Capital Structure Policy: The Moderating Role of Equity Market Timing on Profitability and Growth Opportunity
DOI:
https://doi.org/10.22441/jurnal_mix.2025.v15i3.001Kata Kunci:
Profitability, Growth Opportunities, Equity Market Timing, Capital Structure, Coal CompaniesAbstrak
Objectives: This research endeavors to investigate how profitability and growth opportunities shape firms’ capital structure decisions, while also elucidating the moderating influence of equity market timing (EMT) within these associations. The inquiry centers on coal mining enterprises—an industry distinguished by capital-intensive operations and pronounced sensitivity to market fluctuations.
Methodology: Adopting a quantitative paradigm, this study utilizes panel data drawn from 23 coal mining firms listed on the Indonesia Stock Exchange (IDX) for the 2019–2023 period. The sample is determined through purposive selection. Moderated regression analysis serves to assess the interplay between profitability, growth opportunities, and capital structure, with EMT incorporated as a moderating construct. All variables are operationalized through financial ratios and processed using EViews software to ensure analytical rigor.
Finding: Empirical evidence discloses a significant inverse nexus between profitability and capital structure, signifying that more profitable entities exhibit a diminished proclivity toward debt financing, favoring internally generated funds instead. Conversely, growth opportunities manifest a positive and significant relationship with leverage, implying that firms with broader expansion prospects are predisposed to augment their indebtedness. Moreover, EMT intensifies these dual tendencies—fortifying the adverse link between profitability and leverage while concurrently amplifying the positive association between growth opportunities and debt usage.
Conclusion: Collectively, the findings underscore that capital structure formation is not solely contingent upon internal financial attributes such as profitability and growth potential but is equally sculpted by external capital market conditions. Firms, therefore, appear to recalibrate their financing configurations strategically, navigating between internal performance dynamics and the temporal advantages presented by favorable market valuations.
Referensi
Aiken, L. S., West, S. G., & Reno, R. R. (1991). Multiple regression: Testing and interpreting interactions. Sage Publications.
Allini, A., Rakha, S., McMillan, D. G., & Caldarelli, A. (2018). Pecking order and market timing theory in emerging markets: The case of Egyptian firms. Research in International Business and Finance, 44, 297–308. https://doi.org/10.1016/j.ribaf.2017.07.098
Amin, M. A. N., Amirah, A., & Azis, L. A. (2023). Pengaruh Growth Opportunity, Pertumbuhan Aset, Profitabilitas, Dan Risiko Bisnis Terhadap Struktur Modal Pada Perusahaan Properti Dan Real Estate. Jurnal Valuasi: Jurnal Ilmiah Ilmu Manajemen Dan Kewirausahaan, 3(1), 132–151. https://doi.org/https://doi.org/10.46306/vls.v3i1.168
Anggriani, F., Mardani, R. M., & Mustapita, A. F. (2018). Pengaruh Profitabilitas, Growth opportunity, Likuiditas Terhadap Struktur Modal (Studi Kasus Perusahaan Manufaktur Yang Terdaftar Di BEI Periode 2016-2018). E-Jurnal Riset Manajemen, 9(14), 16–29.
Anugrahani, A., & Setiawan, R. (2020). Analisis Equity Market Timing dan Struktur Modal. Sketsa Bisnis, 7(1), 45–55. https://doi.org/10.35891/jsb.v7i1.2204
Baker, M., & Wurgler, J. (2002). Market Timing and Capital Structure. The Journal of Finance, 57(1), 1–32. https://doi.org/10.1111/1540-6261.00414
Baltagi, B. H. (2021). Econometric Analysis of Panel Data (6th ed.). Wiley.
Bintara, R. (2018). Pengaruh Profitabilitas, Growth opportunity, dan Struktur Modal Terhadap Nilai Perusahaan (Studi Empiris Pada Perusahaan Manufaktur yang Terdaftar di Bursa Efek Indonesia Tahun 2012-2015). Profita: Komunikasi Ilmiah Akuntansi Dan Perpajakan, 11(2), 306–328.
Bolton, P., Chen, H., & Wang, N. (2013). Market timing, investment, and risk management. Journal of Financial Economics, 109(1), 40–62. https://doi.org/10.1016/j.jfineco.2013.02.006
Brealey, R. A., Myers, S. C., & Allen, F. (2017). Principles of Corporate Finance (12th ed.). McGraw-Hill Education.
CNBC. (2023). Harga Batu Bara Turun 4 Hari Beruntun, Bantuan China Sia-Sia. CNBC. https://www.cnbcindonesia.com/research/20231002223608-128-477251/harga-batu-bara-turun-4-hari-beruntun-bantuan-china-sia-sia
Etikan, I. (2016). Comparison of Convenience Sampling and Purposive Sampling. American Journal of Theoretical and Applied Statistics, 5(1), 1. https://doi.org/10.11648/j.ajtas.20160501.11
Febrian, D., & Utiyati, S. (2022). Pengaruh Profitabilitas, Kebijakan Dividen dan Pertumbuhan Perusahaan terhadap Nilai Perusahaan (Studi pada Perusahaan Transportasi yang Terdaftar di BEI). Jurnal Ilmu Dan Riset Manajemen, 11(5), 1–17. www.idx.co.id
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
Gujarati, D. N. (2021). Essentials of econometrics. SAGE Publications.
Hampton, M. P. (2005). Heritage, local communities and economic development. Annals of Tourism Research, 32(3), 735–759. https://doi.org/10.1016/j.annals.2004.10.010
Hartmann, F. G. H., & Moers, F. (2003). Testing contingency hypotheses in budgetary research using moderated regression analysis: a second look. Accounting, Organizations and Society, 28(7–8), 803–809. https://doi.org/10.1016/S0361-3682(03)00019-9
Hovakimian, A., Opler, T., & Titman, S. (2001). The Debt-Equity Choice. The Journal of Financial and Quantitative Analysis, 36(1), 1–24. https://doi.org/10.2307/2676195
Huang, R., & Ritter, J. R. (2009). Testing Theories of Capital Structure and Estimating the Speed of Adjustment. Journal of Financial and Quantitative Analysis, 44(2), 237–271. https://doi.org/10.1017/S0022109009090152
Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4), 305–360. https://doi.org/10.1016/0304-405X(76)90026-X
Khoa, B. T., & Thai, D. T. (2021). Capital Structure and Trade-Off Theory: Evidence from Vietnam. The Journal of Asian Finance, Economics and Business, 8(1), 45–52. https://doi.org/https://doi.org/10.13106/jafeb.2021.vol8.no1.045
Korajczyk, R. A., & Levy, A. (2003). Capital structure choice: macroeconomic conditions and financial constraints. Journal of Financial Economics, 68(1), 75–109. https://doi.org/10.1016/S0304-405X(02)00249-0
Kraus, A., & Litzenberger, R. H. (1973). A State-Preference Model of Optimal Financial Leverage. The Journal of Finance, 28(4), 911. https://doi.org/10.2307/2978343
Mahajan, A., & Tartaroglu, S. (2008). Equity market timing and capital structure: International evidence. Journal of Banking & Finance, 32(5), 754–766. https://doi.org/10.1016/j.jbankfin.2007.05.007
Markonah, M., & Prasetyo, J. H. (2022). The Effect of Corporate Governance on Financial Performance: Evidence from Islamic Banks in Indonesia. Journal of Asian Finance, Economics and Business, 9(6), 45–52. https://doi.org/10.2991/aer.k.201221.098
MODI. (2023). Summary 2023. MODI. https://modi.esdm.go.id/filter?tahun=2023
Modigliani, F., & Miller, M. H. (1963). Corporate Income Taxes and the Cost of Capital : A Correction. The American Economic Review, 53(3), 433–443.
Myers, S. C. (2001). Capital structure. Journal of Economic Perspectives, 15(2), 82–102. https://doi.org/10.4324/9781003073796-9
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
Myint, S., Lupi, A., & Tsomocos, D. P. (2017). How Investment Opportunities Affect Optimal Capital Structure. Journal of Applied Corporate Finance, 29(4), 112–124. https://doi.org/10.1111/jacf.12266
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
Rakim, A. A. (2018). Peran Market Timing Ekuitas, dan Strategi Korporasi dalam Menentukan Struktur Modal Perusahaan. Jurnal Sosial Humaniora Dan Pendidikan, 2(2), 143. https://doi.org/10.32487/jshp.v2i2.480
Ríos, V. R., & Campo, E. P. del. (2013). Business research methods: Theory and practice. ESIC Editorial.
Riwayati, H. E., Markonah, M., & Sholeha, M. (2023). The Effectiveness of Liquidity, Solvency, and Profitability Ratios against the Stock Returns of the Company. MIX : Jurnal Ilmiah Manajemen, 13(3), 600–613. https://doi.org/10.22441/jurnal
Sekaran, U., & Bougie, R. (2016). Research methods for business: A skill building approach (7th ed.). John Wiley & Sons.
Sunaryo, D. (2019). Pengaruh Resiko Bisnis Dan Growth Opportunity Terhadap Struktur Modal Pada Perushaan Manufaktur Sub Sektor Kosmetik Dan Barang Keperluan Rumah Tangga Yang Terdaftar Di Bursa Efek Indonesia Priode 2012-2017. Jurnal Riset Akuntansi Terpadu, 12(1), 22–40. https://doi.org/10.35448/jrat.v12i1.5193
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
Ulandari, S., & Hidayati, N. (2025). Determination of profitability of coal mining companies : the role of leverage , liquidity , and sales growth. Daengku: Journal of Humanities and Social Sciences Innovation, 5(1), 9–16 to.
Wijaya, B. S., & Ardini, L. (2020). Pengaruh Profitabilitas, Growth Opportunity Dan Firm Size Terhadap Struktur Modal. Jurnal Ilmu Dan Riset Akuntansi, 9(2), 1–14.
Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. MIT Press.
Zavertiaeva, M., & Nechaeva, I. (2017). Impact of Market Timing on the Capital Structure of Russian Companies. Journal of Economics and Business, 92, 10–28. https://doi.org/10.1016/j.jeconbus.2017.04.001
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