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Modeling the Dynamic Relationship Between Energy Exports, Oil Prices, and CO 2 Emission for Sustainable Policy Reforms in Indonesia

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  • Restu Arisanti

    (Department of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran, Jatinangor 45363, Indonesia)

  • Mustofa Usman

    (Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Lampung, Bandar Lampung 35141, Indonesia)

  • Sri Winarni

    (Department of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran, Jatinangor 45363, Indonesia)

  • Resa Septiani Pontoh

    (Department of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran, Jatinangor 45363, Indonesia)

Abstract

Indonesia’s dependence on fossil fuel exports, particularly coal and crude oil, presents a dual challenge: sustaining economic growth while addressing rising CO 2 emissions. Despite significant attention to domestic energy consumption, the environmental implications of export activities remain underexplored. This study examines the dynamic relationship between energy exports, crude oil prices, and CO 2 emissions in Indonesia using a Vector Autoregressive (VAR) model with annual data from 2002 to 2022. The analysis incorporates Impulse Response Functions (IRFs) and Forecast Error Variance Decomposition (FEVD) to trace short- and long-term interactions among variables. Findings reveal that coal exports are strongly persistent and positively linked to past emission levels, while oil exports respond negatively to both coal and emission shocks—suggesting internal trade-offs. CO 2 emissions are primarily self-driven yet increasingly influenced by oil export fluctuations over time. Crude oil prices, in contrast, have limited impact on domestic emissions. This study contributes a novel export-based perspective to Indonesia’s emission profile and demonstrates the value of dynamic modeling in policy analysis. Results underscore the importance of integrated strategies that balance trade objectives with climate commitments, offering evidence-based insights for refining Indonesia’s nationally determined contributions (NDCs) and sustainable energy policies.

Suggested Citation

  • Restu Arisanti & Mustofa Usman & Sri Winarni & Resa Septiani Pontoh, 2025. "Modeling the Dynamic Relationship Between Energy Exports, Oil Prices, and CO 2 Emission for Sustainable Policy Reforms in Indonesia," Sustainability, MDPI, vol. 17(14), pages 1-22, July.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:14:p:6454-:d:1701698
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    References listed on IDEAS

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    1. Apergis, Nicholas & Payne, James E., 2010. "The emissions, energy consumption, and growth nexus: Evidence from the commonwealth of independent states," Energy Policy, Elsevier, vol. 38(1), pages 650-655, January.
    2. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    3. Ahmed Samour & Omar Ikbal Tawfik & Magdalena Radulescu & Cristina Florentina Baldan, 2023. "Do Oil Price, Renewable Energy, and Financial Development Matter for Environmental Quality in Oman? Novel Insights from Augmented ARDL Approach," Energies, MDPI, vol. 16(12), pages 1-14, June.
    4. Pfaff, Bernhard, 2008. "VAR, SVAR and SVEC Models: Implementation Within R Package vars," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i04).
    5. Rundong Luo & Yan Li & Zhicheng Wang & Mengjiao Sun, 2022. "Co-Movement between Carbon Prices and Energy Prices in Time and Frequency Domains: A Wavelet-Based Analysis for Beijing Carbon Emission Trading System," IJERPH, MDPI, vol. 19(9), pages 1-15, April.
    6. Nini Johana Marín-Rodríguez & Juan David González-Ruiz & Sergio Botero, 2023. "A Wavelet Analysis of the Dynamic Connectedness among Oil Prices, Green Bonds, and CO 2 Emissions," Risks, MDPI, vol. 11(1), pages 1-21, January.
    7. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    8. Nicholas Apergis & James E. Payne, 2014. "The causal dynamics between renewable energy, real GDP, emissions and oil prices: evidence from OECD countries," Applied Economics, Taylor & Francis Journals, vol. 46(36), pages 4519-4525, December.
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