Macroeconomic Variable Analysis of Crude Oil Consumption in Indonesia for the Period 1983-2023

Sultan Sultan; Selma Raisaniva Putri

doi:10.32535/ijafap.v8i3.4196

Macroeconomic Variable Analysis of Crude Oil Consumption in Indonesia for the Period 1983-2023

Sultan Sultan, Selma Raisaniva Putri

Abstract

The imbalance between Indonesia’s rising crude oil consumption and declining domestic production poses risks to sustainable economic growth and energy security. This study analyzes the long- and short-run effects of domestic crude oil prices, manufacturing sector value added, and GDP per capita on Indonesia’s crude oil consumption from 1983 to 2023 using the Error Correction Model (ECM), with annual data sourced from BP Statistical Review 2024 and the World Bank 2024. Long-run results indicate that manufacturing value added (p = 0.0000) and GDP per capita (p = 0.0000) significantly influence crude oil consumption, while domestic crude oil prices (p = 0.6800) are insignificant. In the short run, all three variables significantly affect consumption (p < 0.05), with domestic crude oil prices and GDP per capita exerting positive effects and manufacturing value added exhibiting a negative effect. The error-correction coefficient of –0.2643 indicates a moderate adjustment toward long-term equilibrium. These findings demonstrate that economic growth and industrial value creation are primary drivers of energy demand, whereas price mechanisms remain less effective under government subsidies. Policy recommendations include enhancing energy efficiency, promoting industrial modernization, restructuring fuel-subsidy allocations, and investing in renewable energy to reduce oil dependence and support sustainable growth.

Keywords

Crude Oil Consumption; Domestic Oil Prices; Energy Demand; GDP per Capita; Manufacturing Sector

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References

Abdellah, O. (2025). Modeling non-stationary processes in panel data econometrics: cointegration tests and error correction mechanisms applied to macroeconomic time series across multiple countries. Journal of Experimental and Computational Methods in Applied Sciences, 10(5), 1-13.

Alkofahi, K., & Bousrih, J. (2024). The nexus between oil consumption, economic growth, and crude oil prices in Saudi Arabia. Economies, 12(5), 105. https://doi.org/10.3390/economies12050105

Astuti, C. P., Sasana, H., & Prakoso, J. A. (2023). Analisis faktor yang mempengaruhi konsumsi energi minyak bumi pada negara importir minyak bumi di Asia. In Prosiding Seminar Nasional & Call for Paper Fakultas Ekonomi (Vol. 2, pp. 282-292).

Banelien?, R. (2021). Industry impact on GDP growth in developed countries under R&D investment conditions. Journal of Small Business Strategy (archive only), 31(1), 66-80.

Basuki, A. T., & Prawoto, N. (2016). Analisis Regresi dalam Penelitian Ekonomi dan Bisnis (Dilengkapi Aplikasi SPSS & Eviews). Rajawali Pers.

British Petroleum (BP). (2021). Statistical Review of World Energy 2021 (70th ed.). BP. https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/statistical-review/bp-stats-review-2021-full-report.pdf

British Petroleum (BP). (2024). BP Energy Outlook 2024 edition. BP. https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/energy-outlook/bp-energy-outlook-2024.pdf

Central Agency of Statistics of Indonesia (BPS Indonesia). (2024). Proporsi Nilai Tambah Sektor Industri Manufaktur Terhadap PDB, 2023. BPS Indonesia. https://www.bps.go.id/id/statistics-table/2/MTIxNCMy/proporsi-nilai-tambah-sektor-industri-manufaktur-terhadap-pdb.html

Ee, C. G., Ibrahim, H., Gulati, C., Chok, C., Shanshan, D., Kushwah, D., …, & Kee, D. M. H. (2024). Analysis of the factors affecting customer preference towards McDonald’s. International Journal of Tourism and Hospitality in Asia Pacific, 7(1), 129–142. https://doi.org/10.32535/ijthap.v7i1.2629

Fakhr, S. M., & Bouabid, A. (2023). Possible reasons for spurious regression in the econometric model (case study of imports in the United States of America). International Journal of Professional Business Review, 8(12), 2.

Ghanad, A. (2023). An overview of quantitative research methods. International Journal of Multidisciplinary Research and Analysis, 6(08), 3794-3803. https://doi.org/10.47191/ijmra/v6-i8-52

Ilmanita, H. A., & Aimon, H. (2019). Analisis keseimbangan jangka pendek dan jangka panjang konsumsi energi di Indonesia. Jurnal Kajian Ekonomi Dan Pembangunan, 1(3), 807–822. https://doi.org/10.24036/jkep.v1i3.7708

Kee, D. M. H., Sin, L. G., Yuan, N. Z., Ni, N. L. Y., Wen, N. K., Fang, N. S., …, & Muhsyi, U. A. (2023). The influence of customer satisfaction, brand trust, and brand loyalty on purchase intention: A study of McDonald’s in Malaysia. International Journal of Tourism and Hospitality in Asia Pacific, 6(2), 88–101. https://doi.org/10.32535/ijthap.v6i2.2343

Kee, D. M. H., Veeraselvam, V. R. A., Vayapuri, V. A., Aisyah, U., A’ishah, T. A., Enakhifo, E., & Edeh, F. O. (2022). Contributing factors to customer satisfaction during the pandemic: A study of Foodpanda of Malaysia and Nigeria. International Journal of Tourism and Hospitality in Asia Pacific, 5(1), 21–33. https://doi.org/10.32535/ijthap.v5i1.1399

Kuncoro, M. (2010). Masalah, Kebijakan, dan Politik Ekonomi Pembangunan. Erlangga.

Mankiw, N. G. (2006). Makroekonomi (6th ed.). Erlangga.

Mardiansyah, D. (2024, May 24). Kementerian ESDM Catat Rata-rata Intensitas Energi Indonesia Capai 3%. Kontan. https://industri.kontan.co.id/news/kementerian-esdm-catat-rata-rata-intensitas-energi-indonesia-capai-3

Mlaabdal, S., Chygryn, O., Kwilinski, A., Muzychuk, O. M., & Akimov, O. (2020). Economic growth and oil industry development: assessment of the interaction of national economy indicators. In Sustainable Economic Development and Advancing Education Excellence in the Era of Global Pandemic (pp. 8102-8114).

Oltulular, S. (2024). Circular behavior of oil consumption and the impact of oil prices with the Fourier approach. Energy Strategy Reviews, 53, 101386. https://doi.org/10.1016/j.esr.2024.101386

Organization of the Petroleum Exporting Countries (OPEC). (2024). Indonesia Minyak Mentah: Impor. CEIC Data. https://www.ceicdata.com/id/indicator/indonesia/crude-oil-imports

Reksohadiprodjo, S., & Pradono, P. (2012). Ekonomi Sumber Daya Alam dan Energi (2nd ed.). BPFE.

Rezki, J. F. (2011). Konsumsi energi dan pembangunan ekonomi di Asia Tenggara. Jurnal Ekonomi dan Pembangunan Indonesia, 12(1), 3. https://doi.org/10.21002/jepi.v12i1.03

Santoso, R. (2022). Analisis Faktor-Faktor yang Mempengaruhi Impor Minyak Bumi dan Gas di Indonesia Pada Tahun 1996-2020 [Undergraduate thesis, Universitas Islam Indonesia]. DSpace. https://dspace.uii.ac.id/handle/123456789/41124

Saraswati, L., & Kusumawati, R. (2017). Fuzzy Elman Recurrent Neural Network Dalam Peramalan Harga Minyak Mentah di Indonesia dengan Optimasi Algoritma Genetika [Undergraduate thesis, Universitas Negeri Yogyakarta]. EPrints UNY. http://eprints.uny.ac.id/id/eprint/52855

Sartika, Y., & Amar, S. (2020). Pengaruh perekonomian dan jumlah penduduk terhadap permintaan bahan bakar minyak di Indonesia. Jurnal Kajian Ekonomi Dan Pembangunan, 2(3), 7-16. https://doi.org/10.24036/jkep.v2i3.10290

Setiawan, A., Tua, D. P., & Husin, M. K. E. (2019). Pengaruh konsumsi bahan bakar fosil terhadap produk domestik bruto Indonesia dan hubungan timbal balik di antara keduanya. Jurnal Teknologi Mineral dan Batubara, 15(3), 213-223. https://doi.org/10.30556/jtmb.vol15.no3.2019.931

Sinaga, D. (2022). Buku Ajar Metodologi Penelitian (Penelitian Kuantitatif). UKI Press.

Sugiyono, S. (2013). Metodologi Penelitian Kuantitatif, Kualitatif dan R&D. Alfabeta.

Utama, E. R. (2014). Analisis faktor-faktor yang mempengaruhi impor minyak mentah di Indonesia. JEJAK: Jurnal Ekonomi dan Kebijakan, 7(1), 85-91. https://doi.org/10.15294/jejak.v7i1.3845

Utari, W. (2025). Analysis of the influence of national income, interest rates, and inflation on the nominal exchange rate: An approach using cointegration and Error Correction Model (ECM). Inovbiz: Jurnal Inovasi Bisnis Seri Manajemen, Investasi dan Kewirausahaan, 5(1), 43-51. https://doi.org/10.35314/inovbizmik.v5i1.524

World Bank Data Help Desk. (n.d.). World Bank Country and Lending Groups. The World Bank. https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and-lending-groups

Yusgiantoro, P. (2000). Ekonomi Energi: Teori dan Praktik. Pustaka LP3ES

DOI: https://doi.org/10.32535/ijafap.v8i3.4196