The Effect of Capital Structure and Corporate Risk on Firm Value in Energy Sector Companies Listed on the Indonesia Stock Exchange 2020-2024
Main Article Content
Renata Endriani Panji*
Hariyati Hariyati
Notable volatility in firm valuation characterized Indonesia’s energy industry from 2020 through 2024, driven by the synergistic effects of the coronavirus crisis, unstable raw material costs, and an accelerating pivot toward sustainable power systems. This research endeavors to examine the role of financial leverage and enterprise‑level risk in shaping firm value, using organizational scale as a supplementary control, and concentrates exclusively on IDX‑registered energy companies throughout the designated timeframe. The research methodology employs a causal quantitative approach based on secondary data gathered from audited annual financial statements. Utilizing a purposive sampling technique, a final sample of 155 observations was obtained after eliminating extreme data points (outliers). The data analysis techniques applied to test each variable and hypothesis include descriptive analysis, classical assumption tests, and multiple linear regression analysis using SPSS version 25 software. Findings from the simultaneous test reveal that capital structure, corporate risk, and firm size jointly exert a statistically meaningful influence on firm value. Viewed individually, the data show that corporate risk enhances firm value positively, while both capital structure and firm size diminish firm value negatively. This study offers a novelty through empirical documentation of the joint effects attributable to financial leverage and enterprise risk, with organizational scale serving as a control, in the Indonesian energy domain over the 2020–2024 period. Empirical materials drawn from that sector, gathered during a phase of overlapping economic upheaval and foundational energy realignment, permit an extension of agency and signaling frameworks to the interpretation of corporate worth under unpredictable circumstances.
Abedifar, P., Bouslah, K., & Zheng, Y. (2021). Stock price synchronicity and price informativeness: Evidence from a regulatory change in the US banking industry. Finance Research Letters, 40, 101678. https://doi.org/10.1016/j.frl.2020.101678
Alghifari, E. S., Solikin, I., Nugraha, N., Waspada, I., Sari, M., & Puspitawati, L. (2022). Capital Structure, Profitability, Hedging Polic , Firm Size, and Firm Value : Mediation and Moderation Analysis. 9(5), 789–801. https://doi.org/10.15549/jeecar.v9i5.1063
Amalutstsani, W. Y., & Anwar, M. (2021). Corporate Governance, Risiko, dan Nilai Perusahaan Pada Perusahaan Sektor Perbankan Di Indonesia. Jurnal Ilmu Manajemen, 11(1), 1–9. https://doi.org/10.32502/jimn.v11i1.3514
Apriatni, E. P., & Youlianto, A. (2021). Moderating effects of corporate governance mechanism on the relation between capital structure and firm performance. Cogent Business & Management, 8(1), 1–22. https://doi.org/10.1080/23311975.2020.1866822
Behl, A., Kumari, P. S. R., Makhija, H., & Sharma, D. (2022). Exploring the relationship of ESG score and firm value using cross-lagged panel analyses: case of the Indian energy sector. Annals of Operations Research, 313(1), 231–256. https://doi.org/10.1007/s10479-021-04189-8
Bui, T. N., Nguyen, X. H., & Pham, K. T. (2023). The Effect of Capital Structure on Firm Value: A Study of Companies Listed on the Vietnamese Stock Market. International Journal of Financial Studies, 11(3), 100. https://doi.org/10.3390/ijfs11030100
Chen, S., & Bien, J. (2019). Valid Inference Corrected for Outlier Removal. Journal of Computational and Graphical Statistics, 29(2), 323–334. https://doi.org/10.1080/10618600.2019.1660180
Chen, Y. H. H. (2023). An economy-wide framework for assessing the stranded assets of energy production sector under climate policies. Climate Change Economics, 14(1), 2350003. https://doi.org/10.1142/S2010007823500033
Dai, D., & Xue, Y. (2022). The impact of green innovation on a firm’s value from the perspective of enterprise life cycles. Sustainability, 14(3), 1226. https://doi.org/10.3390/su14031226
Dang, C., (Frank) Li, Z., & Yang, C. (2018). Measuring firm size in empirical corporate finance. Journal of Banking & Finance, 86, 159–176. https://doi.org/10.1016/j.jbankfin.2017.09.006
Diantimala, Y., Syahnur, S., Mulyany, R., & Faisal, F. (2021). Firm size sensitivity on the correlation between financing choice and firm value. Cogent Business & Management, 8(1), 1926404. https://doi.org/10.1080/23311975.2020.1866822
Diastuti, S. A., Cholifah, C., & Istanti, E. (2021). Pengaruh Ukuran Perusahaan, Profitabilitas dan Resiko Bisnis terhadap Struktur Modal pada Perusahaan Manufaktur (LQ45) Tahun 2015-2018. Benchmark, 1(2), 114–121. https://doi.org/10.46821/benchmark.v1i2.149
Doorasamy, M. (2021). Capital structure, firm value and managerial ownership: Evidence from East African countries. Investment Management and Financial Innovations, 18(1), 346–356. https://doi.org/10.21511/imfi.18(1).2021.28
Eldomiaty, T. (2024). An Alignment of Financial Signaling and Stock Return Synchronicity. Journal of Risk and Financial Management, 17(4), 162. https://doi.org/10.3390/jrfm17040162
Fahmi, I. (2014). Manajemen Risiko Teori, Kasus, dan Solusi. Alfabeta.
Farooq, O., & Ahmed, N. (2024). Shariah compliance and stock price synchronicity: evidence from India. International Journal of Emerging Markets, 19(3), 752–774. https://doi.org/10.1108/IJOEM-07-2021-1149
Ferriswara, D., Sayidah, N., & Agus Buniarto, E. (2022). Do corporate governance, 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
Grosu, V., Tiron-Tudor, A., Socoliuc, M., Ciubotariu, M.-S., Hlaciuc, E., Macovei, A.-G., Tulvinschi, M., Mihalciuc, C.-C., & Melega, A. (2023). Financial sustainability of oil and gas companies—basis for building resilience strategies. Frontiers in Environmental Science, 11. https://doi.org/10.3389/fenvs.2023.1205522
Guo, Z., Hou, S., & Li, Q. (2020). Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment. Sustainability, 12(20), 8452. https://doi.org/10.3390/su12208452
Handayani, S. R., Jamaluddin, J., Palit, T. C., & Sipahutar, I. A. (2020). Pengaruh Struktur Modal, Profitabilitas, dan Risiko Perusahaan Terhadap Nilai Perusahaan Pada Sub Sektor Wholesale Yang Terdaftar Di Bursa Efek Indonesia Periode 2014-2018. Business Innovation and Entrepreneurship Journal, 2(3), 188–196. https://doi.org/10.35899/biej.v2i3.144
Holly, A., Jao, R., Mardiana, A., & Kusuma, W. (2025). Pengaruh Intellectual Capital dan Struktur Modal terhadap Nilai Perusahaan. Jurnal Ekualisasi, 6(2), 1–11. https://doi.org/10.60023/becbny67
Jaworski, J., & Czerwonka, L. (2021). Determinants of Enterprises’ Capital Structure in Energy Industry: Evidence from European Union. Energies, 14(7), 1871. https://doi.org/10.3390/en14071871
Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of Financial Economics, 3(4). https://doi.org/10.1016/0304-405X(76)90026-X
Karima, T., Hidayat, K., Nuzula, N. F., & Damayanti, C. R. (2025). The Effect of Risk on Capital Structure, Profitability, and Firm Value with Sustainability Report as a Moderating Variable. OIDA International Journal of Sustainable Development, 18(12), 475–488. https://ssrn.com/abstract=5780042
Kartika, A., Irsad, M., Setiawan, M., & Sudiyatno, B. (2023). The Relationship between Capital Structure, Firm Performance, and A Firm’s Market Competitiveness: Evidence From Indonesia. Investment Management and Financial Innovations, 20(1), 88–98. https://doi.org/10.21511/imfi.20(1).2023.09
Liu, J., Zhu, B., & Hu, X. (2024). Systemic risk spillovers among global energy firms: Does geopolitical risk matter? Energy Economics, 140, 108036. https://doi.org/10.1016/j.eneco.2024.108036
Maysari, M., & Endri, E. (2025). ESG Disclosure, Intellectual Capital, and Firm Value in the Energy Sector in Indonesia: The Moderating Role of Firm Size. International Journal of Energy Economics and Policy, 15(6), 512–522. https://doi.org/10.32479/ijeep.21243
Maysaroh, S., Ahmad, G. N., & Andy, A. (2025). Pengaruh Struktur Modal, Profitabilitas, dan Pertumbuhan Penjualan terhadap Nilai Perusahaan dengan Ukuran Perusahaan Sebagai Variabel Kontrol pada Sektor Consumer Non-Cylicals yang Terdaftar di Bursa Efek Indonesia Periode 2018-2023. Jurnal Rimba : Riset Ilmu Manajemen Bisnis Dan Akuntansi, 3(3), 269–280. https://doi.org/10.61132/rimba.v3i3.2053
Melisa, N., Oktavianti, S., Haqiqi, T. M., Zainal, R. I., & Firmansyah, F. (2024). Pengaruh Struktur Modal Dan Ukuran Perusahaan Terhadap Nilai Perusahaan Pada Perusahaan Sektor Energi Di Indonesia. Journal of Management, Entrepreneur and Cooperative, 3(1), 51–65. https://doi.org/10.56869/jmec.v3i1.533
Messier, W. F., Glover, S. M., & Prawitt, D. F. (2022). Auditing & Assurance Services: A Systematic Approach. McGraw Hill Education.
Modigliani, F., & Miller, M. H. (1963). Corporate income taxes and the cost of capital: a correction. The American Economic Review, 53(3), 433–443. https://www.jstor.org/stable/1809167
Ngatno, N., Apriatni, E. P., & Youlianto, A. (2021). Moderating effects of corporate governance mechanism on the relation between capital structure and firm performance. Cogent Business & Management, 8(1), 1866822. https://doi.org/10.1080/23311975.2020.1866822
Pangestuti, D., Muktiyanto, A., Geraldina, I., & Darmawan, D. (2022). Role of Profitability, Business Risk, and Intellectual Capital in Increasing Firm Value. Journal of Indonesian Economy and Business, 37(3), 311–338. https://doi.org/10.22146/jieb.v37i3.3564
Putra, R. D., & Gantino, R. (2021). Pengaruh Profitabilitas , Leverage , dan Ukuran Perusahaan Terhadap Nilai Perusahaan. Jurnal Bisnis Dan Manajemen, 11(1), 81–96. https://doi.org/10.15408/ess.v11i1.20338
Putri, A., Djazuli, A., & Riyah, C. (2019). Pengaruh Ukuran, Pertumbuhan, dan Risiko Perusahaan terhadap Nilai Perusahaan yang Tergabung dalam Indeks LQ45 di Bursa Efek Indonesia. Balance : Jurnal Akuntansi Dan Bisnis, 4(2), 607–621. https://doi.org/10.32502/jab.v4i2.1987
Putri, O. F. T. A., & Handayani, N. (2022). Pengaruh Struktur Modal dan Ukuran Perusahaan terhadap Nilai Perusahaan. JIRA: Jurnal Ilmu Dan Riset Akuntansi, 11(7), 1–16. https://jurnalmahasiswa.stiesia.ac.id/index.php/jira/article/view/4688
Rheynaldi, P. K., Endri, E., Minanari, M., Ferranti, P. A., & Karyatun, S. (2023). Energy price and stock return: Evidence of energy sector companies in Indonesia. International Journal of Energy Economics and Policy, 13(5), 31–36. https://doi.org/10.32479/ijeep.14544
Ridwan, A., & Ekawanti, W. (2025). Pengaruh Profitabilitas, Pertumbuhan Perusahaan, Struktur Modal dan Ukuran Perusahaan terhadap Nilai Perusahaan. Jurnal Akuntan Publik, 3(3), 1–20. https://doi.org/10.59581/jap-widyakarya.v3i3.5501
Rumondor, R., Mangantar, M., & Sumarauw, J. S. B. (2015). Pengaruh Struktur Modal, Ukuran Perusahaan, dan Risiko Perusahaan terhadap Nilai Perusahaan pada Sub Sektor Plastik dan Pengemasan di BEI. Jurnal Riset Ekonomi, Manajemen, Bisnis Dan Akuntansi, 3(3), 159–169. https://doi.org/10.35794/emba.3.3.2015.9338
Samour, A., AlGhazali, A., Gadoiu, M., & Banuta, M. (2024). Capital structure and financial performance of China’s energy industry: What can we infer from COVID-19? Plos One, 19(6), e0300936. https://doi.org/10.1371/journal.pone.0300936
Silalahi, E., & Sihotang, V. (2021). Pengaruh Struktur Modal, Pertumbuhan Perusahaan, dan Ukuran Perusahaan terhadap Nilai Perusahaan pada Perusahaan Barang Konsumsi yang Terdaftar di Bursa Efek Indonesia. Jurnal Riset Akuntansi & Keuangan, 7(2), 153–166. https://doi.org/10.54367/jrak.v7i2.1381
Sugiyono. (2013). Metode Kuantitatif, Kualitatif dan R&D. Alfabeta.
Tessmann, M., Gutiérrez, C. E. C., Khodr, O., Magalhães, L. A., & Passos, M. de O. (2024). Volatility transmission and market connectivity of metals and energy commodities: Insights from the spillover index. International Journal of Energy Economics and Policy, 14(3), 609–618. https://doi.org/10.32479/ijeep.15152
Thewissen, J., Ayaydin, Ö. A., Westerman, W., & Dorsman, A. (2024). The ESG Framework and the Energy Industry: Demand and Supply, Market Policies and Value Creation. In Esg Framework and the Energy Industry Demand and Supply Market Policies and Value Creation. Springer Cham. https://doi.org/10.1007/978-3-031-48457-5
Ukhriyawati, C. F., & Dewi, R. D. (2019). Pengaruh Struktur Modal, Pertumbuhan Perusahaan, dan Ukuran Perusahaan terhadap Nilai Perusahaan pada Perusahaan LQ45 yang Terdaftar di Bursa Efek Indonesia. EQUILIBIRIA: Jurnal Fakultas Ekonomi, 6(1), 1–14. https://doi.org/10.33373/jeq.v6i1.1899
Wahyudi, S. T., & Rahmawati, A. (2025). Examining the link between world oil price volatility and sectoral stock performance in Indonesia. Cogent Economics & Finance, 13(1), 2535484. https://doi.org/10.1080/23322039.2025.2535484
Wandani, R. T., Widiawati, H. S., & Faisol, F. (2025). Pengaruh Profitabilitas, Leverage, Growth Opportunity, dan Kebijakan Dividen Terhadap Nilai Perusahaan pada Perusahaan yang Terdaftar di LQ45 Periode 2021-2024. Jurnal Riset Manajemen Dan Akuntansi, 5(2), 785–799. https://doi.org/10.55606/jurima.v5i2.5614
Wijaya, S., & Setyawan, I. R. (2025). Pengaruh struktur modal, likuiditas, profitabilitas, dan kebijakan dividen terhadap nilai perusahaan pada perusahaan sektor energi di Indonesia. Jurnal Manajemen Bisnis Dan Kewirausahaan, 9(5), 922–933. https://doi.org/10.24912/jmbk.v9i5.35333
Yulisa, C. F., & Wahyudi, I. (2023). Pengaruh Struktur Modal, Profitabilitas dan Ukuran Perusahaan Terhadap Nilai Perusahaan Pada Perusahaan Manufaktur Sektor Makanan dan Minuman Yang terdaftar di Bursa Efek Indonesia Tahun 2018-2021. Jurnal Publikasi Ekonomi Dan Akuntansi, 3(1), 52–61. https://doi.org/10.51903/jupea.v3i1.580
Zaher, A., & Ahmed, M. (2026). Capital Structure Resilience During the COVID-19 Pandemic: An Analysis of the Impact of Financial Characteristics on Egyptian Listed Companies. Journal of Risk and Financial Management, 19(4), 252. https://doi.org/10.3390/jrfm19040252
Zandi, G. (2023). Exploring Capital Structure Determinants for OECD Energy Firms. International Journal of Energy Economics and Policy, 13(4), 338–347. https://doi.org/10.32479/ijeep.14559
