Strategic Financial and Market Factors Influencing Mining Performance in Emerging Economies
Abstract
This study aims to analyze the effect of Company Size, Leverage, Commodity Prices, Sales Growth, Profitability, Liquidity, and R&D Investment on the Future Performance of mining companies listed on the Indonesia Stock Exchange (IDX) for the period 2020–2023. Future Performance is proxied using ROAt1. This study uses a quantitative method with panel data regression analysis. The research sample was determined using purposive sampling, resulting in 26 mining companies with a total of 104 observations during the research period. Panel data regression analysis shows that leverage, profitability, and commodity prices have a significant effect on future performance, while company size, sales growth, liquidity, and R&D investment do not have a significant effect on the future performance of mining companies.
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Akbar, R. F., Meidiaswati, Paramita, Kusumawati, Kautsar, & Sanjaya. (2026). Political uncertainty and stock market volatility : A comparative analysis of presidential elections in sub-ASEAN markets.
Amin, M. A. N., & Khilmi, T. A. (2023). Pengaruh Likuiditas, Leverage, dan Growth Terhadap Kinerja. JIBEMA: Jurnal Ilmu Bisnis, Ekonomi, Manajemen, Dan Akuntansi, 1(1), 1–17. https://doi.org/10.62421/jibema.v1i1.2
Arhinful, R., & Radmehr, M. (2023). The effect of financial leverage on financial performance: evidence from non-financial institutions listed on the Tokyo stock market. Journal of Capital Markets Studies, 7(1), 53–71. https://doi.org/10.1108/JCMS-10-2022-0038
Asikin, B., Kusumah, W. R., & Arnan, S. G. (2023). Pengaruh Struktur Modal, Harga Komoditas, Dan Harga Saham Terhadap Kinerja Keuangan Perusahaan (Studi Empiris Pada Perusahaan Perkebunan Kelapa Sawit Yang Terdaftar Di Bursa Efek Indonesia Periode 2018-2022). Journal of Economic, Bussines and Accounting (COSTING), 7(1), 2629–2640. https://doi.org/10.31539/costing.v7i1.8248
BPS. (2024). Produk Domestik Bruto Indonesia Triwulanan 2020–2024.
Brown, Travor C, O’Kane, Paula, Mazumdar, Bishakha, & McCracken, Martin. (2018). Performance Management: A Scoping Review of the Literature and an Agenda for Future Research. Human Resource Development Review, 18(1), 47–82. https://doi.org/10.1177/1534484318798533
Calzada Olvera, B., & Iizuka, M. (2024). The mining sector: Profit-seeking strategies, innovation patterns, and commodity prices. Industrial and Corporate Change, 33(4), 986–1010. https://doi.org/10.1093/icc/dtad020
Christian, R., Yulita, T., & Novie, R. (2023). Analisis Pengaruh Free-Cash-Flow , Profitabilitas dan Leverage terhadap Likuiditas pada Industri Pengolahan Makanan dan Minuman Periode 2019-2022. SEIKO : Journal of Management & Business, 6(2), 339–350.
Direktorat Jenderal Mineral dan Batubara. (2025). Harga Acuan. https://www.minerba.esdm.go.id/harga_acuan?utm_source=chatgpt.com
Ekadjaja, A., & Vernetta. (2022). Pengaruh Leverage, Likuiditas, Growth, Dan Ukuran Perusahaan Terhadap Kinerja Perusahaan. Jurnal Paradigma Akuntansi, 4(1), 21. https://doi.org/10.24912/jpa.v4i1.16690
He, M., & Pérez Estébanez, R. (2023). Exploring the impact of R&D intensity, human capital, patents, and brand value on business performance in small and medium enterprises (SMEs). Economic Research-Ekonomska Istrazivanja , 36(1). https://doi.org/10.1080/1331677X.2023.2181839
Iqbal, U., & Usman, M. (2018). Impact of Financial Leverage on Firm Performance. SEISENSE Journal of Management, 1(2), 70–78. https://doi.org/10.33215/sjom.v1i2.13
Keynes, J. M. (1936). The General Theory of Employment, Interest, and Money. Macmillan.
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
Krisdamayanti, D. C., & Retnani, E. D. (2020). Pengaruh CSR, Ukuran Perusahaan dan Leverage Terhadap Kinerja Keuangan Perusahaan. Jurnal Ilmu Dan Riset Akuntansi, 9(4), 1–17. https://jurnalmahasiswa.stiesia.ac.id/index.php/jira/article/view/2869
Mardaningsih, D., Nurlaela, S., & Wijayanti, A. (2021). Pengaruh leverage , likuiditas , firm size dan sales growth terhadap kinerja keuangan pada perusahaan lq45 Leverage , liquidity , firm size and sales growth influence financial performance in the company lq45. Jurnal FEB UNMUL, 17(1), 46–53.
Marshall, A. (1890). Principles of Economics. Macmillan and Co.
Michella, A., & Wijaya, H. (2024). Pengaruh Leverage, Likuiditas, Pertumbuhan, Umur Perusahaan, Dan Ukuran Perusahaan Terhadap Kinerja Perusahaan. Jurnal Paradigma Akuntansi, 6(3), 1351–1359. https://doi.org/10.24912/jpa.v6i3.31422
Nabhani, A. (2025). Untuk Masa Depan Berkelanjutan - Green Mining Buktikan Pertambangan Bukan Ancaman. Neraca.Co.Id. https://www.neraca.co.id/article/224501/untuk-masa-depan-berkelanjutan-green-mining-buktikan-pertambangan-bukan-ancaman
Nugroho, A., Indriyatni, L., & Widodo, U. (2022). Pengaruh Ukuran Perusahaan, Leverage, dan Profitabilitas terhadap Nilai Perusahaan (Studi Kasus Pada Perusahaan Manufaktur Sub Sektor Makanan dan Minuman yang Terdaftar di Bursa Efek Indonesia Periode 2018-2020). Jurnal Ilmiah Fokus Ekonomi, Manajemen, Bisnis & Akuntansi (EMBA), 1(2), 165–172. https://doi.org/10.34152/emba.v1i2.506
Penrose, E. T. (1959). The Theory of the Growth of the Firm. John Wiley & Sons.
Prabasari, B., & Amalia, N. R. (2022). Pengaruh Sales Growth Dan Capital Structure Terhadap Financial Perfomance. Solusi, 20(3), 230–235. https://doi.org/10.26623/slsi.v20i3.5357
Pradnyani, I. G. A. A., Indraswari, I. G. A. A. P., Andayani W, R. D., & Putri, Y. K. W. (2025). Pengaruh Likuiditas, Leverage, Sales Growth, Dan Firm Size Terhadap Kinerja Keuangan Perusahaan Sektor Pertambangan. Ganec Swara, 19(2), 537–544. https://doi.org/10.59896/gara.v19i2.209
Putra, A. M. (2024). The Impact of Company Size, Leverage, and Profitability Combination on Company Financial Performance. KINERJA: Jurnal Manajemen Organisasi Dan Industri, 3(2), 163–174. https://doi.org/10.37481/jmoi.v3i2.144
Putra, R. F., Almufidah, E. Z., & Anwar, C. (2024). Pengukuran Kinerja Keuangan Perusahaan dengan Fokus pada Rasio Likuiditas, Profitabilitas, dan Solvabilitas. Nusantara Entrepreneurship and Management Review, 2(2), 78–85. https://doi.org/10.55732/nemr.v2i2.1436
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
Schumpeter, J. A. (1934). The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle. Harvard University Press.
Sihombing, P., & Priambhodo, Y. D. (2024). The Effect of Coal Production, Profitability, Leverage, Newcastle Price on Firm Value with Renewable Energy Moderation. Research of Economics and Business, 2(1), 25–38. https://doi.org/10.58777/reb.v2i1.203
Sitepu, H. V. (2025). Pengaruh Tingkat Efisiensi Dan Harga Komoditas Batubara Terhadap Kinerja Perusahaan Pertambangan Batubara. 13(3), 14–27.
Susanto, I. R., Soewarno, N., & Tjahjadi, B. (2024). Role of R&D Investment on Future Performance: Evidence From Malaysian Companies. Jurnal Akuntansi Dan Keuangan, 26(1), 29–34. https://doi.org/10.9744/jak.26.1.29-34
Xu, J., Wang, X., & Liu, F. (2021). Government subsidies, R&D investment and innovation performance: analysis from pharmaceutical sector in China. Technology Analysis and Strategic Management, 33(5), 535–553. https://doi.org/10.1080/09537325.2020.1830055
DOI: http://dx.doi.org/10.18415/ijmmu.v13i3.7377
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