HIERARCHICAL REGRESSION MODELING TO DETERMINE THE DOMINANT MICRO-MACRO ECONOMIC FACTORS IN THE SHARIA STOCK SECTOR

Authors

  • Aldi Akbar Telkom University

DOI:

https://doi.org/10.62567/micjo.v3i1.2215

Keywords:

Share return, Jakarta Islamic Index, fundamental factors

Abstract

The health pandemic several years ago had a significant impact on various sectors, especially companies listed on the Indonesia Stock Exchange. This study was motivated by fluctuations in the price of sharia stocks or the Jakarta Islamic Index (JII) after the Indonesian government officially lifted the pandemic status. By combining macroeconomic and company fundamental factors with hierarchical regression analysis techniques, this study aims to identify which combination of factors influences the return on shares in this sector after the pandemic. The results show that the performance of returns on shares in the sharia sector is dominated by fundamental factors, namely Total Asset Turn Over (TATO) and Return on Assets (ROA). The main finding from this research is that post-pandemic, the performance of the Islamic stock sector is still dominated by corporate fundamental factors, which are efficiency and profitability. The limitation of this research lies in the data range, and it would be very interesting to continue with a longer time period. The technical contribution of this research is that it can provide an overview for investors when deciding to invest, so that they can focus more on corporate fundamental factors first.

Downloads

Download data is not yet available.

References

Adam, A. (2025). Volatility and Resilience in Islamic vs. Conventional Equity Markets: A Time-Frequency Analysis of Sharia-Compliant Firms.

Agustina, R., Sadikin, M., & Ferdinata, M. H. (2025). The Effects of IHSG, Trading Volume, and Foreign Transactions on the Volatility of Blue-Chip Stocks in the Mining Sector. Proceeding International Conference on Accounting and Finance, 694–718.

Al-Ahdal, W. M., Almaqtari, F. A., Zaid, D. A., Al-Homaidi, E. A., & Farhan, N. H. (2022). Corporate characteristics and leverage: evidence from Gulf countries. PSU Research Review, 6(2), 120–140.

Al-Shattarat, H. K. (2022). The Effect of The Asset Management Efficiency on Financial Performance" Evidence From Jordanian Industrial Firms". Global Journal of Economics & Business, 12(6).

Asutay, M., Wang, Y., & Avdukic, A. (2022). Examining the performance of Islamic and conventional stock indices: a comparative analysis. Asia-Pacific Financial Markets, 29(2), 327–355.

Azzah, N. I., Santoso, S. B., Wahyuni, S., & Kusbandiyah, A. (2025). The Effect of Liquidity, Leverage, and Total Asset Turnover on Company Profitability in the Jakarta Islamic Index 70. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 8(3), 11875–11885.

Ben Abdallah, M., & Bahloul, S. (2025). The influence of solvency and liquidity ratios on profitability of Tunisian banks: the moderating effect of asset quality. African Journal of Economic and Management Studies, 16(2), 255–270.

Chen, O. Y., Bodelet, J. S., Saraiva, R. G., Phan, H., Di, J., Nagels, G., Schwantje, T., Cao, H., Gou, J., & Reinen, J. M. (2023). The roles, challenges, and merits of the p value. Patterns, 4(12).

Darmawan, D., & Wandirah, A. (2025). Contribution of non-halal of Islamic banks in Indonesia. Journal of Islamic Accounting and Business Research.

DECKERT, J., & WILSON, M. (2022). Descriptive Research Methods. Research Methods in the Dance Sciences. Https://Doi. Org/10.2307/j. Ctv33jb41z, 17.

Foucault, T., Pagano, M., & Röell, A. (2023). Market liquidity: theory, evidence, and policy. Oxford University Press.

Hambali, A., & Adhariani, D. (2023). Sustainability performance at stake during COVID-19 pandemic? Evidence from Sharia-compliant companies in emerging markets. Journal of Islamic Accounting and Business Research, 14(1), 80–99.

Haryanto, H., & Wildani, L. N. (2025). Analysis of the Impact of Inflation on Economic Growth: An Indonesian Perspective. Management Dynamics and Strategic Insights Journal, 1(1), 15–20.

Hasidi, M. H., Baheri, J., & Hajar, K. I. (2024). Financial performance evaluation using profitability and liquidity ratio analysis.

Hernawati, E., Hadi, A. R. A., Aspiranti, T., & Rehan, R. (2021). Non-performing financing among Islamic Banks in Asia-Pacific region. Cuadernos de Economía, 44(126), 1–9.

HISTORICAL PERFORMANCE. (2024). https://www.idx.co.id/en-us/products/index/

Huda, S., & Yuliati, A. (2025). Strategies and Challenges of Development Economy in Realizing Sharia-Based Sustainable Growth. WINTER JOURNAL: IMWI STUDENT RESEARCH JOURNAL, 6(1), 11–20.

Iqbal, M., Hakim, L., & Aziz, M. A. (2024). Determinants of Islamic bank stability in Asia. Journal of Islamic Accounting and Business Research.

Iskandar, E., & Sulaiman, E. (2025). Sharia Business Development: Integrating Islamic Economic Principles with SDGs Goals. International Journal of Management, Economic, Business and Accounting, 4(1), 1–19.

Izaty, S. N., Umairo, T., Khadiqoh, S., Aji, G., & Andrean, R. (2024). Financial management in the framework of sharia: exploring the basics of financial management based on islamic teachings. JISEF: Journal Of International Sharia Economics And Financial, 3(01), 48–68.

Jaya, A. (2022). Investigating Islamic Financial Market: a Study in Jakarta Islamic Index. International Journal of Religious and Cultural Studies, 4(2).

Kismawadi, E. R. (2024). Analysis of key influencing factors on the financial performance of Jakarta Islamic Index 30 industrial firms. Journal of Islamic Accounting and Business Research.

Majka, M. (2024). Return on Assets. Researchgate. https://www. researchgate. net/publication ….

Maraliza, H. (2025). ANALYSIS OF THE IMPACT OF THE IMPLEMENTATION OF SHARIA PRINCIPLES ON THE FINANCIAL PERFORMANCE OF COMPANIES IN INDONESIA. INTERNATIONAL JOURNAL OF ECONOMIC LITERATURE, 3(4), 85–100.

Muttalib, A., & Solatiyah, B. (2024). The Impact of Inflation, Interest Rates, and Exchange Rates on the Jakarta Islamic Index (JII) Stock Price Index on the Indonesia Stock Exchange. Interest Rates, and Exchange Rates on the Jakarta Islamic Index (JII) Stock Price Index on the Indonesia Stock Exchange (February 26, 2024).

Ningrum, R. I. K., & Cundo Harimurti, S. T. (2023). The effect of return on equity (ROE), debt to asset ratio (DAR) and growth to price earning ratio (PER) in food and sub-sector manufacturing companies beverages listed on the Indonesia Stock Exchange (IDX) 2017-2021. International Journal of Current Economics & Business Ventures, 3(1).

Pangestu, A., & Tripangesti, P. (2025). Predicting Monthly Inflation Trends in Indonesia: An ARIMA Approach. IBRICS: Journal of Multidisciplinary Study, 1(1), 38–48.

Parameswaran, S. K. (2022). Fundamentals of financial instruments: An introduction to stocks, bonds, foreign exchange, and derivatives. John Wiley & Sons.

Pepis, S., & De Jong, P. (2019). Effects of Shariah-compliant business practices on long-term financial performance. Pacific-Basin Finance Journal, 53, 254–267.

Qoyum, A., AlHashfi, R. U., Hanafi, M. M., Mohd Thas Thaker, H., & Effendi, J. (2024). Resilience of ethical and nonethical stock during COVID-19 crisis: a case of Indonesia Stock Exchange. Journal of Islamic Accounting and Business Research.

Seilern, P. (2024). Only the Best Will Do-: The compelling case for investing in quality growth businesses. Harriman House Limited.

Srairi, S. (2025). The risk governance paradox in GCC banks: unveiling the roles of risk disclosure and fintech on performance for conventional and Islamic banks. Journal of Financial Reporting and Accounting.

Sriwanti, A. R., Nurfauziah, F. L., Nuraidah, N., & Afriani, S. (2023). Inflation, Interest Rates, And Money Supply Against The Jakarta Ismaic Index 30. Conference on Economic and Business Innovation (CEBI), 666–676.

Utomo, S. B., Sekaryuni, R., Widarjono, A., Tohirin, A., & Sudarsono, H. (2021). Promoting Islamic financial ecosystem to improve halal industry performance in Indonesia: a demand and supply analysis. Journal of Islamic Marketing, 12(5), 992–1011.

Yahaya, O. A. (2026). Capital Structure, Inflation Rate, and Firm Value in Nigeria. Journal of Economics and Business, 18(1), 697–742.

Zakiy, F. S., Falikhatun, F., & Fauziah, N. N. (2023). Sharia governance and organizational performance in zakat management organization: evidence from Indonesia. Journal of Islamic Accounting and Business Research.

Published

2026-01-31

How to Cite

Akbar, A. (2026). HIERARCHICAL REGRESSION MODELING TO DETERMINE THE DOMINANT MICRO-MACRO ECONOMIC FACTORS IN THE SHARIA STOCK SECTOR. Multidisciplinary Indonesian Center Journal (MICJO), 3(1), 1990–1999. https://doi.org/10.62567/micjo.v3i1.2215

Similar Articles

1 2 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.