•  
  •  
 

Abstract

This study aims to examine the impact of the COVID-19 pandemic on capital structure adjustment among firms in Indonesia, with a focus on differences between Sharia-compliant and non-compliant companies. The research utilizes panel data from non-financial firms listed on the Indonesia Stock Exchange (IDX) during the 2017–2022 period. Capital structure adjustment is analyzed using panel regression methods, controlling for variables such as profitability, growth, firm size, tangibility, liquidity, and income volatility. The findings indicate that the pandemic increased leverage and accelerated capital structure adjustment overall. However, Sharia-compliant firms exhibited a slower adjustment speed compared to non-compliant firms, due to constraints imposed by Islamic financial principles. This study contributes to a deeper understanding of capital structure dynamics during crises and offers practical implications for corporate financial decision-making and regulatory strategies.

References

Ade, Ermaini & irma, ade & Ika Sari, Maheni & Hasan Hafidzi, Achmad. (2021). Dasar-Dasar Manajemen Keuangan.

Agarwal, Y. (2013). Capital structure decisions: Evaluating risk and uncertainty. John Wiley & Sons.

Agus Widarjono. 2009. Ekonometrika Pengantar dan Aplikasinya, Edisi Ketiga. Yogyakarta: Ekonesia

Agyei, Albert and Owusu, Appiah Richard, (2014), The Effect of Ownership Structure and Corporate Governance on Capital Structure of Ghanaian Listed Manufacturing Companies, International Journal of Academic Research in Accounting, Finance and Management Sciences, 4, issue 1, p. 109-118

Akbar, S., Khan, S., Haq, Z.U. and Khan, M.I. (2023), "Capital structure dynamics of Shariah-compliant vs noncompliant firms: evidence from Pakistan", International Journal of Islamic and Middle Eastern Finance and Management, Vol. 16 No. 2, pp. 366-383. https://doi.org/10.1108/IMEFM-06-2021-0239

Akdal, S. (2011). How Do Firm Characteristics Affect Capital Structure? Some UK Evidence. European Finance eJournal. https://doi.org/10.2139/ssrn.1775706.

Akinsomi, O., Ong, S.E., Ibrahim, M.F. and Newell, G. (2015), “Does being Islamic or Shariah-compliant affect capital structure? Evidence from real-estate firms in the Gulf Cooperation Council States”, in 22nd Annual European Real Estate Society Conference, Istanbul, Turkey, doi: 10.2139/ssrn.3346456.

Al-Hakim, Sofyan. (2013) Perkembangan regulasi perbankan syariah di Indonesia. Jurnal Wacana Hukum Islam dan Kemanusiaan, Volume 13, No. 1.

Aljamaan, B. E. (2018). Capital Structure: Definitions, Determinants, Theories And Link With Performance Literature Review Bader Eid Aljamaan Teaching Assistant Of Finance And Business, Almajmaah University, Saudi Arabia. European Journal Of Accounting, Auditing And Finance Research, 6(2), 49–72.

Alnori, F., & Alqahtani, F. (2019). Capital structure and speed of adjustment in non-financial firms: Does sharia compliance matter? Evidence from Saudi Arabia. Emerging Markets Review, 39, 50-67.

ALTMAN, E.I. (1984), A Further Empirical Investigation of the Bankruptcy cost Question. The Journal of Finance, 39: 1067-1089. https://doi.org/10.1111/j.1540-6261.1984.tb03893.x

Asaf, S. (2004). Executive corporate finance: the business of enhancing shareholder value. Pearson Education.

Baey, C. , Cournède, P.H. & Kuhn, E. (2019) Asymptotic distribution of likelihood ratio test statistics for variance components in nonlinear mixed effects models. Computational Statistics and Data Analysis, 135, 107–122

Bajaj, Y., Kashiramka, S. and Singh, S. (2020), “Capital structure dynamics: China and India (Chindia) perspective”, European Business Review. doi: 10.1108/EBR-09-2019-0203.

Baker, M. and Wurgler, J. (2002), “Market timing and capital structure”, The Journal of Finance, Vol. 57 No. 1, pp. 1-32.

Banerjee, S., A. Heshmati and C. Wihlborg (2000). “The dynamics of capital structure”. SSE/EFI Working Paper Series in Economics and Finance No. 333.

Baxter, N.D. (1967), LEVERAGE, RISK OF RUIN AND THE COST OF CAPITAL*. The Journal of Finance, 22: 395-403. https://doi.org/10.1111/j.1540-6261.1967.tb02975.x

Brooks, C. (2014) Introductory Econometrics for Finance. 3rd Edition, Cambridge University Press, Cambridge.

Brounen, Dirk and de Jong, Abe and Koedijk, Kees G., Corporate Finance in Europe Confronting Theory with Practice (March 15, 2004). Available at SSRN: https://ssrn.com/abstract=559415 or http://dx.doi.org/10.2139/ssrn.559415

Cook, D.O. and Tang, T. (2010) Macroeconomic Conditions and Capital Structure Adjustment Speed. Journal of Corporate Finance, 16, 73-87.

Cruz-Cárdenas, J., Zabelina, E., Guadalupe-Lanas, J., Palacio-Fierro, A., & Ramos-Galarza, C. (2021). COVID-19, consumer behavior, technology, and society: A literature review and bibliometric analysis. Technological Forecasting and Social Change, 173, 121179 - 121179. https://doi.org/10.1016/j.techfore.2021.121179.

de Jong, Abe and Nguyen, Thuy Thu and Kabir, Rezaul, Capital Structure Around the World: The Roles of Firm-and Country-Specific Determinants (September 1, 2008). Journal of Banking and Finance, Vol. 32, No. 9, 2008, Available at SSRN: https://ssrn.com/abstract=890525 or http://dx.doi.org/10.2139/ssrn.890525

de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.

de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.

Dhankar, R.S. and Boora, A.S. (1996) Cost of Capital, Optimal Capital Structure, and Value of Firm: An Empirical Study of Indian Companies. Vikalpa, 21, 29-36. doi.org/10.1177/0256090919960303

Donaldson, G. (1961). Corporate Debt Capacity: A Study of Corporate Debt Policy and the Determination of Corporate Debt Capacity. Division of Research, Graduate School of Business Administration, Harvard University, Boston.

Drobetz, Wolfgang and Pensa, Pascal and Wanzenried, Gabrielle, Firm Characteristics and Dynamic Capital Structure Adjustment (December 2006). Available at SSRN: https://ssrn.com/abstract=952268 or http://dx.doi.org/10.2139/ssrn.952268

Faccio, Mara and Xu, Jin, Taxes and Capital Structure (May 30, 2013). Journal of Financial and Quantitative Analysis (JFQA), 50(3), June 2015, pages 277-300. doi.org/10.2139/ssrn.1781158

Fama, E., French, K., 1997. Industry costs of equity. Journal of Financial Economics 43, 153–193.

Fama, E., MacBeth, J., 1973. Risk, return, and equilibrium: empirical tests. Journal of Political Economy 81, 607–636.

Farooq, M., Hunjra, A., Ullah, S., & Al-Faryan, M. (2023). The determinants of financial distress cost: A case of emerging markets. Cogent Economics & Finance, 11. https://doi.org/10.1080/23322039.2023.2186038.

Fischer, E. O., Heinkel, R., & Zechner, J. (1989). Dynamic Capital Structure Choice: Theory and Tests. The Journal of Finance, 44(1), 19-40.

Flannery, M.J. and Rangan, K.P. (2006) Partial Adjustment toward Target Capital Structures. Journal of Financial Economics, 79, 469-506. http://dx.doi.org/10.1016/j.jfineco.2005.03.004

Flávio Morais, Zélia Serrasqueiro, Joaquim J.S. Ramalho, (2022) Capital structure speed of adjustment heterogeneity across zero Leverage and Leveraged European firms, Research in International Business and Finance, Volume 62, 2022, 101682, doi.org/10.1016/j.ribaf.2022.101682.

Frank, M.Z. and Goyal, V.K. (2009). Capital Structure Decisions: Which Factors Are Reliably Important? Financial Management, 38, 1-37.

G. Oka Warmana & I. Ketut Rahyuda & Ida Bagus Anom Purbawangsa & Ni Luh Gede Sri Artini, (2020). Investigating Capital Structure Speed of Adjustment (SOA) of Indonesian Companies for Corporate Value, Global Journal of Flexible Systems Management, Springer; Global Institute of Flexible Systems Management, vol. 21(3), pages 215-231, September.

Gaud, P., Jani, E., Hoesli, M. and Bender, A. (2005), The Capital Structure of Swiss Companies: an Empirical Analysis Using Dynamic Panel Data. European Financial Management, 11: 51-69. https://doi.org/10.1111/j.1354-7798.2005.00275.

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics. Introductory Econometrics: A Practical Approach.

Hanafi, S. M. (2011). Perbandingan Kriteria Syari’ah Pada Indeks Saham Syari’ah Indonesia, Malaysia, dan Dow Jones. Asy-Syir’ah: Jurnal Ilmu Syari’ah Dan Hukum, 45(2). https://doi.org/10.14421/ajish.v45i2.21

Haron, R. (2014), “Capital structure inconclusiveness: evidence from Malaysia, Thailand and Singapore”, International Journal of Managerial Finance, Vol. 10 No. 1, pp. 23-38, doi: 10.1108/IJMF-03-2012-0025.

Haron, R. (2014, May). The existance of target capital structure on Indonesian firms. A dynamic approach. In 2014 International Symposium on Technology Management and Emerging Technologies (pp. 302-305). IEEE.

Haron, R. and Ibrahim, K. (2012), “Target capital structure and speed of adjustment: panel data evidence on Malaysia Shariah compliant securities”, International Journal of Economics, Management and Accounting, Vol. 20 No. 2, pp. 87-107.

Haron, R., Ibrahim, K., Nor, F.M. and Ibrahim, I. (2013), “Factors affecting speed of adjustment to target Leverage: Malaysia evidence”, Global Business Review, Vol. 14 No. 2, pp. 243-262, doi: 10.1177/0972150913477469.

Harris, M. And Raviv, A. (1991), The Theory of Capital Structure. The Journal of Finance, 46: 297-355. https://doi.org/10.1111/j.1540-6261.1991.tb03753.x

Himmah, E., & Sedianingsih, S. (2018). Determinant Of Capital Structure On Multinationality Company In Indonesia. Jurnal Akuntansi Universitas Jember, 15(2), 1-19. doi:10.19184/jauj.v15i2.7252

Ho, L., Lu, Y., & Bai, M. (2021). Liquidity and speed of Leverage adjustment. Australian Journal of Management, 46(1), 76-109. https://doi.org/10.1177/0312896220918913

Huang, R. and Ritter, J.R. (2009) Testing Theories of Capital Structure and Estimating the Speed of Adjustment. Journal of Financial and Quantitative Analysis, 44, 237-271. https://doi.org/10.1017/S0022109009090152

Hussain, H. I., Ali, M., Hassan, M. K., & El-Khatib, R. (2020). Asymmetric capital structure speed of adjustment, equity mispricing and Shari’ah compliance of Malaysian firms. International Review of Economics & Finance, 86, 965-975.

Hussain, M. M., & Mohammad, K. U. (2022). Moderating Role of COVID-19 Crisis on Firm Leverage Speed of Adjustments: Evidence from Pakistan. Audit and Accounting Review, 2(2), 1-24. https://doi.org/10.32350/aar.22.01

Indoria, D., & Devi, K. (2022). Analyzing the effect of COVID-19 in the financial behavior of consumers and investors. International journal of health sciences. https://doi.org/10.53730/ijhs.v6ns5.10016.

Jaros, Jaroslav & Bartosova, Viera. (2015). To the Capital Structure Choice: Miller and Modigliani Model. Procedia Economics and Finance. 26. 351-358. 10.1016/S2212-5671(15)00864-3.

Jensen, M. C., & Meckling, W. H. (1976). Theory Of The Firm: Managerial Behavior, Agency Costs And Ownership Structure. Journal of Financial Economics 3, 305-360.

Jong, A., Kabir, R., & Nguyen, T. (2007). Capital Structure Around the World: The Roles of Firm- and Country-Specific Determinants. Corporate Finance: Capital Structure & Payout Policies. https://doi.org/10.2139/ssrn.890525.

Kirch, G., Mateus, C., & Terra, P. (2012). Country Governance Structure and Financial Development as Determinants of Firms’ Capital Structure. ERN: Other Microeconomics: Intertemporal Firm Choice & Growth.

Krammer, S. (2021). Navigating the New Normal: Which firms have adapted better to the COVID-19 disruption?. Technovation, 110, 102368 - 102368. https://doi.org/10.1016/j.technovation.2021.102368.

Kraus, A., & Litzenberger, R. H. (1973). A State-Preference Model of Optimal Financial Leverage. The Journal of Finance, 28(4), 911–922. https://doi.org/10.2307/2978343

Kuncoro, Mudrajat. 2011. Metode Kuantitatif. Yogyakarta: Sekolah Tinggi Ilmu Manajemen: YKPN.

Lars E.O. Svensson, Michael Woodford, Indicator variables for optimal policy under asymmetric information, Journal of Economic Dynamics and Control, Volume 28, Issue 4, 2004, Pages 661-690, doi.org/10.1016/S0165-1889(03)00039-3.

Memon, Pervaiz Ahmed; Shah Syed, Mir Muhammad; Ghumro, Niaz Hussain; and Rus, Rohani Md (2019) "Capital Structure and Adjustment Speed: Evidence From Listed Manufacturing Firms in Indonesia and Malaysia," Indonesian Capital Market Review: Vol. 11: No. 2, Article 2.DOI: 10.21002/icmr.v11i2.11607

Modigliani, F. and Miller, M.H. (1958). The Cost of Capital, Corporation Finance and the Theory of Investment. American Economic Review, 48, 261-297

Modigliani, F. and Miller, M.H. (1963). Corporate Income Taxes and the Cost of Capital: A Correction. American Economic Review, 53, 433-443

Mokhova, N., & Zinecker, M. (2014). Macroeconomic Factors and Corporate Capital Structure. Procedia—Social and Behavioral Sciences, 110, 530-540.doi.org/10.1016/j.sbspro.2013.12.897

Mukherjee, T. and Wang, W. (2013) Capital Structure Deviation and Speed of Adjustment. Financial Review, 48, 597-615.Myers S.C. and Majluf N. (1984). Corporate financing and investment decisions when firms have information that investors do not have, Journal of Financial Economics, 13, 187-221.

Nachrowi.D, Hardius Usman. (2006) Pendekatan Populer dan Praktis Ekonometrika Untuk Analisis Ekonomi dan Keuangan. Lembaga Penerbit Fakultas Ekonomi Universitas Indonesia.

OJK. (2017). Roadmap Pengembangan Keuangan Syariah 2017-2019. Otoritas Jasa Keuangan, 1–82.

Ozkan, A. (2001), Determinants of Capital Structure and Adjustment to Long Run Target: Evidence From UK Company Panel Data. Journal of Business Finance & Accounting, 28: 175-198. https://doi.org/10.1111/1468-5957.00370

Prameswari, Bella Octavia (2021) Analysis of Sharia Status Ownership towards Company's Leverage Level and Speed of Leverage Adjustment: A Case Study of Non-Financial Company Listed on the Indonesia Stock Exchange for the 2015-2019 Period

Prasetyo, Yoyok. (2017) Rasio Keuangan sebagai Kriteria Saham Syariah, Economics, Nusantara Islamic University. Journal of Ekubis, Faculty of

Pujiastuti, A., Saefudin, S., Yunita, R., & Astuti, Y. (2022). Capital Structure Adjustment Speed in Indonesia: Does Sharia Compliance Matter?. Shirkah: Journal of Economics and Business, 7(3), 239-252.

Rahmah, Karina (2021) Analisis Determinan Leverage Dan Speed Of Leverage Adjustment Pada Perusahaan Non-Finansial Di Indonesia Yang Terdaftar Di Bursa Efek Indonesia Periode 2012-2020

Rajan, R., Zingales, L., 1995. What do we know about capital structure: some evidence from international data. Review of Finance. (2007). Dynamic Model of Optimal Capital Structure. Oxford University Press.

Ross, S. A. (1977). The Determination of Financial Structure: The Incentive-Signalling Approach. The Bell Journal of Economics, 8(1), 23–40. https://doi.org/10.2307/3003485

Saeed, K., Iqbal, M. S., & Tijjani, A. A. (2024). Impact of Corporate Governance on Capital Structure; Evidence from Pakistan. Journal of Banking and Social Equity (JBSE), 3(1), 57–69. Retrieved from https://journals.iub.edu.pk/index.php/jbse/article/view/3005

Schröder, R. M., & Sosman, E. E. (2016). An Empirical Investigation of Dynamic Capital Structure Theories –Evidence from Europe. Copenhagen Business School.

Simerly, R., & Li, M. (2000). Environmental dynamism, capital structure and performance: a theoretical integration and an empirical test. Strategic Management Journal, 21, 31-49. https://doi.org/10.1002/(SICI)1097-0266(200001)21:1

Strebulaev, I.A. (2007), Do Tests of Capital Structure Theory Mean What They Say?. The Journal of Finance, 62: 1747-1787. doi.org/10.1111/j.1540-6261.2007.01256.x

Supra, B. , Narender, V. , Jadiyappa, N. and Girish, G. (2016) Speed of Adjustment of Capital Structure in Emerging Markets. Theoretical Economics Letters, 6, 534-538. doi: 10.4236/tel.2016.63059.

Svensson, Lars, E. O., and Michael Woodford, 2003, Indicator variables for optimal policy, Journal of Monetary Economics 50, 691-720.

Tarkom, Augustine and Huang, Xinhui, Readjusting the Speed of Leverage Adjustment During the COVID-19 Pandemic? (December 1, 2023). China Accounting & Finance Review, Vol. 25, No. 4, 2023, Available at SSRN: https://ssrn.com/abstract=4625712

Titman, S. and Wessels, R. (1988), The Determinants of Capital Structure Choice. The Journal of Finance, 43: 1-19. https://doi.org/10.1111/j.1540-6261.1988.tb02585.x

Venanzi, D. (2017). How Country Affects the Capital Structure Choice: Literature Review and Criticism. International journal of economics and finance, 9, 1-11. https://doi.org/10.5539/IJEF.V9N4P1.

Vo, T. A., Mazur, M., & Thai, A. (2021). The Impact of COVID-19 Economic Crisis on the Speed of Adjustment toward Target Leverage Ratio: An International Analysis. Finance Research Letters, 45, Article ID: 102157. https://doi.org/10.1016/j.frl.2021.102157

Vo, X. V., & Ellis, C. (2017). An empirical investigation of capital structure and firm value in Vietnam. Finance Research Letters, 22, 90-94.

Bahasa Abstract

Penelitian ini bertujuan untuk mengkaji pengaruh pandemi COVID-19 terhadap penyesuaian struktur modal perusahaan di Indonesia, dengan menyoroti perbedaan antara perusahaan Sharia-compliant dan non-compliant. Studi ini menggunakan data panel perusahaan non-keuangan yang terdaftar di Bursa Efek Indonesia (BEI) selama 2017–2022. Penyesuaian struktur modal dianalisis menggunakan metode regresi panel yang mempertimbangkan variabel kontrol seperti profitabilitas, pertumbuhan, ukuran, tangibilitas, likuiditas, dan volatilitas pendapatan. Hasil menunjukkan bahwa pandemi meningkatkan leverage dan mempercepat penyesuaian struktur modal secara umum. Namun, perusahaan Sharia-compliant menunjukkan kecepatan penyesuaian yang lebih lambat dibanding non-compliant, seiring keterbatasan prinsip-prinsip keuangan Islam. Temuan ini memberikan kontribusi penting bagi pemahaman dinamika struktur modal di masa krisis serta implikasi praktis bagi pengambilan keputusan keuangan oleh manajer dan regulator.

Share

COinS