Examining The Impact of Macroeconomics Factors on Carbon Emissions in Selected 7-ASEAN Members: A Panel Data Analysis
Abstract
This study investigates the relationships between urbanization, economic growth, energy consumption, transportation, and carbon emissions in seven ASEAN countries from 2011 to 2022. As released by the World Health Organization (WHO), more than 80 percent of the world’s population living in urban areas were exposed to air quality levels that were above the WHO limits. The region that is most affected comes from those nations categorized as low to middle-income countries. Hence, it is best to examine why these 7 ASEAN nations categorized from the lower to upper-middle income countries are not able to control the increase in the level of their carbon emissions. The analysis would also identify the appropriate empirical model suitable for the data. Using panel data analysis applying econometric modeling which are the Pooled Ordinary Least Square, Fixed Effects Model, and Random Effects Model, the findings support the Environmental Kuznets Curve hypothesis, revealing that urbanization and economic growth significantly increase carbon emissions. The study emphasizes the need for renewable energy adoption and sustainable urban planning to reduce carbon footprints. Key recommendations include enhancing energy efficiency and promoting cleaner transportation technologies to achieve sustainable economic growth in the ASEAN region.
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Adamu, A. Y., Bekun, F. V., & Sarkodie, S. A. (2020). The relationship between Human Development Index, carbon dioxide emissions, and energy consumption: A systematic literature review. Renewable and Sustainable Energy Reviews, 130, 109897. doi.org/10.1016/j.rser.2020.109897
Adebayo, T. S., Rjoub, H., & Awosusi, A. A. (2022). How renewable energy, economic growth, and natural resources rent influence carbon emissions in the presence of technological innovation: Insights from BRICS economies? Renewable Energy, 183, 360-371. doi.org/10.1016/j.renene.2021.10.059
Al-Mulali, U., Solarin, S. A., & Ozturk, I. (2020). Biomass energy consumption and its impact on environmental quality: An empirical assessment using a panel ARDL approach. Geocarto International, 35(1), 39-53. doi.org/10.1080/10106049.2018.1506769
Alshehhi, A. (2021). Urbanization, energy consumption, and carbon dioxide emissions in UAE countries. Journal of Environmental Studies, 45(3), 123-135.
Ang, J. B. (2007). CO2 emissions, energy consumption, and output in France. Energy Policy, 35(10), 4772-4778. DOI: https://doi.org/10.1016/j.enpol.2007.03.032
ASEAN Centre for Energy. (2022). ASEAN Plan of Action for Energy Cooperation (APAEC) 2021-2025. Jakarta: ASEAN Centre for Energy.
ASEAN Secretariat. (2021). ASEAN Key Figures 2021. Jakarta: ASEAN Secretariat.
ASEAN Smart Cities Framework (2018). https://asean.org/asean-smart-cities-network/
Chien, F., Sadiq, M., & Kamran, H. W. (2022). The role of technology innovation and renewable energy in reducing environmental degradation in ASEAN countries: Evidence from panel quantile regression. Renewable Energy, 186, 98-108. DOI: https://doi.org/10.1016/j.renene.2021.12.118
Danish, & Wang, Z. (2019). Investigation of the ecological footprint's driving factors: What we learn from the experience of emerging economies. Environmental Science and Pollution Research, 26(26), 26905-26916. doi.org/10.1007/s11356-019-05823-4
Davis, S. J., Lewis, N. S., Shaner, M., Aggarwal, S., Arent, D., Azevedo, I. L., ... & Clack, C. T. (2018). Net-zero emissions energy systems. Science, 360(6396). DOI: https://doi.org/10.1126/science.aas9793
Destek, M. A., & Aslan, A. (2020). Renewable and non-renewable energy consumption and economic growth in emerging economies: Evidence from bootstrap panel causality. Renewable Energy, 147, 600-607. doi.org/10.1016/j.renene.2019.09.007
Dinda, S. (2004). Environmental Kuznets Curve hypothesis: A survey. Ecological Economics, 49(4), 431-455. doi.org/10.1016/j.ecolecon.2004.02.011 DOI: https://doi.org/10.1016/j.ecolecon.2004.02.011
International Energy Agency (IEA). (2023). World Energy Outlook 2023. Retrieved from https://www.iea.org/reports/world-energy-outlook-2023
International Energy Agency. (2023). Southeast Asia Energy Outlook 2023. Paris: IEA. International Monetary Fund (IMF). GDP per capita, current prices (U.S. dollars per capita)
Kennedy, C., Steinberger, J., Gasson, B., Hansen, Y., Hillman, T., Havránek, M., Pataki, D., Phdungsilp, A., Ramaswami, A., & Mendez, G. V. (2010). Greenhouse gas emissions from global cities. Environmental Science & Technology, 43(19), 7297-7302. doi.org/10.1021/es900213p DOI: https://doi.org/10.1021/es900213p
Li, D., Shen, T., Wei, X., & Li, J. (2022). Decomposition and decoupling analysis between HDI and carbon emissions. Atmosphere, 13(4), 584. doi.org/10.3390/atmos13040584 DOI: https://doi.org/10.3390/atmos13040584
Liu, H., Zhang, C., & Wang, Z. (2020). The impact of urbanization and industrialization on carbon emissions in China. Sustainability, 12(4), 1389. DOI: https://doi.org/10.3390/su12072715
Nathaniel, S. P., Aguegbe, T. K., & Iheonu, C. O. (2021). The impact of technological innovation on carbon emissions in the ASEAN countries. Journal of Environmental Management, 287, 112282. doi.org/10.1016/j.jenvman.2021.112282
Ouyang, T., Zhao, Z., Lu, J., Su, Z., Li, J., & Huang, H. (2020a). Waste heat cascade utilization of solid oxide fuel cell for marine applications. Journal of Cleaner Production, 275, 124133. doi.org/10.1016/j.jclepro.2020.124133 DOI: https://doi.org/10.1016/j.jclepro.2020.124133
Poulova, P., Simonova, I., & Vaculikova, J. (2021). Green urbanization and sustainable city: A case study of two cities. Sustainable Cities and Society, 70, 102933. doi.org/10.1016/j.scs.2021.102933 DOI: https://doi.org/10.1016/j.scs.2021.102933
Ritchie, H., & Roser, M. (2020). Urbanization. Our World in Data. Retrieved from https://ourworldindata.org/urbanization
Salari, S., & Munir, Q. (2020). Environmental Kuznets Curve and the carbon intensity of wellbeing: A cross-country analysis. MDPI Sustainability Journal. Retrieved from https://www.mdpi.com/2071-1050/12/10/4157
Seto, K. C., Dhakal, S., Bigio, A., Blanco, H., Delgado, G. C., Dewar, D., Huang, L., Inaba, A., Kansal, A., Lwasa, S., McMahon, J. E., Müller, D. B., Murakami, J., Nagendra, H., & Ramaswami, A. (2012). Chapter 12 - Human settlements, infrastructure, and spatial planning. In Climate change 2014: Mitigation of climate change. Contribution of Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 923-1000). Cambridge University Press.
Shahbaz, M., Lean, H. H., & Shabbir, M. S. (2012). Environmental Kuznets curve hypothesis in Pakistan: Cointegration and Granger causality. Renewable and Sustainable Energy Reviews, 16(5), 2947-2953. DOI: https://doi.org/10.1016/j.rser.2012.02.015
Sinha, A., & Shahbaz, M. (2019). Estimation of environmental Kuznets curve for CO2 emissions: Role of renewable energy generation in India. Renewable Energy, 131, 1045-1052. DOI: https://doi.org/10.1016/j.renene.2017.12.058
Stern, D. I. (2004). The rise and fall of the environmental Kuznets curve. World Development, 32(8), 1419-1439. DOI: https://doi.org/10.1016/j.worlddev.2004.03.004
Sun, W., & Huang, C. (2020). How does urbanization affect carbon emission efficiency? Evidence from China. Journal of Cleaner Production, 272, 122828. doi.org/10.1016/j.jclepro.2020.122828 DOI: https://doi.org/10.1016/j.jclepro.2020.122828
Sun, Y., Li, H., Andlib, Z., & Genie, M. G. (2022). How do renewable energy and urbanization cause carbon emissions? Evidence from advanced panel estimation techniques. Renewable Energy, 185, 996–1005. doi.org/10.1016/j.renene.2021.12.112 DOI: https://doi.org/10.1016/j.renene.2021.12.112
Tang, W., Xu, Y. J., & Li, S. (2021). Rapid urbanization effects on partial pressure and emission of CO2 in three rivers with different urban intensities. Ecological Indicators, 125, 107515. doi.org/10.1016/j.ecolind.2021.107515 DOI: https://doi.org/10.1016/j.ecolind.2021.107515
Thu, V. T., Huong, T. L., & Xuan, T. T. (2022). Factors affecting environmental pollution: Evidence from Asian countries. Sustainability, 14(16775). doi.org/10.3390/su142416775 DOI: https://doi.org/10.3390/su142416775
Uzar, U. (2020). Political economy of renewable energy: Does institutional quality make a difference in renewable energy consumption? Renewable Energy, 148, 1262-1272. doi.org/10.1016/j.renene.2019.10.137 DOI: https://doi.org/10.1016/j.renene.2020.03.172
Wang, Q., & Su, M. (2019). The effects of urbanization and industrialization on decoupling economic growth from carbon emission – A case study of China. Sustainable Cities and Society, 51, 101758. doi.org/10.1016/j.scs.2019.101758 DOI: https://doi.org/10.1016/j.scs.2019.101758
Wang, Q., Yang, T., & Li, R. (2023). Does income inequality reshape the Environmental Kuznets Curve (EKC) hypothesis? A nonlinear panel data analysis. Environmental Research, 216(2), 114575. doi.org/10.1016/j.envres.2022.114575 DOI: https://doi.org/10.1016/j.envres.2022.114575
Wang, W.-Z., Liu, L.-C., Liao, H., & Wei, Y.-M. (2021). Impacts of urbanization on carbon emissions: An empirical analysis from OECD countries. Energy Policy, 151, 112171. doi.org/10.1016/j.enpol.2021.112171 DOI: https://doi.org/10.1016/j.enpol.2021.112171
Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change (pp. 923-1000). Cambridge University Press.
World Bank. (2023). Global Economic Prospects, January 2023. Washington, DC: World Bank.
Yumashev, A., ?lusarczyk, B., Kondrashev, S., & Mikhaylov, A. (2020). Global indicators of sustainable development: Evaluation of the influence of the human development index on consumption and quality of energy. Energies, 13(11), 2768. Retrieved from https://www.mdpi.com/1996-1073/13/11/2768/pdf DOI: https://doi.org/10.3390/en13112768
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