Main Article Content
Abstract
Purpose ― This research investigates the relationship between ASEAN's industrialization, renewable energy, and CO2 emissions. The primary objectives are to assess the existence of the Environmental Kuznets Curve (EKC) in ASEAN and to explore the potential mediating effect of renewable energy in the relationship between industrialization and CO2 emissions.
Methods ― The study utilizes the PMG-ARDL estimation method in nine ASEAN countries from 1990 to 2019, providing short- and long-term analyses of the variables involved.
Findings ― The finding reveals the presence of the EKC in ASEAN in the short term for most member states. It also finds that renewable energy mediates the relationship between industrial value-added and CO2 emissions, with renewable energy adoption altering the turning point of per capita CO2 emissions during industrialization in several ASEAN nations.
Implication ― The findings suggest that transitioning to renewable energy can help mitigate the environmental impact of ASEAN’s industrial development. Thus, member states committed to energy targets should prioritize deploying renewable energy in their industrial sectors to achieve environmental benefits.
Originality ― This research contributes to the existing literature by specifically examining the interplay between industrialization, renewable energy, and CO2 emissions in ASEAN. The use of the PMG-ARDL estimation method and the focus on the mediating role of renewable energy add originality to the study.
Keywords
Article Details
Copyright (c) 2023 Barbara Claire, Diah Widyawati, Ph.D.
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References
- Abbasi, M. A., Parveen, S., Khan, S., & Kamal, M. A. (2020). Urbanization and energy consumption effects on carbon dioxide emissions: Evidence from Asian-8 countries using panel data analysis. Environmental Science and Pollution Research, 27(15), 18029–18043. https://doi.org/10.1007/s11356-020-08262-w
- ACE. (2020). ASEAN plan of action for energy cooperation (APAEC) 2016-2025 phase II. ASEAN Centre for Energy. https://aseanenergy.org/asean-plan-of-action-for-energy-cooperation-apaec-phase-ii-2021-2025/
- Ahmed, A., Al-Amin, A., Alam, Md. M., & Doberstein, B. (2021). COP adoption, implications and projections of climate change mitigation policy for Asean Region. https://doi.org/10.21203/rs.3.rs-549288/v1
- Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16–22. https://doi.org/10.1016/j.ecolind.2014.11.026
- Appiah, M., Li, F., & Korankye, B. (2021). Modeling the linkages among CO(2) emission, energy consumption, and industrialization in sub-Saharan African (SSA) countries. Environmental Science and Pollution Research International, 28(29), 38506–38521. https://doi.org/10.1007/s11356-021-12412-z
- Aquilas, N. A., Mukong, A. K., Kimengsi, J. N., & Ngangnchi, F. H. (2022). Economic activities and deforestation in the Congo basin: An environmental Kuznets curve framework analysis. Environmental Challenges, 8, 100553. https://doi.org/10.1016/j.envc.2022.100553
- Bölük, G., & Mert, M. (2014). Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries. Energy, 74, 439–446. https://doi.org/10.1016/j.energy.2014.07.008
- Bulut, U. (2019). Testing environmental Kuznets curve for the USA under a regime shift: The role of renewable energy. Environmental Science and Pollution Research, 26(14), 14562–14569. https://doi.org/10.1007/s11356-019-04835-6
- Chandran, V. G. R., & Tang, C. F. (2013). The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies. Renewable and Sustainable Energy Reviews, 24, 445–453. https://doi.org/10.1016/j.rser.2013.03.054
- Dargahi, H., & Khameneh, K. B. (2019). Energy intensity determinants in an energy-exporting developing economy: Case of Iran. Energy, 168, 1031–1044. https://doi.org/10.1016/j.energy.2018.12.015
- Dasgupta, S., Laplante, B., Wang, H., & Wheeler, D. (2002). Confronting the environmental Kuznets curve. Journal of Economic Perspectives, 16(1), 147–168. https://doi.org/10.1257/0895330027157
- Du, K., & Li, J. (2019). Towards a green world: How do green technology innovations affect total-factor carbon productivity? Energy Policy, 131, 240–250. https://doi.org/10.1016/j.enpol.2019.04.033
- Gill, A. R., Viswanathan, K. K., & Hassan, S. (2018). A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce greenhouse gases (GHG) in Malaysia. Environment, Development and Sustainability, 20(3), 1103–1114. https://doi.org/10.1007/s10668-017-9929-5
- Gillani, S., & Sultana, B. (2020). Empirical relationship between economic growth, energy consumption, and CO2 emissions: Evidence from ASEAN countries. IRASD Journal of Energy & Environment, 1(2), 83–93. https://doi.org/10.52131/jee.2020.0102.0008
- Hoad, D. (2015). Reflections on small island states and the international climate change negotiations (COP21, Paris, 2015). Island Studies Journal, 10(2), 259–262. https://doi.org/10.24043/isj.331
- Jermsittiparsert, K. (2021). Does urbanization, industrialization, and income unequal distribution lead to environmental degradation? Fresh evidence from ASEAN. International Journal of Economics and Finance Studies, 13(2), 253–272.
- Jimenez, R., & Mercado, J. (2014). Energy intensity: A decomposition and counterfactual exercise for Latin American countries. Energy Economics, 42, 161–171. https://doi.org/10.1016/j.eneco.2013.12.015
- Kaika, D., & Zervas, E. (2013). The Environmental Kuznets Curve (EKC) theory—Part A: Concept, causes, and the CO2 emissions case. Energy Policy, 62, 1392–1402. https://doi.org/10.1016/j.enpol.2013.07.131
- Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1–44. https://doi.org/10.1016/S0304-4076(98)00023-2
- Lewis, S. L., & Maslin, M. A. (2015). Defining the Anthropocene. Nature, 519(7542), 171–180. https://doi.org/10.1038/nature14258
- Li, K., & Lin, B. (2015). Impacts of urbanization and industrialization on energy consumption/CO2 emissions: Does the level of development matter? Renewable and Sustainable Energy Reviews, 52, 1107–1122. https://doi.org/10.1016/j.rser.2015.07.185
- Liu, X., & Bae, J. (2018). Urbanization and industrialization impact of CO2 emissions in China. Journal of Cleaner Production, 172, 178–186. https://doi.org/10.1016/j.jclepro.2017.10.156
- Liu, X., Zhang, S., & Bae, J. (2017). The impact of renewable energy and agriculture on carbon dioxide emissions: Investigating the environmental Kuznets curve in four selected ASEAN countries. Journal of Cleaner Production, 164, 1239–1247. https://doi.org/10.1016/j.jclepro.2017.07.086
- Lu, W.-C. (2017). Greenhouse gas emissions, energy consumption, and economic growth: A panel cointegration analysis for 16 Asian countries. In International Journal of Environmental Research and Public Health (Vol. 14, Issue 11, p. 1436). https://doi.org/10.3390/ijerph14111436
- Nathaniel, S., & Khan, S. A. R. (2020). The nexus between urbanization, renewable energy, trade, and ecological footprint in ASEAN countries. Journal of Cleaner Production, 272, 122709. https://doi.org/10.1016/j.jclepro.2020.122709
- Nathaniel, S. P. (2021). Ecological footprint, energy use, trade, and urbanization linkage in Indonesia. GeoJournal, 86(5), 2057–2070. https://doi.org/10.1007/s10708-020-10175-7
- Pesaran, M. H. (2004). General diagnostic tests for cross-section dependence in panels (1240; IZA Discussion Papers).
- Rahman, M. M., & Alam, K. (2022). Impact of industrialization and non-renewable energy on environmental pollution in Australia: Do renewable energy and financial development play a mitigating role? Renewable Energy, 195, 203–213. https://doi.org/10.1016/j.renene.2022.06.012
- Saboori, B., & Sulaiman, J. (2013). CO2 emissions, energy consumption, and economic growth in Association of Southeast Asian Nations (ASEAN) countries: A cointegration approach. Energy, 55, 813–822. https://doi.org/10.1016/j.energy.2013.04.038
- Shafiei, S., & Salim, R. A. (2014). Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis. Energy Policy, 66, 547–556. https://doi.org/10.1016/j.enpol.2013.10.064
- Shafiq, M. N., Raheem, F. ur., & Ahmed, A. . (2020). Does adaptation of renewable energy and use of service industry growth diminution CO2 Emissions: Evidence of Asean Economies. IRASD Journal of Energy & Environment, 1(2), 61–71. https://doi.org/10.52131/jee.2020.0102.0006
- Shah, M. I., AbdulKareem, H. K. K., Zulfiqar Khan, & Abbas, S. (2022). Examining the agriculture-induced Environmental Kuznets Curve hypothesis in BRICS economies: The role of renewable energy as a moderator. Renewable Energy, 198, 343–351. https://doi.org/10.1016/j.renene.2022.08.052
- Tang, G., Park, K., Agarwal, A., & Liu, F. (2020). Impact of innovation culture, organization size, and technological capability on the performance of SMEs: The case of China. In Sustainability (Vol. 12, Issue 4, p. 1355). https://doi.org/10.3390/su12041355
- Tarasawatpipat, C., & Mekhum, W. (2020). Rethinking the reasons for Greenhouse Gases emission in ASEAN countries: Finding reasons in urbanization, industrialization and population growth. International Journal of Energy Economics and Policy, 11(1), 544–550.
- Vo, A. T., Vo, D. H., & Le, Q. T. (2019). CO2 emissions, energy consumption, and economic growth: New evidence in the ASEAN countries. In Journal of Risk and Financial Management (Vol. 12, Issue 3, p. 145). https://doi.org/10.3390/jrfm12030145
- Zeraibi, A., Balsalobre-Lorente, D., & Murshed, M. (2021). The influences of renewable electricity generation, technological innovation, financial development, and economic growth on ecological footprints in ASEAN-5 countries. Environmental Science and Pollution Research, 28(37), 51003–51021. https://doi.org/10.1007/s11356-021-14301-x
- Zhou, X., Zhang, J., & Li, J. (2013). Industrial structural transformation and carbon dioxide emissions in China. Energy Policy, 57, 43–51. https://doi.org/10.1016/j.enpol.2012.07.017
References
Abbasi, M. A., Parveen, S., Khan, S., & Kamal, M. A. (2020). Urbanization and energy consumption effects on carbon dioxide emissions: Evidence from Asian-8 countries using panel data analysis. Environmental Science and Pollution Research, 27(15), 18029–18043. https://doi.org/10.1007/s11356-020-08262-w
ACE. (2020). ASEAN plan of action for energy cooperation (APAEC) 2016-2025 phase II. ASEAN Centre for Energy. https://aseanenergy.org/asean-plan-of-action-for-energy-cooperation-apaec-phase-ii-2021-2025/
Ahmed, A., Al-Amin, A., Alam, Md. M., & Doberstein, B. (2021). COP adoption, implications and projections of climate change mitigation policy for Asean Region. https://doi.org/10.21203/rs.3.rs-549288/v1
Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16–22. https://doi.org/10.1016/j.ecolind.2014.11.026
Appiah, M., Li, F., & Korankye, B. (2021). Modeling the linkages among CO(2) emission, energy consumption, and industrialization in sub-Saharan African (SSA) countries. Environmental Science and Pollution Research International, 28(29), 38506–38521. https://doi.org/10.1007/s11356-021-12412-z
Aquilas, N. A., Mukong, A. K., Kimengsi, J. N., & Ngangnchi, F. H. (2022). Economic activities and deforestation in the Congo basin: An environmental Kuznets curve framework analysis. Environmental Challenges, 8, 100553. https://doi.org/10.1016/j.envc.2022.100553
Bölük, G., & Mert, M. (2014). Fossil & renewable energy consumption, GHGs (greenhouse gases) and economic growth: Evidence from a panel of EU (European Union) countries. Energy, 74, 439–446. https://doi.org/10.1016/j.energy.2014.07.008
Bulut, U. (2019). Testing environmental Kuznets curve for the USA under a regime shift: The role of renewable energy. Environmental Science and Pollution Research, 26(14), 14562–14569. https://doi.org/10.1007/s11356-019-04835-6
Chandran, V. G. R., & Tang, C. F. (2013). The impacts of transport energy consumption, foreign direct investment and income on CO2 emissions in ASEAN-5 economies. Renewable and Sustainable Energy Reviews, 24, 445–453. https://doi.org/10.1016/j.rser.2013.03.054
Dargahi, H., & Khameneh, K. B. (2019). Energy intensity determinants in an energy-exporting developing economy: Case of Iran. Energy, 168, 1031–1044. https://doi.org/10.1016/j.energy.2018.12.015
Dasgupta, S., Laplante, B., Wang, H., & Wheeler, D. (2002). Confronting the environmental Kuznets curve. Journal of Economic Perspectives, 16(1), 147–168. https://doi.org/10.1257/0895330027157
Du, K., & Li, J. (2019). Towards a green world: How do green technology innovations affect total-factor carbon productivity? Energy Policy, 131, 240–250. https://doi.org/10.1016/j.enpol.2019.04.033
Gill, A. R., Viswanathan, K. K., & Hassan, S. (2018). A test of environmental Kuznets curve (EKC) for carbon emission and potential of renewable energy to reduce greenhouse gases (GHG) in Malaysia. Environment, Development and Sustainability, 20(3), 1103–1114. https://doi.org/10.1007/s10668-017-9929-5
Gillani, S., & Sultana, B. (2020). Empirical relationship between economic growth, energy consumption, and CO2 emissions: Evidence from ASEAN countries. IRASD Journal of Energy & Environment, 1(2), 83–93. https://doi.org/10.52131/jee.2020.0102.0008
Hoad, D. (2015). Reflections on small island states and the international climate change negotiations (COP21, Paris, 2015). Island Studies Journal, 10(2), 259–262. https://doi.org/10.24043/isj.331
Jermsittiparsert, K. (2021). Does urbanization, industrialization, and income unequal distribution lead to environmental degradation? Fresh evidence from ASEAN. International Journal of Economics and Finance Studies, 13(2), 253–272.
Jimenez, R., & Mercado, J. (2014). Energy intensity: A decomposition and counterfactual exercise for Latin American countries. Energy Economics, 42, 161–171. https://doi.org/10.1016/j.eneco.2013.12.015
Kaika, D., & Zervas, E. (2013). The Environmental Kuznets Curve (EKC) theory—Part A: Concept, causes, and the CO2 emissions case. Energy Policy, 62, 1392–1402. https://doi.org/10.1016/j.enpol.2013.07.131
Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1–44. https://doi.org/10.1016/S0304-4076(98)00023-2
Lewis, S. L., & Maslin, M. A. (2015). Defining the Anthropocene. Nature, 519(7542), 171–180. https://doi.org/10.1038/nature14258
Li, K., & Lin, B. (2015). Impacts of urbanization and industrialization on energy consumption/CO2 emissions: Does the level of development matter? Renewable and Sustainable Energy Reviews, 52, 1107–1122. https://doi.org/10.1016/j.rser.2015.07.185
Liu, X., & Bae, J. (2018). Urbanization and industrialization impact of CO2 emissions in China. Journal of Cleaner Production, 172, 178–186. https://doi.org/10.1016/j.jclepro.2017.10.156
Liu, X., Zhang, S., & Bae, J. (2017). The impact of renewable energy and agriculture on carbon dioxide emissions: Investigating the environmental Kuznets curve in four selected ASEAN countries. Journal of Cleaner Production, 164, 1239–1247. https://doi.org/10.1016/j.jclepro.2017.07.086
Lu, W.-C. (2017). Greenhouse gas emissions, energy consumption, and economic growth: A panel cointegration analysis for 16 Asian countries. In International Journal of Environmental Research and Public Health (Vol. 14, Issue 11, p. 1436). https://doi.org/10.3390/ijerph14111436
Nathaniel, S., & Khan, S. A. R. (2020). The nexus between urbanization, renewable energy, trade, and ecological footprint in ASEAN countries. Journal of Cleaner Production, 272, 122709. https://doi.org/10.1016/j.jclepro.2020.122709
Nathaniel, S. P. (2021). Ecological footprint, energy use, trade, and urbanization linkage in Indonesia. GeoJournal, 86(5), 2057–2070. https://doi.org/10.1007/s10708-020-10175-7
Pesaran, M. H. (2004). General diagnostic tests for cross-section dependence in panels (1240; IZA Discussion Papers).
Rahman, M. M., & Alam, K. (2022). Impact of industrialization and non-renewable energy on environmental pollution in Australia: Do renewable energy and financial development play a mitigating role? Renewable Energy, 195, 203–213. https://doi.org/10.1016/j.renene.2022.06.012
Saboori, B., & Sulaiman, J. (2013). CO2 emissions, energy consumption, and economic growth in Association of Southeast Asian Nations (ASEAN) countries: A cointegration approach. Energy, 55, 813–822. https://doi.org/10.1016/j.energy.2013.04.038
Shafiei, S., & Salim, R. A. (2014). Non-renewable and renewable energy consumption and CO2 emissions in OECD countries: A comparative analysis. Energy Policy, 66, 547–556. https://doi.org/10.1016/j.enpol.2013.10.064
Shafiq, M. N., Raheem, F. ur., & Ahmed, A. . (2020). Does adaptation of renewable energy and use of service industry growth diminution CO2 Emissions: Evidence of Asean Economies. IRASD Journal of Energy & Environment, 1(2), 61–71. https://doi.org/10.52131/jee.2020.0102.0006
Shah, M. I., AbdulKareem, H. K. K., Zulfiqar Khan, & Abbas, S. (2022). Examining the agriculture-induced Environmental Kuznets Curve hypothesis in BRICS economies: The role of renewable energy as a moderator. Renewable Energy, 198, 343–351. https://doi.org/10.1016/j.renene.2022.08.052
Tang, G., Park, K., Agarwal, A., & Liu, F. (2020). Impact of innovation culture, organization size, and technological capability on the performance of SMEs: The case of China. In Sustainability (Vol. 12, Issue 4, p. 1355). https://doi.org/10.3390/su12041355
Tarasawatpipat, C., & Mekhum, W. (2020). Rethinking the reasons for Greenhouse Gases emission in ASEAN countries: Finding reasons in urbanization, industrialization and population growth. International Journal of Energy Economics and Policy, 11(1), 544–550.
Vo, A. T., Vo, D. H., & Le, Q. T. (2019). CO2 emissions, energy consumption, and economic growth: New evidence in the ASEAN countries. In Journal of Risk and Financial Management (Vol. 12, Issue 3, p. 145). https://doi.org/10.3390/jrfm12030145
Zeraibi, A., Balsalobre-Lorente, D., & Murshed, M. (2021). The influences of renewable electricity generation, technological innovation, financial development, and economic growth on ecological footprints in ASEAN-5 countries. Environmental Science and Pollution Research, 28(37), 51003–51021. https://doi.org/10.1007/s11356-021-14301-x
Zhou, X., Zhang, J., & Li, J. (2013). Industrial structural transformation and carbon dioxide emissions in China. Energy Policy, 57, 43–51. https://doi.org/10.1016/j.enpol.2012.07.017