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Abstract
Global commodity price fluctuations have become an important factor influencing the performance of the energy sector in capital markets. This study aims to examine the effects of world oil price returns, world gold price returns, and world coal price returns on energy sector stock returns on the Indonesia Stock Exchange (IDX) during the 2021–2025 period. The study employs secondary daily data from 27 main board energy sector companies listed on the IDX, selected using a purposive sampling method. The data were analyzed using Ordinary Least Squares (OLS), while Vector Autoregression (VAR) and the Granger Causality Test were employed as complementary analytical methods. The results indicate that world oil price returns and world coal price returns have positive and significant effects on energy sector stock returns, whereas world gold price returns do not have a significant effect. These findings suggest that global energy commodities, particularly oil and coal, play a more influential role than gold in explaining energy sector stock returns in Indonesia. The study provides practical implications for investors by highlighting the importance of monitoring global commodity price movements in investment decision-making. In addition, it contributes empirical evidence to the growing literature on the relationship between commodity price returns and energy sector stock returns in emerging markets.
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References
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- Ali, K., Sari, D. R., & Putri, R. (2020). Pengaruh inflasi nilai tukar rupiah dan harga emas dunia terhadap indeks harga saham pertambangan pada Bursa Efek Indonesia periode tahun 2016–2018. Jurnal Bisnis dan Pembangunan, 5(2). https://doi.org/10.30873/jbd.v5i2.1591
- Basit, A. (2020). Pengaruh harga emas dan minyak dunia terhadap indeks harga saham gabungan (IHSG) periode 2016–2019. REVENUE: Jurnal Manajemen Bisnis Islam, 1(2), 95–110. https://doi.org/10.24042/revenue.v1i2.6073
- Brooks, C. (2019). Introductory econometrics for finance (4th ed.). Cambridge University Press.
- Fairuzie, A., Siagian, A., & Stefhani, Y. (2022). Analisis pengaruh earning per share, harga emas dunia, inflasi terhadap harga saham perusahaan sektor pertambangan di Bursa Efek Indonesia pada masa pandemi COVID-19. Jurnal Satya Mandiri Manajemen dan Bisnis, 7(2), 1–12. https://doi.org/10.54964/manajemen.v6i2.202
- Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486
- Goh, T. S., Erika, Henry, & Albert. (2025). Financial dynamics of energy, coal, and crude oil prices: Pathways to sustainability. International Journal of Energy Economics and Policy, 15(3), 130–137. https://doi.org/10.32479/ijeep.18702
- Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.
- Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Pearson Education Limited.
- Jaya, M. I. T., Fadrul, Novitriansyah, B., Pujiono, & Estu, A. Z. (2024). Pengaruh harga komoditas, debt to equity ratio (DER), dan return on asset (ROA) terhadap harga saham pada sektor energi yang terdaftar pada BEI periode 2019–2022. Lucrum: Jurnal Bisnis Terapan, 4(1), 102–114. https://www.ejournal.pelitaindonesia.ac.id/index.php/lucrum/article/view/4289
- Juanda, B., & Junaidi. (2012). Ekonometrika deret waktu: Teori dan aplikasi. IPB Press.
- Marwanti, M. M., & Robiyanto. (2021). Oil and gold price volatility on Indonesian stock market in the period of COVID-19 pandemic. Jurnal Manajemen dan Kewirausahaan, 23(2), 129–137. https://doi.org/10.9744/jmk.23.2.129-137
- Novianto, F., & Paramita, R. A. S. (2024). Pengaruh harga minyak, inflasi, suku bunga, dan kurs terhadap indeks saham sektoral IDXEnergy. Jurnal Ilmu Manajemen, 12(3), 536–549. https://doi.org/10.26740/jim.vn.p536-549
- Nugraha, D. P., & Putera, A. K. (2021). World commodity price analysis on mining sector stock price index in Indonesia. Focus, 2(1), 48–60. https://doi.org/10.37010/fcs.v2i1.297
- Prasada, M. D., & Pangestuti, I. R. D. (2022). Analisis pengaruh harga minyak mentah dunia, harga batubara, harga emas, inflasi, dan nilai tukar terhadap IHSG. Diponegoro Journal of Management, 11(6), 1–15. https://ejournal3.undip.ac.id/index.php/djom/article/view/36625
- Purwani, T., & Santoso, R. B. (2023). The energy commodities price and the energy sector index: Evidence from Indonesia stock exchange. Journal of Law and Sustainable Development, 11(12), 1–15. https://doi.org/10.55908/sdgs.v11i12.1687
- Raza, N., Shahzad, S. J. H., Tiwari, A. K., & Shahbaz, M. (2016). Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets. Resources Policy, 49, 290–301. https://doi.org/10.1016/j.resourpol.2016.06.011
- Rheynaldi, P. K., Endri, Minanari, 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
- Rismala, R., & Elwisam. (2020). Pengaruh inflasi, BI rate, kurs rupiah, dan harga emas dunia terhadap indeks harga saham sektor pertambangan di Indonesia. Oikonomia: Jurnal Manajemen, 15(2), 80–97. https://doi.org/10.47313/oikonomia.v15i2.753
- Rizki, A., Andini, Gunawan, D., & Cahyadi, L. (2025). Pengaruh guncangan harga batubara dan fluktuasi nilai tukar terhadap imbal hasil pasar saham pada sektor energi. Jasmien, 5(3), 123–135. https://doi.org/10.54209/jasmien.v5i03.1344
- Rohmawati, S., Mutmainnah, M., Asas, F., & Khasanah, U. (2022). Analysis of the effect of the rupiah exchange, world oil price, world gold price on the joint stock price index in the Indonesia Stock Exchange. International Journal of Science, Technology & Management, 3(1), 153–166. https://doi.org/10.46729/ijstm.v3i1.432
- Ross, S. A. (1976). The arbitrage theory of capital asset pricing. Journal of Economic Theory, 13(3), 341–360. https://doi.org/10.1016/0022-0531(76)90046-6
- Safalah, J., & Paramita, R. A. S. (2024). Pengaruh kinerja keuangan dan makroekonomi terhadap harga saham pada perusahaan sektor energi. Jurnal Ilmu Manajemen, 12(3), 537–553. https://doi.org/10.26740/jim.v12n3.p537-553
- Sahdiah, F. H., & Komara, E. F. (2022). Penggunaan Arbitrage Pricing Theory untuk menganalisis return saham pada perusahaan sub sektor perbankan yang terdaftar di Bursa Efek Indonesia (BEI) periode 2015–2021. Reviu Akuntansi, Manajemen, dan Bisnis (RAMBIS), 2(1), 1–13. https://doi.org/10.35912/rambis.v2i1.956
- Setiawan, K., Akbar, M., Wahdah, R., & Bachtiar, Y. (2025). Determinan harga saham perusahaan sektor energi yang terdaftar di Bursa Efek Indonesia. JoEMS: Journal of Education and Management Studies, 8(3), 120–129. https://doi.org/10.32764/joems.v8i3.1502
- Tsay, R. S. (2010). Analysis of financial time series (3rd ed.). John Wiley & Sons.
- 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
- Zunara, E., & Hartoyo, S. (2016). Analisis pengaruh faktor makroekonomi terhadap return dan risk premium saham menggunakan model Arbitrage Pricing Theory. Jurnal Aplikasi Manajemen, 14(3), 546–556. https://doi.org/10.18202/jam23026332.14.3.15
References
Ady, S. U. (2021). The effect of world oil prices, gold prices, and other energy prices on the Indonesian mining sector with exchange rate of Indonesian rupiah as the moderating effect. International Journal of Energy Economics and Policy, 11(5), 369–376. https://doi.org/10.32479/ijeep.11351
Ali, K., Sari, D. R., & Putri, R. (2020). Pengaruh inflasi nilai tukar rupiah dan harga emas dunia terhadap indeks harga saham pertambangan pada Bursa Efek Indonesia periode tahun 2016–2018. Jurnal Bisnis dan Pembangunan, 5(2). https://doi.org/10.30873/jbd.v5i2.1591
Basit, A. (2020). Pengaruh harga emas dan minyak dunia terhadap indeks harga saham gabungan (IHSG) periode 2016–2019. REVENUE: Jurnal Manajemen Bisnis Islam, 1(2), 95–110. https://doi.org/10.24042/revenue.v1i2.6073
Brooks, C. (2019). Introductory econometrics for finance (4th ed.). Cambridge University Press.
Fairuzie, A., Siagian, A., & Stefhani, Y. (2022). Analisis pengaruh earning per share, harga emas dunia, inflasi terhadap harga saham perusahaan sektor pertambangan di Bursa Efek Indonesia pada masa pandemi COVID-19. Jurnal Satya Mandiri Manajemen dan Bisnis, 7(2), 1–12. https://doi.org/10.54964/manajemen.v6i2.202
Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486
Goh, T. S., Erika, Henry, & Albert. (2025). Financial dynamics of energy, coal, and crude oil prices: Pathways to sustainability. International Journal of Energy Economics and Policy, 15(3), 130–137. https://doi.org/10.32479/ijeep.18702
Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Pearson Education Limited.
Jaya, M. I. T., Fadrul, Novitriansyah, B., Pujiono, & Estu, A. Z. (2024). Pengaruh harga komoditas, debt to equity ratio (DER), dan return on asset (ROA) terhadap harga saham pada sektor energi yang terdaftar pada BEI periode 2019–2022. Lucrum: Jurnal Bisnis Terapan, 4(1), 102–114. https://www.ejournal.pelitaindonesia.ac.id/index.php/lucrum/article/view/4289
Juanda, B., & Junaidi. (2012). Ekonometrika deret waktu: Teori dan aplikasi. IPB Press.
Marwanti, M. M., & Robiyanto. (2021). Oil and gold price volatility on Indonesian stock market in the period of COVID-19 pandemic. Jurnal Manajemen dan Kewirausahaan, 23(2), 129–137. https://doi.org/10.9744/jmk.23.2.129-137
Novianto, F., & Paramita, R. A. S. (2024). Pengaruh harga minyak, inflasi, suku bunga, dan kurs terhadap indeks saham sektoral IDXEnergy. Jurnal Ilmu Manajemen, 12(3), 536–549. https://doi.org/10.26740/jim.vn.p536-549
Nugraha, D. P., & Putera, A. K. (2021). World commodity price analysis on mining sector stock price index in Indonesia. Focus, 2(1), 48–60. https://doi.org/10.37010/fcs.v2i1.297
Prasada, M. D., & Pangestuti, I. R. D. (2022). Analisis pengaruh harga minyak mentah dunia, harga batubara, harga emas, inflasi, dan nilai tukar terhadap IHSG. Diponegoro Journal of Management, 11(6), 1–15. https://ejournal3.undip.ac.id/index.php/djom/article/view/36625
Purwani, T., & Santoso, R. B. (2023). The energy commodities price and the energy sector index: Evidence from Indonesia stock exchange. Journal of Law and Sustainable Development, 11(12), 1–15. https://doi.org/10.55908/sdgs.v11i12.1687
Raza, N., Shahzad, S. J. H., Tiwari, A. K., & Shahbaz, M. (2016). Asymmetric impact of gold, oil prices and their volatilities on stock prices of emerging markets. Resources Policy, 49, 290–301. https://doi.org/10.1016/j.resourpol.2016.06.011
Rheynaldi, P. K., Endri, Minanari, 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
Rismala, R., & Elwisam. (2020). Pengaruh inflasi, BI rate, kurs rupiah, dan harga emas dunia terhadap indeks harga saham sektor pertambangan di Indonesia. Oikonomia: Jurnal Manajemen, 15(2), 80–97. https://doi.org/10.47313/oikonomia.v15i2.753
Rizki, A., Andini, Gunawan, D., & Cahyadi, L. (2025). Pengaruh guncangan harga batubara dan fluktuasi nilai tukar terhadap imbal hasil pasar saham pada sektor energi. Jasmien, 5(3), 123–135. https://doi.org/10.54209/jasmien.v5i03.1344
Rohmawati, S., Mutmainnah, M., Asas, F., & Khasanah, U. (2022). Analysis of the effect of the rupiah exchange, world oil price, world gold price on the joint stock price index in the Indonesia Stock Exchange. International Journal of Science, Technology & Management, 3(1), 153–166. https://doi.org/10.46729/ijstm.v3i1.432
Ross, S. A. (1976). The arbitrage theory of capital asset pricing. Journal of Economic Theory, 13(3), 341–360. https://doi.org/10.1016/0022-0531(76)90046-6
Safalah, J., & Paramita, R. A. S. (2024). Pengaruh kinerja keuangan dan makroekonomi terhadap harga saham pada perusahaan sektor energi. Jurnal Ilmu Manajemen, 12(3), 537–553. https://doi.org/10.26740/jim.v12n3.p537-553
Sahdiah, F. H., & Komara, E. F. (2022). Penggunaan Arbitrage Pricing Theory untuk menganalisis return saham pada perusahaan sub sektor perbankan yang terdaftar di Bursa Efek Indonesia (BEI) periode 2015–2021. Reviu Akuntansi, Manajemen, dan Bisnis (RAMBIS), 2(1), 1–13. https://doi.org/10.35912/rambis.v2i1.956
Setiawan, K., Akbar, M., Wahdah, R., & Bachtiar, Y. (2025). Determinan harga saham perusahaan sektor energi yang terdaftar di Bursa Efek Indonesia. JoEMS: Journal of Education and Management Studies, 8(3), 120–129. https://doi.org/10.32764/joems.v8i3.1502
Tsay, R. S. (2010). Analysis of financial time series (3rd ed.). John Wiley & Sons.
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
Zunara, E., & Hartoyo, S. (2016). Analisis pengaruh faktor makroekonomi terhadap return dan risk premium saham menggunakan model Arbitrage Pricing Theory. Jurnal Aplikasi Manajemen, 14(3), 546–556. https://doi.org/10.18202/jam23026332.14.3.15