of Multidisciplinary Research of Higher Education (IJMURHICA), 6(4), 196–210. https://doi.org/https://doi.org/10.24036/ijmurhica.v6i4.321
Engkizar, E, Muslim, H., Mulyadi, I., & Putra, Y. A. (2025). Ten Criteria for an Ideal Teacher to Memorize the Quran. Journal of Theory and Research Memorization Quran, 1(1), 26–39. https://joqer.intischolar.id/index.php/joqer
Engkizar, E, Sarianti, Y., Namira, S., Budiman, S., Susanti, H., & Albizar, A. (2022). Five Methods of Quran Memorization in Tahfidz House of Fastabiqul Khairat Indonesia. International Journal of Islamic Studies Higher Education, 1(1), 54–67. https://doi.org/10.24036/insight.v1i1.27
Engkizar, E., Jaafar, A., Masuwd, M. A., Rahman, I., Datres, D., Taufan, M., Akmal, F., Dasrizal, D., Oktavia, G., Yusrial, Y., & Febriani, A. (2025). Challenges and Steps in Living Quran and Hadith Research: An Introduction. International Journal of Multidisciplinary Research of Higher Education (IJMURHICA, 8(3), 426–435. https://doi.org/https://doi.org/10.24036/ijmurhica.v8i3.396
Engkizar, E., Jaafar, A., Sarianto, D., Ayad, N., Rahman, A., Febriani, A., Oktavia, G., Guspita, R., & Rahman, I. (2024). Analysis of Quran Education Problems in Majority Muslim Countries. International Journal of Islamic Studies Higher Education, 3(1), 65–80. https://doi.org/https://doi.org/10.24036/insight.v3i1.209
Faizi, F., Rohim, A. N. R., Surbakti, M. H. S., Munir, M., & Qulsum, U. Q. (2025). Ensuring Shariah compliance in the Fintech: a comprehensive analysis from Indonesia. Qualitative Research in Financial Markets, 1–31. https://doi.org/10.1108/QRFM-05-2025-0129
Freitas, J. S., de Oliveira, M. G., Bagno, R. B., de Melo Filho, L. D. R., & Cheng, L. C. (2022). A Bottom-Up Strategic Roadmapping Approach for Multilevel Integration and Communication. IEEE Transactions on Engineering Management, 69(1), 81–93. https://doi.org/10.1109/TEM.2020.3037189
Gharaibeh, A. T. S., Saleh, M. H., Jawabreh, O., & Ali, B. J. A. (2022). An Empirical Study of the Relationship between Earnings per Share, Net Income and Stock Price. Applied Mathematics & Information Sciences, 16(5), 673–679. https://doi.org/10.18576/amis/160502
Gotsch, M., Gandenberger, C., Serafimov, L., & Miemiec, M. (2023). Top‐down and bottom‐up strategies for the implementation of corporate social responsibility: A qualitative survey of an international IT services company. Corporate Social Responsibility and Environmental Management, 30(4), 1645–1663. https://doi.org/10.1002/csr.2441
Gu, B., Chen, F., & Zhang, K. (2021). The policy effect of green finance in promoting industrial transformation and upgrading efficiency in China: analysis from the perspective of government regulation and public environmental demands. Environmental Science and Pollution Research, 28(34), 47474–47491. https://doi.org/10.1007/s11356-021-13944-0
Habibi, U. A., Khairat, H., Simanullang, S., & Rambe, K. F. (2025). Kolaborasi Lintas Sektor: Membangun Kesepakatan untuk Indonesia yang Inklusif. NUSANTARA: Jurnal Ilmu Pengetahuan Sosial, 12(4), 1554–1565. https://doi.org/https://doi.org/10.31604/jips.v12i4.2025.1554-1565
Han, Y., Liu, Y., Zhou, G., & Zhu, Y. (2024). Technical Analysis in the Stock Market: A Review. In Handbook of Investment Analysis, Portfolio Management, and Financial Derivatives (pp. 1893–1928). WORLD SCIENTIFIC. https://doi.org/10.1142/9789811269943_0059
Jaafar, A., Kamaruzaman, N. R., & Idris, M. (2025). The Concept and Practice of Islamic Education in Realizing Peace in Society. Muaddib: Journal of Islamic Teaching and Learning, 1(2), 24–35. https://doi.org/https://muaddib.intischolar.id/index.php/muaddib/article/view/10
Judijanto, L., Efendi, E., Ode, H., & Sipayung, B. (2024). Analyzing Research Trends and Future Prospects in Islamic Capital Markets through Bibliometric Mapping. The Es Accounting and Finance, 2(03), 220–231. https://doi.org/10.58812/esaf.v2i03.292
Kassymova, G K, Talgatov, Y. K., Arpentieva, M. R., Abishev, A. R., & Menshikov, P. V. (2025). Artificial Intelligence in the Development of the Theory and Practices of Self-Directed Learning. Multidisciplinary Journal of Thought and Research, 1(3), 66–79. https://mujoter.intischolar.id/index.php/mujoter/article/view/19
Kassymova, Gulzhaina K., Engkizar, E., Hebebci, M. T., & Talgatov, Y. K. (2025). Interreligious Coexistence in Islam: Implications for Islamic Education and the Achievement of SDGs. Muaddib: Journal of Islamic Teaching and Learning, 1(3), 79–92.
Koptyug, N., Persson, L., & Tåg, J. (2020). Should we worry about the decline of the public corporation? A brief survey of the economics and external effects of the stock market. The North American Journal of Economics and Finance, 51, 101061. https://doi.org/10.1016/j.najef.2019.101061
Kuo, S.-Y., & Chou, Y.-H. (2021). Building Intelligent Moving Average-Based Stock Trading System Using Metaheuristic Algorithms. IEEE Access, 9, 140383–140396. https://doi.org/10.1109/ACCESS.2021.3119041
Long, W., Li, S., Wu, H., & Song, X. (2020). Corporate social responsibility and financial performance: The roles of government intervention and market competition. Corporate Social Responsibility and Environmental Management, 27(2), 525–541. https://doi.org/10.1002/csr.1817
Maddodi, S., & Kunte, S. R. (2024). Market resilience in turbulent times: a proactive approach to predicting stock market responses during geopolitical tensions. Journal of Capital Markets Studies, 8(2), 173–194. https://doi.org/10.1108/JCMS-12-2023-0049
Mahmood, A. A. (2025). Impact of Momentum Index on Technical Analysis and Common Stock Pricing. International Journal of Indonesian Business Review, 4(1), 21–47. https://doi.org/10.54099/ijibr.v4i1.1200
Mantalovas, K., Dunn, I. P., Acuto, F., Vijayan, V., Inzerillo, L., & Di Mino, G. (2023). A Top-Down Approach Based on the Circularity Potential to Increase the Use of Reclaimed Asphalt. Infrastructures, 8(5), 83. https://doi.org/10.3390/infrastructures8050083
Markhmadova, Z. K., Duisenbayeva, S. S., & Dasrizal, D. (2025). Exploratory Analysis of Challenges for international Students Studying in Muslim- Majority Countries. Journal of International Affairs and Students Mobility, 1(1), 57–70. https://doi.org/https://jiasmy.intischolar.id/index.php/jiasmy/article/view/5
Markhmadova, Z. K., Thuwaiba, T., Rambe, K. F., Salaeh, I. M. Y., & Sermal, S. (2025). Integrative Parenting Model: A Solution for Child Education in Muslim Families. Khalifa: Journal of Islamic Education, 9(1), 18–36. https://doi.org/10.24036/kjie.v9i1.391
Muflikha, I. N., Sya’roni, S., Alqahoom, A., & Pramana, S. (2023). The Investment of Sharia Shares in Indonesia Stock Exchange Representative in Sharia Law Economic Perspective. Demak Universal Journal of Islam and Sharia, 1(01), 27–36. https://doi.org/10.61455/deujis.v1i01.25
Muftia, F. K., Silvia, A., Rahayu, S. R. S., & Chairani, Y. (2023). The Role of Islamic Capital Market to Indonesia’s Economic Growth in 2011 - 2021. Ekspansi: Jurnal Ekonomi, Keuangan, Perbankan, Dan Akuntansi, 15(1), 54–67. https://doi.org/10.35313/ekspansi.v15i1.4684
Muthatahirin, M., Hanjit, C., Aminudin, W. S. A. B. W., & Nasir, A. A. B. A. (2025). Exploring Activities of International Dormitory Students to Advance Social Intelligence. Journal of International Affairs and Students Mobility, 1(1), 17–28. https://doi.org/https://jiasmy.intischolar.id/index.php/jiasmy/article/view/2
Muzaffar, M. S., Niranjan, S., Joel, K., Kumar, A., Baniya, P., & Agrawal, A. (2024). Existing Techniques For Fundamental, Technical And Sentimental Analysis For Stock Investement. 2024 International Conference on Electrical Electronics and Computing Technologies (ICEECT), 1–7. https://doi.org/10.1109/ICEECT61758.2024.10739294
Nisa, Z., & Jihad, A. A. (2024). Analisis Fikih Muamalah Terhadap Potensi Judi Dalam Trading Saham Di Bursa Efek Indonesia. JURISTA: Jurnal Hukum Dan Keadilan, 8(2), 662–683. https://doi.org/10.22373/jurista.v8i2.198
Norchaevna, N. S. (2024). Islamic Finance: Principles, Governance, Sustainability and Investment Insights. European Journal of Management, Economics and Business, 1(3), 206–216. https://doi.org/10.59324/ejmeb.2024.1(3).17
Rahawarin, Y., Pelupessy, P. J., Haulusy, R. R., & Talaperuw, J. (2025). Millennial Generation’s Perception of Larwul Ngabal Customary Law on Dula Island Tual City. Multidisciplinary Journal of Thought and Research, 1(2), 1–12. https://mujoter.intischolar.id/index.php/mujoter/article/view/12
Rambe, K. F. (2025). Kajian Toleransi Beragama: Landasan Etis Memanajemen Konflik dan Ekstremisme. Jurnal Kajian Sosial Dan Humaniora, 1(4), 202–216. https://doi.org/10.63082/jksh.v1i4.25
Rofik, M., Boulanouar, Z., Yuli, S. B. C., & Wardani, D. T. K. (2025). Revisiting the impact of Islamic finance on economic growth: a decomposition analysis using Indonesia as a testing ground. International Journal of Islamic and Middle Eastern Finance and Management, 18(4), 765–786. https://doi.org/10.1108/IMEFM-06-2024-0288
Sandwick, J. A., & Collazzo, P. (2021). Modern portfolio theory with sharia: a comparative analysis. Journal of Asset Management, 22(1), 30–42. https://doi.org/10.1057/s41260-020-00187-w
Selasi, D., Muzayyanah, M., Tatmimah, I., Sari, F., & Indriyani, R. (2022). Contribution of Islamic Capital Market to National Capital Market. INCOME: Innovation of Economics and Management, 2(1), 1–7. https://doi.org/10.32764/income.v2i1.2558
Simanjuntak, R., Putri, S., & Muda, I. (2023). The influence of technical and fundamental analysis on investment decision making for traders with theory of reasoned action. Brazilian Journal of Development, 9(12), 31972–31986. https://doi.org/10.34117/bjdv9n12-095
Sunaryo, D. (2020). The Effect of Net Profit Margin, Return on Asset, Return on Equity on Share Prices in The Southeast Asian Metal Industry. International Journal of Science, Technology & Management, 1(3), 198–208. https://doi.org/10.46729/ijstm.v1i3.47
Syamala, R. M. , P. N. V., Kumar, N. S., Kollapudi, P., Babu, Ch. M., & Tara, S. (2023). A review of the techniques of fundamental and technical stock analysis. 030062. https://doi.org/10.1063/5.0125210
Tanin, T. I., Ahmad, A. U. F., & Muneeza, A. (2023). Shariah-compliant equities and Shariah screening: need for convergence of ethical screening of stocks with Shariah screening. International Journal of Emerging Markets, 18(2), 296–315. https://doi.org/10.1108/IJOEM-09-2020-1041
Timilsina, G. R., Pang, J., & Xi, Y. (2021). Enhancing the quality of climate policy analysis in China: Linking bottom-up and top-down models. Renewable and Sustainable Energy Reviews, 151, 111551. https://doi.org/10.1016/j.rser.2021.111551
Tivnan, B. F., Dewhurst, D. R., Van Oort, C. M., Ring, J. H., Gray, T. J., Tivnan, B. F., Koehler, M. T. K., McMahon, M. T., Slater, D. M., Veneman, J. G., & Danforth, C. M. (2020). Fragmentation and inefficiencies in US equity markets: Evidence from the Dow 30. PLOS ONE, 15(1), e0226968. https://doi.org/10.1371/journal.pone.0226968
Vindrola-Padros, C., & Johnson, G. A. (2020). Rapid Techniques in Qualitative Research: A Critical Review of the Literature. Qualitative Health Research, 30(10), 1596–1604. https://doi.org/10.1177/1049732320921835
Yunus, K., Setyanoor, E., & Mansyur, A. (2024). Sustainbility in Sharia Invesment. Jurnal Ilmu Ekonomi Dan Bisnis Islam, 6(1), 37–53. https://doi.org/10.24239/jiebi.v6i1.279.37-53
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