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Heterogeneity Analysis of Regional Greenhouse Gas Driving Effects: An Empirical Study from Southeast Asian Countries

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  • Wei Deng

    (International Business School, Shaanxi Normal University, Xi’an 710119, China)

  • Qingquan Liang

    (Jinhe Center for Economic Research, Xi’an Jiaotong University, Xi’an 710049, China)

  • Shuai Yan

    (Jinhe Center for Economic Research, Xi’an Jiaotong University, Xi’an 710049, China)

  • Xiaodan Shen

    (Jinhe Center for Economic Research, Xi’an Jiaotong University, Xi’an 710049, China)

  • Lan Yi

    (Jinhe Center for Economic Research, Xi’an Jiaotong University, Xi’an 710049, China)

Abstract

Southeast Asia is suffering from extreme weather, and its carbon emissions are increasing rapidly. For efficient emission reduction, clarifying the complex sources behind is necessary. This study takes a new perspective of incorporating multiple GHGs (greenhouse gases) into the same analysis framework, employing the STIRPAT model to dissect the contributions of various socio-economic factors to the emissions of CO 2 , CH 4 , and F-gases based on panel data. The analysis reveals that the driving coefficients of total population and urbanization rate are several to 10 times higher than those of other factors and can reach up to 2.98 and 4.715 and are the most significant drivers of GHG emissions in the region. Quadratic per capita GDP shows a significant positive driving effect, indicating that most Southeast Asian countries are unlikely to reach the Kuznets point in current development trajectories. The driving coefficients of F-gases in industrialized countries are significantly higher than those of other GHGs, indicating that their growth rate of F-gases will outpace that of CO 2 and CH 4 . In countries with a similar industrial structure, the driving coefficient of CO 2 from the secondary industry is up to 0.183 and down to 0.057, shows the influence of specific sector composition in the secondary industry on emissions. These findings provide critical insights for Southeast Asian policymakers aiming to develop effective climate policies.

Suggested Citation

  • Wei Deng & Qingquan Liang & Shuai Yan & Xiaodan Shen & Lan Yi, 2024. "Heterogeneity Analysis of Regional Greenhouse Gas Driving Effects: An Empirical Study from Southeast Asian Countries," Energies, MDPI, vol. 17(23), pages 1-22, November.
  • Handle: RePEc:gam:jeners:v:17:y:2024:i:23:p:5951-:d:1530447
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    References listed on IDEAS

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    1. Łukasz Augustowski & Piotr Kułyk, 2024. "Dynamic Analysis of CO 2 Emissions and Their Determinants in the Countries of Central and Eastern Europe," Energies, MDPI, vol. 17(18), pages 1-16, September.
    2. Corinne Le Quéré & Jan Ivar Korsbakken & Charlie Wilson & Jale Tosun & Robbie Andrew & Robert J. Andres & Josep G. Canadell & Andrew Jordan & Glen P. Peters & Detlef P. van Vuuren, 2019. "Drivers of declining CO2 emissions in 18 developed economies," Nature Climate Change, Nature, vol. 9(3), pages 213-217, March.
    3. Heran Zheng & Yin Long & Richard Wood & Daniel Moran & Zengkai Zhang & Jing Meng & Kuishuang Feng & Edgar Hertwich & Dabo Guan, 2022. "Ageing society in developed countries challenges carbon mitigation," Nature Climate Change, Nature, vol. 12(3), pages 241-248, March.
    4. Lee, Chien-Chiang & Zhao, Ya-Nan, 2023. "Heterogeneity analysis of factors influencing CO2 emissions: The role of human capital, urbanization, and FDI," Renewable and Sustainable Energy Reviews, Elsevier, vol. 185(C).
    5. Kumar, Santosh & Sen, Roshmi, 2025. "Are larger or denser cities more emission efficient? Exploring the nexus between urban household carbon emission, population size and density," Applied Energy, Elsevier, vol. 377(PB).
    6. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    7. Zhaoming Bi & Renyu Guo & Rabnawaz Khan, 2024. "Renewable Adoption, Energy Reliance, and CO 2 Emissions: A Comparison of Developed and Developing Economies," Energies, MDPI, vol. 17(13), pages 1-28, June.
    8. González-Torres, M. & Pérez-Lombard, L. & Coronel, J.F. & Maestre, I.R., 2021. "A cross-country review on energy efficiency drivers," Applied Energy, Elsevier, vol. 289(C).
    9. Sun, Yida & Hao, Qi & Cui, Can & Shan, Yuli & Zhao, Weichen & Wang, Daoping & Zhang, Zhenke & Guan, Dabo, 2022. "Emission accounting and drivers in East African countries," Applied Energy, Elsevier, vol. 312(C).
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