CAPITAL STRUCTURE DETERMINANTS AN EMPIRICAL INVESTIGATION OF INDONESIAN MANUFACTURING COMPANIES
Main Article Content
Nana Umdiana
Kodriyah
The purpose of this study is to empirically test the determination of the existing capital structure in manufacturing companies in Indonesia. Various capital structure theories (trade-off theory, pecking order theory, agency theory, and free cash flow theory) are reviewed in order to formulate testable hypotheses about the determinants of capital structure in manufacturing firms. The research was carried out on a sample of 896 financial statements using panel data procedures. The results show that Tangibility and liquidity have a significant negative effect on leverage. Profitability and company age have no effect on leverage, while company size has a significant negative effect. This study has laid some groundwork for further investigation into the determinants of capital structure in Indonesian firms, which could be the basis for a more detailed evaluation. Furthermore, empirical findings should assist corporate executives in making the best capital structure decisions. To the best of the authors' knowledge, this is the first study that uses the most recent data to investigate the determinants of capital structure of manufacturing firms in Indonesia. Furthermore, this study appears to confirm that the same factors influence capital structure decisions in developing countries as they do in developed economies.
Ahmed Sheikh, N., & Wang, Z. (2011). Determinants of capital structure: An empirical study of firms in manufacturing industry of Pakistan. Managerial Finance, 37(2), 117–133. https://doi.org/10.1108/03074351111103668
Almanaseer, S. R. (2019). Determinants of Capital Structure: Evidence from Jordan. Accounting and Finance Research, 8(4), 186. https://doi.org/10.5430/afr.v8n4p186
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(August 2018), 50–67. https://doi.org/10.1016/j.ememar.2019.03.008
Baker, M., & Wurgler, J. (2002). Market timing and capital structure. The Journal of Finance, LVII(1). https://onlinelibrary.wiley.com/doi/abs/10.1111/1540-6261.00414
Bandyopadhyay, A., & Barua, N. M. (2016). Factors determining capital structure and corporate performance in India: Studying the business cycle effects. In Quarterly Review of Economics and Finance (Vol. 61). Board of Trustees of the University of Illinois. https://doi.org/10.1016/j.qref.2016.01.004
Bayrakdaroglu, A., Ege, I., & Yazici, N. (2013). A Panel Data Analysis of Capital Structure Determinants: Empirical Results from Turkish Capital Market. International Journal of Economics and Finance, 5(4), 131–140. https://doi.org/10.5539/ijef.v5n4p131
Booth, L., Aivazian, V., Demirguc‐Kunt, A., & ... (2001). Capital structures in developing countries. The Journal of …. https://onlinelibrary.wiley.com/doi/abs/10.1111/0022-1082.00320
Chadha, S., & Sharma, A. K. (2015). Determinants of capital structure: an empirical evaluation from India. Journal of Advances in Management Research, 12(1), 3–14. https://doi.org/10.1108/JAMR-08-2014-0051
Cotei, C., & Farhat, J. (2011). The Trade-Off Theory and the Pecking Order Theory: Are They Mutually Exclusive? SSRN Electronic Journal, June 2015. https://doi.org/10.2139/ssrn.1404576
Elmagrhi, M. H., Ntim, C. G., Malagila, J., Fosu, S., & ... (2018). Trustee board diversity, governance mechanisms, capital structure and performance in UK charities. … International Journal of …. https://www.emerald.com/insight/content/doi/10.1108/CG-08-2017-0185/full/html
Frank, M. Z., & Goyal, V. K. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics. https://www.sciencedirect.com/science/article/pii/S0304405X02002520
Haron, R. (2014). Capital structure inconclusiveness: Evidence from Malaysia, Thailand and Singapore. International Journal of Managerial Finance, 10(1), 23–38. https://doi.org/10.1108/IJMF-03-2012-0025
Jensen, M. (1986). American Economic Association Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers. American Economic Review, 76(2), 323–329.
Jensen, & Meckling. (1976). Theory Of The Firm: Managerial Behavior, Agency Costs And Ownership Structure. Journal Of Financial Economic, 3(3), 305–360. https://doi.org/10.1177/0018726718812602
Khémiri, W., & Noubbigh, H. (2018). Determinants of capital structure: Evidence from sub-Saharan African firms. Quarterly Review of Economics and Finance, 70, 150–159. https://doi.org/10.1016/j.qref.2018.04.010
Kraus, A., & Litzenberger, R. H. (1973). Optimal financial LEVERAGE. Journal of Finance, 911–922.
Kumar, S., Colombage, S., & Rao, P. (2017). Research On Capital Structure Determinants : a Review And Future Direction. International Journal of Managerial Finance, 13(2), 106–132.
Leary, M. T., & Roberts, M. R. (2010). The pecking order, debt capacity, and information asymmetry. Journal of Financial Economics, 95(3), 332–355. https://doi.org/10.1016/j.jfineco.2009.10.009
Lemmon, M. L., & Zender, J. F. (2010). Debt capacity and tests of capital structure theories. Journal of Financial and Quantitative Analysis. https://www.jstor.org/stable/27919560
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), 1–34. https://doi.org/10.1080/23322039.2017.1418609
Mahajan, A., & Tartaroglu, S. (2008). Equity market timing and capital structure: International evidence. Journal of Banking and Finance, 32(5), 754–766. https://doi.org/10.1016/j.jbankfin.2007.05.007
Maksimovic, V., & Demirgüc-Kunt, A. (2002). Funding growth in bank-based and market-based financial systems: evidence from firm-level data. Journal of Financial Economics, 65, 337–363.
Modigliani and Miller, M. H. (1958). The Cost of Capital, Corporation Finance and the Theory of Investment. The American Economic Review, 3(48), 261–297. https://doi.org/10.1136/bmj.2.3594.952
Myer, S. C. (1984). The Capital Structure Puzzle. The Journal of Finance, 39(3), 575–592.
Nguyen, H. T. (2020). The impact of capital structure on firm performance: Evidence from Vietnam. Journal of Asian Finance, Economics and Business, 7(4), 97–105. https://doi.org/10.13106/JAFEB.2020.VOL7.NO4.97
Omet, G. and M. (2003). The Capital Structure Choice in Tax Contrasting Environments: Evidence from the Jordanian, Kuwaiti, Omani and Saudi Corporate Sectors. The Economic Research Forum 10th Annual Conference.
Pacheco, L., & Tavares, F. (2017). Capital structure determinants of hospitality sector SMEs. Tourism Economics, 23(1), 113–132. https://doi.org/10.5367/te.2015.0501
Rajan, R. G., & Zingales, L. (2003). The great reversals: The politics of financial development in the twentieth century. Journal of Financial Economics, 69(1), 5–50. https://doi.org/10.1016/S0304-405X(03)00125-9
Ross, S. A. (1977). The Determination of Financial Structure: The Incentive-Signalling Approach. The Bell Journal Of Economic, 8(1), 23–40. https://doi.org/10.2469/dig.v27.n1.2
Serrasqueiro, Z., & Caetano, A. (2015). Trade-Off Theory versus Pecking Order Theory: capital structure decisions in a peripheral region of Portugal. Journal of Business Economics and Management, 16(2), 445–466. https://doi.org/10.3846/16111699.2012.744344
Strýčková, L. (2015). Factors determining the corporate capital structure in the Czech Republic from the perspective of business entities. otik.uk.zcu.cz. https://otik.uk.zcu.cz/handle/11025/17613
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
Vijayakumaran, S., & Vijayakumaran, R. (2019). Corporate governance and capital structure decisions: Evidence from Chinese listed companies. Available at SSRN 3411462. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3411462
Yildirim, R., Masih, M., & Bacha, O. I. (2018). Determinants of capital structure: evidence Ahmed Sheikh, N., & Wang, Z. (2011). Determinants of capital structure: An empirical study of firms in manufacturing industry of Pakistan. Managerial Finance, 37(2), 117–133. https://doi.org/10.1108/03074351111103668
Almanaseer, S. R. (2019). Determinants of Capital Structure: Evidence from Jordan. Accounting and Finance Research, 8(4), 186. https://doi.org/10.5430/afr.v8n4p186
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(August 2018), 50–67. https://doi.org/10.1016/j.ememar.2019.03.008
Baker, M., & Wurgler, J. (2002). Market timing and capital structure. The Journal of Finance, LVII(1). https://onlinelibrary.wiley.com/doi/abs/10.1111/1540-6261.00414
Bandyopadhyay, A., & Barua, N. M. (2016). Factors determining capital structure and corporate performance in India: Studying the business cycle effects. In Quarterly Review of Economics and Finance (Vol. 61). Board of Trustees of the University of Illinois. https://doi.org/10.1016/j.qref.2016.01.004
Bayrakdaroglu, A., Ege, I., & Yazici, N. (2013). A Panel Data Analysis of Capital Structure Determinants: Empirical Results from Turkish Capital Market. International Journal of Economics and Finance, 5(4), 131–140. https://doi.org/10.5539/ijef.v5n4p131
Booth, L., Aivazian, V., Demirguc‐Kunt, A., & ... (2001). Capital structures in developing countries. The Journal of …. https://onlinelibrary.wiley.com/doi/abs/10.1111/0022-1082.00320
Chadha, S., & Sharma, A. K. (2015). Determinants of capital structure: an empirical evaluation from India. Journal of Advances in Management Research, 12(1), 3–14. https://doi.org/10.1108/JAMR-08-2014-0051
Cotei, C., & Farhat, J. (2011). The Trade-Off Theory and the Pecking Order Theory: Are They Mutually Exclusive? SSRN Electronic Journal, June 2015. https://doi.org/10.2139/ssrn.1404576
Elmagrhi, M. H., Ntim, C. G., Malagila, J., Fosu, S., & ... (2018). Trustee board diversity, governance mechanisms, capital structure and performance in UK charities. … International Journal of …. https://www.emerald.com/insight/content/doi/10.1108/CG-08-2017-0185/full/html
Frank, M. Z., & Goyal, V. K. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics. https://www.sciencedirect.com/science/article/pii/S0304405X02002520
Haron, R. (2014). Capital structure inconclusiveness: Evidence from Malaysia, Thailand and Singapore. International Journal of Managerial Finance, 10(1), 23–38. https://doi.org/10.1108/IJMF-03-2012-0025
Jensen, M. (1986). American Economic Association Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers. American Economic Review, 76(2), 323–329.
Jensen, & Meckling. (1976). Theory Of The Firm: Managerial Behavior, Agency Costs And Ownership Structure. Journal Of Financial Economic, 3(3), 305–360. https://doi.org/10.1177/0018726718812602
Khémiri, W., & Noubbigh, H. (2018). Determinants of capital structure: Evidence from sub-Saharan African firms. Quarterly Review of Economics and Finance, 70, 150–159. https://doi.org/10.1016/j.qref.2018.04.010
Kraus, A., & Litzenberger, R. H. (1973). Optimal financial LEVERAGE. Journal of Finance, 911–922.
Kumar, S., Colombage, S., & Rao, P. (2017). Research On Capital Structure Determinants : a Review And Future Direction. International Journal of Managerial Finance, 13(2), 106–132.
Leary, M. T., & Roberts, M. R. (2010). The pecking order, debt capacity, and information asymmetry. Journal of Financial Economics, 95(3), 332–355. https://doi.org/10.1016/j.jfineco.2009.10.009
Lemmon, M. L., & Zender, J. F. (2010). Debt capacity and tests of capital structure theories. Journal of Financial and Quantitative Analysis. https://www.jstor.org/stable/27919560
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), 1–34. https://doi.org/10.1080/23322039.2017.1418609
Mahajan, A., & Tartaroglu, S. (2008). Equity market timing and capital structure: International evidence. Journal of Banking and Finance, 32(5), 754–766. https://doi.org/10.1016/j.jbankfin.2007.05.007
Maksimovic, V., & Demirgüc-Kunt, A. (2002). Funding growth in bank-based and market-based financial systems: evidence from firm-level data. Journal of Financial Economics, 65, 337–363.
Modigliani and Miller, M. H. (1958). The Cost of Capital, Corporation Finance and the Theory of Investment. The American Economic Review, 3(48), 261–297. https://doi.org/10.1136/bmj.2.3594.952
Myer, S. C. (1984). The Capital Structure Puzzle. The Journal of Finance, 39(3), 575–592.
Nguyen, H. T. (2020). The impact of capital structure on firm performance: Evidence from Vietnam. Journal of Asian Finance, Economics and Business, 7(4), 97–105. https://doi.org/10.13106/JAFEB.2020.VOL7.NO4.97
Omet, G. and M. (2003). The Capital Structure Choice in Tax Contrasting Environments: Evidence from the Jordanian, Kuwaiti, Omani and Saudi Corporate Sectors. The Economic Research Forum 10th Annual Conference.
Pacheco, L., & Tavares, F. (2017). Capital structure determinants of hospitality sector SMEs. Tourism Economics, 23(1), 113–132. https://doi.org/10.5367/te.2015.0501
Rajan, R. G., & Zingales, L. (2003). The great reversals: The politics of financial development in the twentieth century. Journal of Financial Economics, 69(1), 5–50. https://doi.org/10.1016/S0304-405X(03)00125-9
Ross, S. A. (1977). The Determination of Financial Structure: The Incentive-Signalling Approach. The Bell Journal Of Economic, 8(1), 23–40. https://doi.org/10.2469/dig.v27.n1.2
Serrasqueiro, Z., & Caetano, A. (2015). Trade-Off Theory versus Pecking Order Theory: capital structure decisions in a peripheral region of Portugal. Journal of Business Economics and Management, 16(2), 445–466. https://doi.org/10.3846/16111699.2012.744344
Strýčková, L. (2015). Factors determining the corporate capital structure in the Czech Republic from the perspective of business entities. otik.uk.zcu.cz. https://otik.uk.zcu.cz/handle/11025/17613
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
Vijayakumaran, S., & Vijayakumaran, R. (2019). Corporate governance and capital structure decisions: Evidence from Chinese listed companies. Available at SSRN 3411462. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3411462
Yildirim, R., Masih, M., & Bacha, O. I. (2018). Determinants of capital structure: evidence from Shari’ah compliant and non-compliant firms. Pacific Basin Finance Journal, 51, 198–219. https://doi.org/10.1016/j.pacfin.2018.06.008





































