Corporate Sukuk Issuance and Firm Fundamentals: A Dynamic Causality Approach from Indonesia

Authors

  • Atallah Aqil Universitas Syiah Kuala
  • Suriani Suriani Syiah Kuala University,
  • Dewi Suryani Sentosa Universitas Syiah Kuala

DOI:

https://doi.org/10.15408/sjie.v15i2.50909

Keywords:

Islamic capital market, sharia-compliant financing, panel granger causality, panel VAR, financial fundamentals

Abstract

Research Originality: This study extends existing knowledge on corporate sukuk by moving beyond static determinant frameworks and examining the dynamic relationships between firm fundamentals and issuance behavior. The analysis offers new insights into the factors underlying sustained access to Sharia-compliant financing.

Research Objectives: This study investigates whether financial performance, capital structure, firm size, and asset growth predict the issuance behavior of Indonesian sukuk issuers.

Research Methods: Using quarterly panel data from the five most active issuers during 2015Q1-2024Q4, this study applies panel Granger causality and panel VAR with impulse response and variance decomposition.

Empirical Results: The findings reveal that firm size Granger-causes sukuk issuance, whereas return on equity, net profit margin, capital structure, and asset growth do not show Granger-causal effects at conventional levels. Issuance also exhibits strong persistence and responds more strongly to firm-size shocks than to other firm fundamentals.

Implications: These results suggest that policies to deepen the sukuk market should reduce issuance frictions, improve disclosure quality, and expand access to Sharia-compliant financing for mid-sized firms.

JEL Classification: C33, G23, G32, O16

How to Cite:
Aqil, A., Suriani, S., & Sentosa, D. S. (2026). Corporate Sukuk Issuance and Firm Fundamentals: A Dynamic Causality Approach from Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 15(2), 585-600. https://doi.org/10.15408/sjie.v15i2.50909.

References

Al Homsi, M., Sori, Z. M., & Mohamad, S. (2023). Determinants of Sukuk Credit Rating: Evidence from Issuing Firms in Malaysia. Journal of Islamic Accounting and Business Research, 14(8), 1324–1343. https://doi.org/10.1108/JIABR-05-2022-0127.

Almaskati, N. (2022). Sukuk versus Bonds: New Evidence from the Primary Market. Borsa Istanbul Review, 22(5), 1033–1038. https://doi.org/10.1016/j.bir.2022.06.005

Almaskati, N. (2023). Revisiting the Question of Liquidity: Are Sukuk Less Liquid than Conventional Bonds? Journal of Islamic Accounting and Business Research, 14(7), 1121–1132. https://doi.org/10.1108/JIABR-03-2022-0075.

Aman, A., Naim, A. M., Isa, M. Y., & Ali, S. E. A. (2021). Factors Affecting Sukuk Market Development: Empirical Evidence from Sukuk Issuing Economies. International Journal of Islamic and Middle Eastern Finance and Management, 15(5), 884–902. https://doi.org/10.1108/IMEFM-03-2020-0105.

Ashraf, D., Rizwan, M. S., & Azmat, S. (2021). Not One but Three Decisions in Sukuk Issuance: Understanding the Role of Ownership and Governance. Pacific-Basin Finance Journal, 69, 101423. https://doi.org/10.1016/j.pacfin.2020.101423.

Aziz, S., Ashraf, D., & El-Khatib, R. (2021). Societal Trust and Sukuk Activity. Journal of International Financial Markets, Institutions and Money, 74, 101384. https://doi.org/10.1016/j.intfin.2021.101384.

Balli, F., Billah, M., Balli, H. O., & De Bruin, A. (2022). Spillovers between Sukuks and Shariah-Compliant Equity Markets. Pacific-Basin Finance Journal, 72, 101725. https://doi.org/10.1016/j.pacfin.2022.101725.

Billah, S. M., Kapar, B., Hassan, M. K., Pezzo, L., & Rabbani, M. R. (2024). Tail-Risk Connectedness Between Sukuk and Conventional Bond Markets and Their Determinants: Evidence from a Country-Level Analysis. Borsa Istanbul Review, 24(1), 137–163. https://doi.org/10.1016/j.bir.2023.11.005.

Dewan Syariah Nasional-Majelis Ulama Indonesia. (2004). Fatwa No. 41/DSN-MUI/III/2004 concerning ijarah Islamic bonds. Retrieved from: https://ojk.go.id/id/kanal/syariah/regulasi/fatwa-dsn-mui/Pages/fatwa-nomor-41-dsn-mui-iii-2004.aspx.

Endri, E., Hania, B. T., & Ma’ruf, A. (2022). Corporate Green Sukuk Issuance for Sustainable Financing in Indonesia. Environmental Economics, 13(1), 38-49. https://doi.org/10.21511/ee.13(1).2022.04.

Ferriswara, D., Sayidah, N., & Buniarto, E. A. (2022). Do Corporate Governance and Capital Structure Predict Financial Performance and Firm Value? Empirical Study of Jakarta Islamic Index. Cogent Business & Management, 9(1), 2147123. https://doi.org/10.1080/23311975.2022.2147123.

Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-Spectral Methods. Econometrica, 37(3), 424–438. https://doi.org/10.2307/1912791.

Im, K. S., Pesaran, M. H., & Shin, Y. (2003). Testing for Unit Roots in Heterogeneous Panels. Journal of Econometrics, 115(1), 53–74. https://doi.org/10.1016/S0304-4076(03)00092–7.

Khan, S., & Qasem, A. (2024). Are the Firms’ Capital Structure and Performance Related? Evidence from GCC Economies. Cogent Business & Management, 11(1), 2344749. https://doi.org/10.1080/23311975.2024.2344749.

Laila, N., Rusmita, S. A., Cahyono, E. F., & Azman-Saini, W. N. W. (2021). The Role of Financial Factors and Non-Financial Factors on Corporate Bond and Sukuk Rating Indonesia. Journal of Islamic Accounting and Business Research, 12(8), 1077–1104. https://doi.org/10.1108/JIABR-10-2019-0187.

Love, I., & Zicchino, L. (2006). Financial Development and Dynamic Investment Behavior: Evidence from Panel VAR. The North American Journal of Economics and Finance, 17(3), 221–239. https://doi.org/10.1016/j.najef.2006.07.002.

Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Berlin: Springer.

Mensi, W., Lee, Y., Al-Kharusi, S., & Yoon, S.-M. (2024). Switching Spillovers and Connectedness Between Sukuk and International Islamic Stock Markets. Pacific-Basin Finance Journal, 84, 102318. https://doi.org/10.1016/j.pacfin.2024.102318.

Mohd Roslen, S. N., Chua, M. S., & Hj Mohd Ruslan, R. A. (2025). Long-Run Asymmetric Effects of Financial Risks on Sukuk Market Development: Empirical Evidence from Malaysia. Journal of Islamic Accounting and Business Research, 16(8), 1394–1425. https://doi.org/10.1108/JIABR-08-2022-0200.

Mseddi, S. (2023). International Issuance of Sukuk and Companies’ Systematic Risk: An Empirical Study. Borsa Istanbul Review, 23(3), 550–579. https://doi.org/10.1016/j.bir.2022.12.007.

Otoritas Jasa Keuangan. (2024). Islamic Sukuk Statistics: May 2024. Retrieved from: https://www.ojk.go.id/id/kanal/syariah/data-dan-statistik/data-produk-obligasi-syariah/Pages/Statistik-Sukuk-Syariah---Mei-2024.aspx

Phillips, P. C. B., & Perron, P. (1988). Testing for a Unit Root in Time Series Regression. Biometrika, 75(2), 335–346. https://doi.org/10.1093/biomet/75.2.335.

Pirgaip, B., Arslan-Ayaydin, Ö., & Karan, M. B. (2021). Do Sukuk Provide Diversification Benefits to Conventional Bond Investors? Evidence from Turkey. Global Finance Journal, 50, 100533. https://doi.org/10.1016/j.gfj.2020.100533.

Pribadi, S. K., & Wibowo, B. (2019). The Analysis of Company Decisions in Choosing Sukuk and Bonds Using Logit Model. Economica: Jurnal Ekonomi Islam, 10(1), 141–164. https://doi.org/10.21580/economica.2019.10.1.3211.

Rehan, R., Abdul Hadi, A. R., Hussain, H. I., & Hye, Q. M. A. (2023). Capital Structure Determinants Across Sectors: Comparison of Observed Evidence from the Use of Time Series and Panel Data Estimators. Heliyon, 9(9), e19618. https://doi.org/10.1016/j.heliyon.2023.e19618.

Saeed, M., Elnahass, M., Izzeldin, M., & Tsionas, M. G. (2021). Yield Spread Determinants of Sukuk and Conventional Bonds. Economic Modelling, 105, 105664. https://doi.org/10.1016/j.econmod.2021.105664.

Setiawan, R. A., & Suwandaru, A. (2024). Risk of Islamic Securities (Sukuk) and a Proposed Reforms for Development: The Indonesian Experience. Journal of Sustainable Finance & Investment, 1–20. https://doi.org/10.1080/20430795.2024.2337359.

Suhendar, A. R., & Suriani, S. (2025). Stock Market Dynamics and Jakarta Islamic Index Returns: An ARDL Approach. Share: Jurnal Ekonomi dan Keuangan Islam, 14(1), 175–196. https://doi.org/10.22373/share.v14i1.23879.

Suriani, S., Majid, M. S. A., Masbar, R., & Wahid, N. A. (2018). Macroeconomic Determinants of the Capital Market in Indonesia: A Comparative Analysis between Sukuk and Bonds Markets. International Journal of Academic Research in Economics and Management Sciences, 7(2), 1–17. https://doi.org/10.6007/ijarems/v7-i2/4112.

Suriani, S., Abd. Majid, M. S., Masbar, R., A. Wahid, N., & Ismail, A. G. (2021). Sukuk and Monetary Policy Transmission in Indonesia: The Role of Asset Price and Exchange Rate Channels. Journal of Islamic Accounting and Business Research, 12(7), 1015–1035. https://doi.org/10.1108/jiabr-09-2019-0177.

Suriani, S., Masbar, R., Agustina, M., & Khairul, A. D. (2024). Do Global Green Sukuk Affect Climate Change ? Evidence In Issuing Countries. International Journal of Energy Economics and Policy, 14(1), 98–107. https://doi.org/10.32479/ijeep.14987.

Utami, D. E. (2025). Three-Way Interaction Moderation Model of Legal Origin in Strengthening the Role of Firm Characteristics in Choice of Sukuk Type. Journal of Islamic Accounting and Business Research, 16(2), 305–320. https://doi.org/10.1108/JIABR-11-2022-0308.

Wardiwiyono, S., & Imron, M. (2022). What Determines Corporate Sukuk Ratings in Indonesia? Share: Jurnal Ekonomi dan Keuangan Islam, 11(2), 276–297. https://doi.org/10.22373/share.v11i2.12085.

Yıldırım, S., Yıldırım, D. C., & Diboglu, P. (2020). Does Sukuk Market Development Promote Economic Growth? PSU Research Review, 4(3), 209–218. https://doi.org/10.1108/PRR-03-2020-0011.

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Published

2026-08-07

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How to Cite

Corporate Sukuk Issuance and Firm Fundamentals: A Dynamic Causality Approach from Indonesia. (2026). Signifikan: Jurnal Ilmu Ekonomi, 15(2). https://doi.org/10.15408/sjie.v15i2.50909