Determination of Debt Use on Capital Structure in Indonesia
DOI:
https://doi.org/10.18196/jbti.v15i3.22671Keywords:
Debt, Liquidity, Profitability, Tangible assets, Theory of pecking orderAbstract
The use of debt is a strategic decision of the company. The company must make such decisions for the sustainability of its operations. The study investigates the factors influencing debt use in a company's capital structure. The locus of research was a technology business registered on the Indonesia Stock Exchange. The sampling was of 17 companies selected through the purposive sampling method. The companies selected as research samples were those that routinely reported financial statements during the research period from 2019 to 2023. Multiple regression analysis was employed to analyze the data. The results showed that liquidity strength negatively correlated with debt use, while the Current Ratio (CR) did not show a significant effect. Tangible assets affect the debt-to-equity ratio (DER), and no significant effect was found on the use of STDTA. Return on Asset (ROA) negatively affects short total debt to total assets (STDTA) and positively affects DER. In contrast, Total Asset Turnover (ATO) and Return on Equity (ROE) positively affected STDTA. ATO had a negative impact on DER. Meanwhile, ROE was not found to have a significant effect on DER. The company uses the pecking order theory approach in its capital structure policy. It pays more attention to internal conditions before adopting a policy of using or increasing debt in the capital structure.References
Abdul Kabeer, M., & Rafique, S. (2018). The Determinants of Capital Structure: Evidence from Pakistani Manufacturing Companies. Journal of Banking and Finance Management, 1(3), 1–16. https://doi.org/10.22259/2642-9144.0103001
Abor, J. (2007). Debt policy and performance of SMEs: Evidence from Ghanaian and South African firms. Journal of Risk Finance, 8(4), 364–379. https://doi.org/10.1108/15265940710777315
Ahangar, N. A. (2021). Stock liquidity and corporate debt maturity structure: Evidences from Indian firms. Managerial and Decision Economics, 42(7), 1754–1764. https://doi.org/10.1002/mde.3342
Ahmed, N., & Afza, T. (2019). Capital structure, competitive intensity and firm performance: evidence from Pakistan. Journal of Advances in Management Research, 16(5), 796–813. https://doi.org/10.1108/JAMR-02-2019-0018
Ahmed, Z., & Hla, D. T. (2019). Stock return volatility and capital structure measures of nonfinancial firms in a dynamic panel model: Evidence from Pakistan. International Journal of Finance and Economics, 24(1), 604–628. https://doi.org/10.1002/ijfe.1682
Al-Hunnayan, S. H. (2020). The capital structure decisions of Islamic banks in the GCC. Journal of Islamic Accounting and Business Research, 11(3), 745–764. https://doi.org/10.1108/JIABR-02-2017-0026
Banerjee, A., & De, A. (2014). Determinants of Corporate Financial Performance Relating to Capital Structure Decisions in Indian Iron and Steel Industry: An Empirical Study. Paradigm, 18(1), 35–50. https://doi.org/10.1177/0971890714540365
Bayraktaroglu, A. E., Calisir, F., & Baskak, M. (2019). Intellectual capital and firm performance: an extended VAIC model. Journal of Intellectual Capital, 20(3), 406–425. https://doi.org/10.1108/JIC-12-2017-0184
Boateng, P. Y., Ahamed, B. I., Soku, M. G., Addo, S. O., & Tetteh, L. A. (2022). Influencing factors that determine capital structure decisions: A review from the past to present. Cogent Business and Management, 9(1). https://doi.org/10.1080/23311975.2022.2152647
Chadha, S., & Sharma, A. K. (2015). Capital Structure and Firm Performance: Empirical Evidence from India. Vision: The Journal of Business Perspective, 19(4), 295–302. https://doi.org/10.1177/0972262915610852
Chen, J., & Strange, R. (2005). The determinants of capital structure: Evidence from Chinese listed companies. Economic Change and Restructuring, 38, 11–35. https://doi.org/10.1007/s10644-005-4521-7
Czerwonka, L., & Jaworski, J. (2019). Determinants of Enterprises’ Capital Structure in Poland: Evidence from Warsaw Stock Exchange. In M. Bilgin, H. Danis, E. Demir, & U. Can (Eds.), Eurasian Studies in Business and Economics (Vol. 10, Issue 2, pp. 249–262). Springer. https://doi.org/10.1007/978-3-030-11833-4_16
Czerwonka, L., & Jaworski, J. (2021). Capital structure determinants of small and medium-sized enterprises: evidence from Central and Eastern Europe. Journal of Small Business and Enterprise Development, 28(2), 277–297. https://doi.org/10.1108/JSBED-09-2020-0326
De Silva, L. G. R. V., & Banda, Y. K. W. (2022). Impact of CEO Characteristics on Capital Structure: Evidence from a Frontier Market. Asian Journal of Business and Accounting, 15(1), 71–101. https://doi.org/10.22452/ajba.vol15no1.3
Delikanlı, İ., & Kılıç, S. (2021). Factors influencing SMEs’ capital structure: a comparative analysis from Turkey. Small Enterprise Research, 28(1), 57–74. https://doi.org/10.1080/13215906.2021.1889651
Dogan, Y. Y., Ghosh, C., & Petrova, M. (2019). On the Determinants of REIT Capital Structure: Evidence from around the World. In Journal of Real Estate Finance and Economics (Vol. 59). https://doi.org/10.1007/s11146-018-9687-7
El-Sayed Ebaid, I. (2009). The impact of capital-structure choice on firm performance: empirical evidence from Egypt. Journal of Risk Finance, 10(5), 477–487. https://doi.org/10.1108/15265940911001385
Fama, E. F., & French, K. R. (2002). Testing Trade-Off and Pecking Order Predictions About Dividends and Debt. Review of Financial Studies, 15(1), 1–33. https://doi.org/10.1093/rfs/15.1.1
Frank, M. Z., & Goyal, V. K. (2009). Capital Structure Decisions: Which Factors Are Reliably Important? Financial Management, 38(1), 1–37. https://doi.org/10.1111/j.1755-053X.2009.01026.x
Gomez-Gonzalez, P. (2019). Public debt structure and liquidity provision. Journal of International Economics, 117, 51–60. https://doi.org/10.1016/j.jinteco.2019.01.004
Hang, M., Geyer-Klingeberg, J., Rathgeber, A. W., & Stöckl, S. (2018). Measurement matters—A meta-study of the determinants of corporate capital structure. The Quarterly Review of Economics and Finance, 68, 211–225. https://doi.org/10.1016/j.qref.2017.11.011
Harris, M., & Raviv, A. (1990). Capital Structure and the Informational Role of Debt. The Journal of Finance, 45(2), 321–349. https://doi.org/10.1111/j.1540-6261.1990.tb03693.x
Isa, M., & Rahmah, F. A. (2023). Knowledge Management and Organizational Performance: The Mediating Role of Dynamic Capabilities. JBTI : Jurnal Bisnis : Teori Dan Implementasi, 14(3), 478–492.
Kahya, E. H., Ersen, H. Y., Ekinci, C., Taş, O., & Simsek, K. D. (2020). Determinants of capital structure for firms in an Islamic equity index: comparing developed and developing countries. Journal of Capital Markets Studies, 4(2), 167–191. https://doi.org/10.1108/JCMS-07-2020-0023
Kaur, R., Chattopadhyay, A. K., & Rakshit, D. (2020). Determinants of Capital Structure with Reference to Select Indian Companies: A Panel Data Regression Analysis. Asia-Pacific Journal of Management Research and Innovation, 16(2), 79–92. https://doi.org/10.1177/2319510x20913454
Kontuš, E., Šorić, K., & Šarlija, N. (2023). Capital structure optimization: a model of optimal capital structure from the aspect of capital cost and corporate value. Economic Research-Ekonomska Istrazivanja, 36(2). https://doi.org/10.1080/1331677X.2022.2147565
Kuč, V., & Kaličanin, Đ. (2021). Determinants of the capital structure of large companies: Evidence from Serbia. Economic Research-Ekonomska Istrazivanja , 34(1), 590–607. https://doi.org/10.1080/1331677X.2020.1801484
Lestari, N. A., Sudarma, A., & Antony, A. (2021). The Determinants of Dividend Policy (an Empirical Study on Manufacturing Companies Listed on the Indonesia Stock Exchange 2016-2019 Period). JBTI : Jurnal Bisnis : Teori Dan Implementasi, 12(1), 23–36. https://doi.org/10.18196/jbti.v12i1.11761
M’ng, J. C. P., Rahman, M., & Sannacy, S. (2017). The determinants of capital structure: Evidence from public listed companies in Malaysia, Singapore and Thailand. Cogent Economics and Finance, 5(1). https://doi.org/10.1080/23322039.2017.1418609
Madan, K. (2007). An analysis of the debt-equity structure of leading hotel chains in India. International Journal of Contemporary Hospitality Management, 19(5), 397–414. https://doi.org/10.1108/09596110710757561
Margaritis, D., & Psillaki, M. (2010). Capital structure, equity ownership and firm performance. Journal of Banking and Finance, 34(3), 621–632. https://doi.org/10.1016/j.jbankfin.2009.08.023
Modigliani, F., & Miller, M. H. M. (1963). American Economic Association Corporate Income Taxes and the Cost of Capital : A Correction. American Economic Review, 53(3).
Moradi, A., & Paulet, E. (2019). The firm-specific determinants of capital structure – An empirical analysis of firms before and during the Euro Crisis. Research in International Business and Finance, 47, 150–161. https://doi.org/10.1016/j.ribaf.2018.07.007
Myers, S. C., & Majluf, N. S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. https://doi.org/10.1016/0304-405X(84)90023-0
Myres, S. C. (1984). The Capital Structure Puzzle. The Journal of Finance, 39(3), 574–592. https://doi.org/10.1111/j.1540-6261.1984.tb03646.x
Neville, C., & Lucey, B. M. (2022). Financing Irish high-tech SMEs: The analysis of capital structure. International Review of Financial Analysis, 83, 102219. https://doi.org/10.1016/j.irfa.2022.102219
Newman, A., Gunessee, S., & Hilton, B. (2012). Applicability of financial theories of capital structure to the Chinese cultural context: A study of privately owned SMEs. International Small Business Journal, 30(1), 65–83. https://doi.org/10.1177/0266242610370977
Ngatno, Apriatni, E. P., & Youlianto, A. (2021). Moderating effects of corporate governance mechanism on the relation between capital structure and firm performance. Cogent Business and Management, 8(1). https://doi.org/10.1080/23311975.2020.1866822
Nguyen Kim, Q. T. (2023). Does COVID-19 affect small and medium enterprises’ capital structure in vietnam? Cogent Economics and Finance, 11(1). https://doi.org/10.1080/23322039.2023.2190268
Proença, P., Laureano, R. M. S., & Laureano, L. M. S. (2014). Determinants of Capital Structure and the 2008 Financial Crisis: Evidence from Portuguese SMEs. Procedia - Social and Behavioral Sciences, 150, 182–191. https://doi.org/10.1016/j.sbspro.2014.09.027
Rajan, R. G., & Zingales, L. (1995). What Do We Know about Capital Structure? Some Evidence from International Data. The Journal of Finance, 50(5), 1421–1460. https://doi.org/10.1111/j.1540-6261.1995.tb05184.x
Rani, N., Yadav, S. S., & Tripathy, N. (2020). Capital structure dynamics of Indian corporates. Journal of Advances in Management Research, 17(2), 212–225. https://doi.org/10.1108/JAMR-12-2017-0125
Rashid, M., Johari, D. S. N. K. P. H., & Izadi, S. (2023). National culture and capital structure of the Shariah compliant firms: Evidence from Malaysia, Saudi Arabia and Pakistan. International Review of Economics and Finance, 86, 949–964. https://doi.org/10.1016/j.iref.2020.10.006
Saif-Alyousfi, A. Y. H., Md-Rus, R., Taufil-Mohd, K. N., Mohd Taib, H., & Shahar, H. K. (2020). Determinants of capital structure: evidence from Malaysian firms. Asia-Pacific Journal of Business Administration, 12(3/4), 283–326. https://doi.org/10.1108/APJBA-09-2019-0202
Sheikh, N. A., & Wang, Z. (2013). The impact of capital structure on performance: An empirical study of non-financial listed firms in Pakistan. International Journal of Commerce and Management, 23(4), 354–368. https://doi.org/10.1108/IJCoMA-11-2011-0034
Shyu, J. (2013). Ownership structure, capital structure, and performance of group affiliation: Evidence from Taiwanese group-affiliated firms. Managerial Finance, 39(4), 404–420. https://doi.org/10.1108/03074351311306210
Singh, N. P., & Bagga, M. (2019). The Effect of Capital Structure on Profitability: An Empirical Panel Data Study. Jindal Journal of Business Research, 8(1), 65–77. https://doi.org/10.1177/2278682118823312
Sohrabi, N., & Movaghari, H. (2020). Reliable factors of Capital structure: Stability selection approach. Quarterly Review of Economics and Finance, 77, 296–310. https://doi.org/10.1016/j.qref.2019.11.001
Titman, S. (1984). The effect of capital structure on a firm’s liquidation decision. Journal of Financial Economics, 13(1), 137–151. https://doi.org/10.1016/0304-405X(84)90035-7
Titman, S., & Wessels, R. (1988). The Determinants of Capital Structure Choice. The Journal of Finance, 43(1), 1–19. https://doi.org/10.1111/j.1540-6261.1988.tb02585.x
Tsolas, I. E. (2021). Efficiency and Determinants of Capital Structure in the Greek Pharmaceutical, Cosmetic and Detergent Industries. Journal of Risk and Financial Management, 14(12). https://doi.org/10.3390/jrfm14120579
Vătavu, S. (2015). The Impact of Capital Structure on Financial Performance in Romanian Listed Companies. Procedia Economics and Finance, 32(15), 1314–1322. https://doi.org/10.1016/s2212-5671(15)01508-7
Wang, Y., & Jin, X. (2019). Determine the optimal capital structure of BOT projects using interval numbers with Tianjin Binhai New District Metro Z4 line in China as an example. Engineering, Construction and Architectural Management, 26(7), 1348–1366. https://doi.org/10.1108/ECAM-07-2018-0259
Wei, B., & Yue, V. Z. (2020). Liquidity backstops and dynamic debt runs. Journal of Economic Dynamics and Control, 116, 103916. https://doi.org/10.1016/j.jedc.2020.103916
West, S. C., Mugera, A. W., & Kingwell, R. S. (2021). Drivers of farm business capital structure and its speed of adjustment: evidence from Western Australia’s Wheatbelt. Australian Journal of Agricultural and Resource Economics, 65(2), 391–412. https://doi.org/10.1111/1467-8489.12415
Yıldırım, D., & Çelik, A. K. (2021). Testing the pecking order theory of capital structure: Evidence from Turkey using panel quantile regression approach. Borsa Istanbul Review, 21(4), 317–331. https://doi.org/10.1016/j.bir.2020.11.002
Zahrah, Z., Widiyasti, B. D., & Josman, L. F. (2022). The Structure and Performance Analysis: Empirical Study on Commercial Banking in Indonesia 2010 – 2019. JBTI : Jurnal Bisnis : Teori Dan Implementasi, 13(2), 129–138. https://doi.org/10.18196/jbti.v13i2.15233
Downloads
Published
Issue
Section
License
Copyright (c) 2024 JBTI : Jurnal Bisnis : Teori dan Implementasi

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
JBTI : Jurnal Bisnis : Teori dan Implementasi is licensed under Creative Commons Attribution Attribution-NonCommercial-NoDerivatives 4.0 International License.
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution Attribution-NonCommercial-NoDerivatives 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) before and during the submission process, as it can lead to productive exchanges and earlier and greater citation of published work (See The Effect of Open Access).