What drives fossil fuel consumption in Indonesia? Evidence from a macroeconomic perspective
DOI:
https://doi.org/10.53088/jerps.v6i1.2969Keywords:
Fossil Fuel Consumption, Economic Growth, Urbanization, Trade OpennessAbstract
Fossil fuels play a crucial role in economic activity in developing countries, including Indonesia. Currently, fossil fuels dominate and serve as the primary energy source, accounting for approximately 80% of the country's energy needs. Amidst fluctuating macroeconomic dynamics, fossil fuel consumption has experienced a significant increase. In this paper, we investigate the effects of macroeconomic indicators, namely economic growth, urbanization, and trade openness, on fossil fuel consumption in Indonesia. The study uses data from 1990 to 2024 sourced from Our World in Data and the World Bank. The analysis used multiple linear regression to examine the influence between variables, along with classical assumption tests. The study found that economic growth had a positive and significant effect. Urbanization had a positive and significant effect. Trade openness was also found to have a positive and significant effect on fossil fuel consumption. The largest increase in fossil fuel consumption was driven by urbanization. These findings have important implications for the formulation of future energy policies.
References
Acheampong, A. O., Boateng, E., Amponsah, M., & Dzator, J. (2021). Revisiting the economic growth–energy consumption nexus: Does globalization matter? Energy Economics, 102(July), 105472. https://doi.org/10.1016/j.eneco.2021.105472
Arif, I., Kazmi, S. W., & Khan, L. (2017). Relationship Between Trade Openness and Energy Consumption in Oil Importing Asian Countries. Journal of Finance & Economics Research, 2(1), 33–42. https://doi.org/10.20547/jfer1702103
Asafu-Adjaye, J., Byrne, D., & Alvarez, M. (2016). Economic growth, fossil fuel and non-fossil consumption: A Pooled Mean Group analysis using proxies for capital. Energy Economics, 60, 345–356. https://doi.org/10.1016/j.eneco.2016.10.016
Aswadi, K., Jamal, A., Syahnur, S., & Nasir, M. (2023). Renewable and Non-renewable Energy Consumption in Indonesia: Does it Matter for Economic Growth? International Journal of Energy Economics and Policy, 13(2), 107–116. https://doi.org/10.32479/ijeep.13900
Bakirtas, T., & Akpolat, A. G. (2018). The relationship between energy consumption, urbanization, and economic growth in new emerging-market countries. Energy, 147, 110–121. https://doi.org/10.1016/j.energy.2018.01.011
Darrian, K., Scholastica, P., Kadarusman, Y. B., & Rafitrandi, D. (2023). Energy and Economic Growth Nexus: A Long-run Relationship in Indonesia. Economics and Finance in Indonesia, 69(1), 1–14. https://doi.org/10.47291/efi.2023.01
Degirmenci, T., Bozatli, O., Albayrak, M., & Aydin, M. (2025). Fiscal instruments and fossil fuel consumption in OECD countries: Do renewable energy R&D expenditures and environmental taxes effective? Journal of Environmental Management, 394(May), 127531. https://doi.org/10.1016/j.jenvman.2025.127531
Energy Institute - Statistical Review of World Energy. (2025). Population based on various sources (2024) – with major processing by Our World in Data. “Fossil fuel consumption per capita” [dataset].
Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics, 5th edition. McGraw Hill Inc. New York.
Han, J., Zeeshan, M., Ullah, I., Rehman, A., & Afridi, F. E. A. (2022). Trade openness and urbanization impact on renewable and non-renewable energy consumption in China. Environmental Science and Pollution Research, 29(27), 41653–41668.
Ho, C. M., Nguyen, L. T., Vo, A. T., & Vo, D. H. (2021). Urbanization and the Consumption of Fossil Energy Sources in the Emerging Southeast Asian Countries. Environment and Urbanization ASIA, 12(1), 90–103. https://doi.org/10.1177/0975425321990378
Ikhsan, I., Fachrurrozi, K., Nasir, M., Elfiana, E., & Nurjannah, N. (2022). Energy-Growth Nexus in Indonesia: Fresh Evidence from Asymmetric Causality Test. International Journal of Energy Economics and Policy, 12(1), 396–400. https://doi.org/10.32479/ijeep.11837
Koengkan, M., & Fuinhas, J. A. (2022). Impact of trade openness on the consumption of fossil fuels in Latin American and Caribbean countries. In Globalisation and energy transition in Latin America and the Caribbean: Economic growth and policy implications (pp. 137–174). Springer.
Murshed, M. (2020). Does ICT-Trade Openness ensure Energy and Environmental Sustainability? Empirical Evidence from selected South Asian Economies. MPRA Paper, 97944.
Nugraha, A. T., & Osman, N. H. (2017). The Energy-Economic Growth Nexus in Indonesia. Journal of Business Management and Accounting, 7(2), 61–75. https://doi.org/10.32890/jbma2017.7.2.8819
Osei-Assibey Bonsu, M., & Wang, Y. (2022). The triangular relationship between energy consumption, trade openness and economic growth: new empirical evidence. Cogent Economics and Finance, 10(1). https://doi.org/10.1080/23322039.2022.2140520
Pan, X., Uddin, M. K., Saima, U., Jiao, Z., & Han, C. (2019). How do industrialization and trade openness influence energy intensity? Evidence from a path model in case of Bangladesh. Energy Policy, 133(2), 110916. https://doi.org/10.1016/j.enpol.2019.110916
Rahmayani, D., Anas, M., Rachman, M. A., & Vikia, Y. M. (2025). The Dynamic Nexus Among Energy Consumption, Economic Growth, and Green Finance on Environmental Quality. Jurnal Economia, 21(3), 336–353. https://doi.org/10.21831/economia.v21i3.72253
Ritchie, H., & Rosado, P. (2017). Fossil Fuels. Our World in Data. https://ourworldindata.org/fossil-fuels
Salim, R. A., & Shafiei, S. (2014). Urbanization and renewable and non-renewable energy consumption in OECD countries: An empirical analysis. Economic Modelling, 38, 581–591. https://doi.org/10.1016/j.econmod.2014.02.008
Shahbaz, M., Chaudhary, A. R., & Ozturk, I. (2017). Does urbanization cause increasing energy demand in Pakistan? Empirical evidence from STIRPAT model. Energy, 122, 83–93. https://doi.org/10.1016/j.energy.2017.01.080
Shahbaz, M., Loganathan, N., Sbia, R., & Afza, T. (2015). The effect of urbanization, affluence and trade openness on energy consumption: A time series analysis in Malaysia. Renewable and Sustainable Energy Reviews, 47, 683–693. https://doi.org/10.1016/j.rser.2015.03.044
Shahbaz, M., Nasreen, S., Ling, C. H., & Sbia, R. (2014). Causality between trade openness and energy consumption: What causes what in high, middle and low income countries. Energy Policy, 70, 126–143. https://doi.org/10.1016/j.enpol.2014.03.029
Shahbaz, M., Song, M., Ahmad, S., & Vo, X. V. (2022). Does economic growth stimulate energy consumption? The role of human capital and R&D expenditures in China. Energy Economics, 105(November 2021), 105662. https://doi.org/10.1016/j.eneco.2021.105662
Susilowati, I., Mu’min, M. S., Qudsyina, H., Wahyuni, H. A., Rismawati, S., Kusumawardhani, H. A., & Miah, M. R. (2023). Nexus Between Economic Growth, Renewable Energy, Industry Value Added and CO2 Emissions in ASEAN. Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi Dan Pembangunan, 24(2), 265–281. https://doi.org/10.23917/jep.v24i2.23165
Wang, Q., Su, M., Li, R., & Ponce, P. (2019). The effects of energy prices, urbanization and economic growth on energy consumption per capita in 186 countries. Journal of Cleaner Production, 225, 1017–1032. https://doi.org/10.1016/j.jclepro.2019.04.008
Warsame, A. A. (2022). The Impact of Urbanization on Energy Demand: An Empirical Evidence from Somalia. International Journal of Energy Economics and Policy, 12(1), 383–389. https://doi.org/10.32479/ijeep.11823
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Copyright (c) 2026 Kamal Fachrurrozi, Aliasuddin Aliasuddin, Wisnu Satria, Mirzatul Kadri, Ichwan Ichwan

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