Greenhouse Gases and Determinants of Growth
An Analysis of the Environmental Kuznets Curve Hypothesis on ASEAN-5 Countries
DOI:
https://doi.org/10.11111/ujost.v1i2.89Keywords:
Environmental Kuznets Curve, Gross Domestic Product, Renewable energy, Population, Trade OpennessAbstract
The Environmental Kuznets Curve (EKC) hypothesis is the most notable method for measuring environmental degradation and its relationship with economic growth. In this research paper, the researchers examine the validity of the relationship between carbon dioxide (CO2), methane (CH4), nitrous oxide (N2O), and fluorinated gasses (F-Gas) to Gross Domestic Product, population, renewable energy consumption, trade openness, and inflation of the ASEAN-5 countries’ data from 1990-2018, using panel regression tests which are POLS, FE model, and RE model. Results reveal that the independent variables do not affect CH4 based on the RE model while CO2, N2O, and F-GAS are partially affected based on the FE model. The EKC is confirmed only for F-GAS, suggesting that a turning point is established. Other emissions imply that these economies are still in their early stages of development, hence the non-existence of EKC. Based on the outcomes, recommended actions specifically for the agricultural and industrial sectors include the following: (1) investing in renewable energy, (2) provision of subsidies and incentivization, and (3) adopting and modifying emission-related systematic waste management and recycling to better suit each countries’ economy.
References
Ahmad, M., Muslija, A., & Satrovic, E. (2021). Does economic prosperity lead to environmental sustainability in developing economies? Environmental Kuznets curve theory. Environmental Science and Pollution Research, 28(18), 22588–22601. https://doi.org/10.1007/s11356-020-12276-9
Akhbari, R., & Nejati, M. (2019). The effect of corruption on carbon emissions in developed and developing countries: empirical investigation of a claim. Heliyon, 5(9), e02516. https://doi.org/10.1016/j.heliyon.2019.e02516
Al-mulali, U., Weng-Wai, C., Sheau-Ting, L., & Mohammed, A. H. (2015). Investigating the environmental Kuznets curve (EKC) hypothesis by utilizing the ecological footprint as an indicator of environmental degradation. Ecological Indicators, 48, 315–323. https://doi.org/10.1016/j.ecolind.2014.08.029
Ali, S., Yusop, Z., Kaliappan, S. R., & Chin, L. (2020). Trade-environment nexus in OIC countries: fresh insights from environmental kuznets curve using GHG emissions and ecological footprint. Environmental Science and Pollution Research, 28(4), 4531–4548. https://doi.org/10.1007/s11356-020-10845-6
Aljadani, A., Toumi, H., Toumi, S., Hsini, M., & Jallali, B. (2021). Investigation of the N-shaped environmental Kuznets curve for COVID-19 mitigation in the KSA. Environmental Science and Pollution Research. https://doi.org/10.1007/s11356-021-12713-3
Allard, A., Takman, J., Uddin, G. S., & Ahmed, A. (2017). The N-shaped environmental Kuznets curve: an empirical evaluation using a panel quantile regression approach. Environmental Science and Pollution Research, 25(6), 5848–5861. https://doi.org/10.1007/s11356-017-0907-0
Alotaibi, A. A., & Alajlan, N. (2021). Using Quantile Regression to Analyze the Relationship between Socioeconomic Indicators and Carbon Dioxide Emissions in G20 Countries. Sustainability, 13(13), 7011. https://doi.org/10.3390/su13137011
Anwar, M. A., Zhang, Q., Asmi, F., Hussain, N., Plantinga, A., Zahar, M. W., & Sinha, A. (2022). Global perspectives on environmental kuznets curve: A bibliometric review. Gondwana Research, 103, 135-145. https://doi.org/10.1016/j.gr.2021.11.010
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
Ari, I., & Şentürk, H. (2020). The relationship between GDP and methane emissions from solid waste: A panel data analysis for the G7. Sustainable Production and Consumption, 23, 282–290. https://doi.org/10.1016/j.spc.2020.06.004
Arshad Ansari, M., Haider, S., & Khan, N. (2020). Environmental Kuznets curve revisited: An analysis using ecological and material footprint. Ecological Indicators, 115, 106416. https://doi.org/10.1016/j.ecolind.2020.106416
ASEAN Centre for Energy & Deutsche Gesellschaft für Internationale Zusammenarbeit GmbH. (2020, November). The 6th ASEAN Energy Outlook (AEO6). ASEAN Centre for Energy. https://aseanenergy.org/the-6th-asean-energy-outlook/
ASEAN Secretariat. (2012). Industry Focus. ASEAN. Retrieved October 3, 2022, from https://asean.org/industry-focus/
Bekhet, H. A., & Othman, N. S. (2018). The role of renewable energy to validate dynamic interaction between CO2 emissions and GDP toward sustainable development in Malaysia. Energy Economics, 72, 47–61. https://doi.org/10.1016/j.eneco.2018.03.028
Bekun, F. V., Gyamfi, B. A., Onifade, S. T., & Agboola, M. O. (2021). Beyond the environmental Kuznets Curve in E7 economies: Accounting for the combined impacts of institutional quality and renewables. Journal of Cleaner Production, 314, 127924. https://doi.org/10.1016/j.jclepro.2021.127924
Buenavista, M. J. M., & Palanca-Tan, R. (2021). Carbon Dioxide Emissions and the Macroeconomy: Evidence from the ASEAN Region. Philippine Journal of Science, 150(3), 737-745. https://philjournalsci.dost.gov.ph/105-vol-150-no-3-june-2021/1382-carbon-dioxide-emissi
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
Cho, C.-H., Chu, Y.-P., & Yang, H.-Y. (2013). An Environment Kuznets Curve for GHG Emissions: A Panel Cointegration Analysis. Energy Sources, Part B: Economics, Planning, and Policy, 9(2), 120–129. https://doi.org/10.1080/15567241003773192
Climate Watch. (2020). Historical GHG Emissions [Data File]. Retrieved from https://www.climatewatchdata.org/ghg-emissions.
Dang, Q., Konar, M., & Debaere, P. (2018). Trade openness and the nutrient use of nations. Environmental Research Letters, 13(12), 124016. https://doi.org/10.1088/1748-9326/aaebcb
Danielson, J. (2020). How organic waste processing in Bali helps build a viable circular economy for plastic. Alliance To End Plastic Waste. Retrieved from https://endplasticwaste.org/our-stories/how-organic-waste-processing-in-bali-helps-build-a-viable-circular-economy-for-plastic
Farhani, S., Shahbaz, M., & Arouri, M. (2013). Panel analysis of CO2 emissions, GDP, energy consumption, trade openness and urbanization for MENA countries. Munich Personal RePEc Archive. https://mpra.ub.uni-muenchen.de/49258/
Grossman, G. M., & Krueger, A. B. (1995). Economic Growth and the Environment. The Quarterly Journal of Economics, 110(2), 353–377. https://doi.org/10.2307/2118443
Grubert, E. (2020). At scale, renewable natural gas systems could be climate intensive: The influence of methane feedstock and leakage rates. Environmental Research Letters, 15(8), 084041. https://doi.org/10.1088/1748-9326/ab9335
IPCC. (2018). Summary for Policymakers, In: Global warming of 1.5°C. An IPCC Special Report on the impacts of global warming of 1.5°C above pre-industrial levels and related global greenhouse gas emission pathways, in the context of strengthening the global response to the threat of climate change, sustainable development, and efforts to eradicate poverty [Masson-Delmotte, V., P. Zhai, H.-O. Pörtner, D. Roberts, J. Skea, P.R. Shukla, A. Pirani, W. Moufouma-Okia, C. Péan, R. Pidcock, S. Connors, J.B.R. Matthews, Y. Chen, X. Zhou, M.I. Gomis, E. Lonnoy, T. Maycock, M. Tignor, and T. Waterfield (eds.)]. World Meteorological Organization, Geneva, Switzerland, 32 pp. https://www.ipcc.ch/site/assets/uploads/sites/2/2018/07/SR15_SPM_version_stand_alone_LR.pdf
Iwata, H., & Okada, K. (2012). Greenhouse gas emissions and the role of the Kyoto Protocol. Environmental Economics and Policy Studies, 16(4), 325–342. https://doi.org/10.1007/s10018-012-0047-1
Jiahui, Q., & Wong, R. (2022). Understanding and Reducing Methane Emissions in Southeast Asia. Retrieved from https://www.iseas.edu.sg/wp-content/uploads/2022/04/TRS8_22.pdf
Jiang, L., He, S., Zhong, Z., Zhou, H., & He, L. (2019). Revisiting environmental kuznets curve for carbon dioxide emissions: The role of trade. Structural Change and Economic Dynamics, 50, 245-257. https://doi.org/10.1016/j.strueco.2019.07.004
Jovanović, M., Kašćelan, L., Despotović, A., & Kašćelan, V. (2015). The Impact of Agro-Economic Factors on GHG Emissions: Evidence from European Developing and Advanced Economies. Sustainability, 7(12), 16290–16310. https://doi.org/10.3390/su71215815
Kalaitzidakis, P., Mamuneas, T., & Stengos, T. (2018). Greenhouse Emissions and Productivity Growth. Journal of Risk and Financial Management, 11(3), 38. https://doi.org/10.3390/jrfm11030038
Kang, Y.-Q., Zhao, T., & Yang, Y.-Y. (2016). Environmental Kuznets Curve for CO2 emissions in China: A spatial panel data approach. Ecological Indicators, 63, 231–239. https://doi.org/10.1016/j.ecolind.2015.12.011
Kasioumi, M., & Stengos, T. (2020). The Environmental Kuznets Curve with Recycling: A Partially Linear Semiparametric Approach. Journal of Risk and Financial Management, 13(11), 274. https://doi.org/10.3390/jrfm13110274
Kaya Kanlı, N., & Küçükefe, B. (2022). Is the environmental Kuznets curve hypothesis valid? A global analysis for carbon dioxide emissions. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-022-02138-4
Khan, M., & Rana, A. T. (2021). Institutional quality and CO2 emission–output relations: The case of Asian countries. Journal of Environmental Management, 279, 111569. https://doi.org/10.1016/j.jenvman.2020.111569
Koilo, V. (2019). Evidence of the Environmental Kuznets Curve: Unleashing the Opportunity of Industry 4.0 in Emerging Economies. Journal of Risk and Financial Management, 12(3), 122. https://doi.org/10.3390/jrfm12030122
Kuznets, S. (1955). Economic Growth and Income Inequality. The American Economic Review, 45(1), 1-28. https://www.jstor.org/stable/1811581
Le, H. P., & Ozturk, I. (2020). The impacts of globalization, financial development, government expenditures, and institutional quality on CO2 emissions in the presence of environmental Kuznets curve. Environmental Science and Pollution Research, 27(18), 22680–22697. https://doi.org/10.1007/s11356-020-08812-2
Leal, P. H., & Marques, A. C. (2020). Rediscovering the EKC hypothesis for the 20 highest CO2 emitters among OECD countries by level of Globalization. International Economics, 164, 36–47. https://doi.org/10.1016/j.inteco.2020.07.001
Lee, J.-O., & Adam, S. (2022). ASEAN is poised for post-pandemic inclusive growth and prosperity – here's why. World Economic Forum. https://www.weforum.org/agenda/2022/01/asean-is-poised-for-post-pandemic-inclusive-growth-and-prosperity-heres-why/
Liu, W. (2020). EKC test study on the relationship between carbon dioxide emission and regional economic growth. Carbon Management, 11(4), 415–425. https://doi.org/10.1080/17583004.2020.1768776
Liu, J., Wang, M., Yang, L., Rahman, S., & Sriboonchitta, S. (2020). Agricultural productivity growth and its determinants in south and Southeast Asian countries. Sustainability, 12(12), 4981. https://doi.org/10.3390/su12124981
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
Lorente, D. B., & Álvarez-Herranz, A. (2016). Economic growth and energy regulation in the environmental Kuznets curve. Environmental Science and Pollution Research, 23(16), 16478–16494. https://doi.org/10.1007/s11356-016-6773-3
Luo, R., Ullah, S., & Ali, K. (2021). Pathway towards Sustainability in Selected Asian Countries: Influence of Green Investment, Technology Innovations, and Economic Growth on CO2 Emission. Sustainability, 13(22), 12873. https://doi.org/10.3390/su132212873
Madaleno, M., & Moutinho, V. (2021). Analysis of the New Kuznets Relationship: Considering Emissions of Carbon, Methanol, and Nitrous Oxide Greenhouse Gases—Evidence from EU countries. International Journal of Environmental Research and Public Health, 18(6), 2907. https://doi.org/10.3390/ijerph18062907
Majeed, M. T., Mazhar, M., & Sabir, S. (2021). Environmental Quality and Output Volatility: The Case of South Asian Economies. Environmental Science and Pollution Research, 28, 31276–31288 . https://doi.org/10.1007/s11356-021-12659-6
Marques, A. C., Fuinhas, J. A., & Leal, P. A. (2018). The impact of economic growth on CO2 emissions in Australia: the environmental Kuznets curve and the decoupling index. Environmental Science and Pollution Research, 25(27), 27283–27296. https://doi.org/10.1007/s11356-018-2768-6
Mehmood Mirza, F., Sinha, A., Rehman Khan, J., Kalugina, O. A., & Wasif Zafar, M. (2022). Impact of energy efficiency on CO2 Emissions: Empirical evidence from developing countries. Gondwana Research, 106, 64–77. https://doi.org/10.1016/j.gr.2021.11.017
Musarat, M. A., Alaloul, W. S., Liew, M. S., Maqsoom, A., & Qureshi, A. H. (2021). The effect of inflation rate on CO2 emission: A framework for Malaysian construction industry. Sustainability, 13(3), 1562. https://doi.org/10.3390/su13031562
Naser, H., & Alaali, F. (2021). Mitigation of Nitrous Oxide Emission for Green Growth: An Empirical Approach using ARDL. Advances in Science, Technology and Engineering Systems Journal, 6(4), 189–195. https://doi.org/10.25046/aj060423
Nasir, M. A., Duc Huynh, T. L., & Xuan Tram, H. T. (2019). Role of financial development, economic growth & foreign direct investment in driving climate change: A case of emerging ASEAN. Journal of Environmental Management, 242, 131–141. https://doi.org/10.1016/j.jenvman.2019.03.112
National Science Foundation. (2010). Population Change: Another Influence on Climate Change. NSF. Retrieved from https://www.nsf.gov/news/news_summ.jsp?cntn_id=117817
Niu, M., Zhang, S., Zhang, N., Wen, Z., Xu, M., & Yang, Y. (2022). Progress in the Research of Environmental Macroeconomics. Sustainability, 14(3), 1190. https://doi.org/10.3390/su14031190
Oberthür, S., & Ott, H. (1999). The Kyoto Protocol: International Climate Policy for the 21st Century. [E-book]. Springer.
Och, M. (2017). Empirical Investigation of the Environmental Kuznets Curve Hypothesis for Nitrous Oxide Emissions for Mongolia. International Journal of Energy Economics and Policy, 7(1), 117–128. Retrieved from https://www.econjournals.com/index.php/ijeep/article/view/3557
Okon, E. O. (2021). Nigeria: Is there an Environmental Kuznets curve for fluorinated gases?. Open Economics, 4(1), 57–71. https://doi.org/10.1515/openec-2020-0113
Oxfam International. (2020). Carbon emissions of richest 1 percent more than double the emissions of the poorest half of humanity. Oxfam International. Retrieved September 24, 2022, from https://www.oxfam.org/en/press-releases/carbon-emissions-richest-1-percent-more-double-emissions-poorest-half-humanity
Özcan, B., & Öztürk, I. (2019). Environmental Kuznets Curve (EKC): A Manual (1st ed.). [E-book]. Academic Press.
Ozturk, I., & Al-Mulali, U. (2015). Investigating the validity of the environmental Kuznets curve hypothesis in Cambodia. Ecological Indicators, 57, 324–330. https://doi.org/10.1016/j.ecolind.2015.05.018
Pincheira, R., & Zuniga, F. (2020). Environmental Kuznets curve bibliographic map: a systematic literature review. Accounting & Finance, 61(S1), 1931-1956. https://doi.org/10.1111/acfi.12648
Rahman, M. M. (2020). Environmental degradation: The role of electricity consumption, economic growth and globalisation. Journal of Environmental Management, 253, 109742. https://doi.org/10.1016/j.jenvman.2019.109742
Sharma, R., Nguyen, T., & Grote, U. (2018). Changing consumption patterns—drivers and the Environmental Impact. Sustainability, 10(11), 4190. https://doi.org/10.3390/su10114190
Shehzad, K., Xiaoxing, L., & Sarfraz, M. (2021). Envisaging the asymmetrical Association among FDI, ICT, and climate change: a case from developing country. Carbon Management, 12(2), 123–137. https://doi.org/10.1080/17583004.2021.1890449
Sica, E., & Sušnik, S. (2014). Geographical dimension and environmental Kuznets curve: the case of some less investigated air pollutants. Applied Economics Letters, 21(14), 1010–1016. https://doi.org/10.1080/13504851.2014.904485
The World Bank, World Development Indicators (2022). GDP (constant LCU) [Data file]. Retrieved from https://data.worldbank.org/indicator/NY.GDP.MKTP.KN
The World Bank, World Development Indicators (2022). Inflation, consumer prices [Data file]. Retrieved from https://data.worldbank.org/indicator/FP.CPI.TOTL.ZG
The World Bank, World Development Indicators (2022). Population, total [Data file]. Retrieved from https://data.worldbank.org/indicator/SP.POP.TOTL
The World Bank, World Development Indicators (2022). Renewable energy consumption [Data file]. Retrieved from https://data.worldbank.org/indicator/EG.FEC.RNEW.ZS
The World Bank, World Development Indicators (2022). Trade [Data file]. Retrieved from https://data.worldbank.org/indicator/NE.TRD.GNFS.ZS
Twerefou, D. K., Akpalu, W., & Mensah, A. C. (2019). Trade-induced environmental quality: The role of Factor Endowment and Environmental Regulation in Africa. Climate and Development, 11(9), 786-798. https://doi.org/10.1080/17565529.2018.1562868
Uchiyama, K. (2016). Environmental Kuznets Curve Hypothesis and Carbon Dioxide Emissions (1st ed.). [E-book]. Springer. https://doi.org/10.1007/978-4-431-55921-4
Ulucak, R., & Bilgili, F. (2018). A reinvestigation of EKC model by ecological footprint measurement for high, middle and low income countries. Journal of Cleaner Production, 188, 144–157. https://doi.org/10.1016/j.jclepro.2018.03.191
UN Environment Programme. (2021). Methane emissions are driving climate change. Here's how to reduce them. UNEP. Retrieved from https://www.unep.org/news-and-stories/story/methane-emissions-are-driving-climate-change-heres-how-reduce-them
United Nations Environment Programme and Climate and Clean Air Coalition (2021). Global Methane Assessment: Benefits and Costs of Mitigating Methane Emissions. Nairobi: United Nations Environment Programme.
UNFCCC Conference of the Parties. (2015, December). Adoption of the Paris Agreement. Paris Climate Change Conference - November 2015. https://unfccc.int/documents/9064
UNFCCC. (2021). INDONESIA'S Third Biennial Update Report. Directorate General of Climate Change, Ministry of Environment and Forestry. Retrieved from https://unfccc.int/sites/default/files/resource/IndonesiaBUR%203_FINAL%20REPORT_2.pdf
UNFCCC. (2018). SINGAPORE’S Fourth National Communication and Third Biennial Update Report. National Environment Agency. Retrieved from https://unfccc.int/sites/default/files/resource/067382541_Singapore-NC4-BUR3-1-Singapore%20Fourth%20National%20Communication%20and%20Third%20Biennia_0.pdf
Van Tran, N. (2020). The environmental effects of trade openness in developing countries: Conflict or cooperation? Environmental Science and Pollution Research, 27, 19783-19797. https://doi.org/10.1007/s11356-020-08352-9
Wang, Q., Wang, X., & Li, R. (2022). Does urbanization redefine the environmental Kuznets curve? An empirical analysis of 134 countries. Sustainable Cities and Society, 76, 103382. https://doi.org/10.1016/j.scs.2021.103382
Williamson, C. (2017). Emission, Education, and Politics: An Empirical Study of the Carbon Dioxide and Methane Environmental Kuznets Curve. The Park Place Economist, 25(1), 9. https://digitalcommons.iwu.edu/parkplace/vol25/iss1/9
World Trade Organization. (2012). Trade policy review: Thailand 2011. Trade Policy Reviews, 12-181. https://doi.org/10.30875/caf7640e-en
World Trade Organization. (2021). Trade and climate change - World Trade Organization. Retrieved September 24, 2022, from https://www.wto.org/english/news_e/news21_e/clim_03nov21-4_e.pdf
Xia, W., Apergis, N., Bashir, M. F., Ghosh, S., Doğan, B., & Shahzad, U. (2022). Investigating the role of globalization, and energy consumption for environmental externalities: Empirical evidence from developed and developing economies. Renewable Energy, 183, 219–228. https://doi.org/10.1016/j.renene.2021.10.084
Yandle, B., Bhattarai, M., & Vijayaraghavan, M. (2004). Environmental Kuznets Curves: A Review of Findings, Methods, and Policy Implications. PERC, Research Study 02-1 UPDATE. https://www.perc.org/wp-content/uploads/old/rs02_1a.pdf
Yeh, J.-C., & Liao, C.-H. (2017). Impact of population and economic growth on carbon emissions in Taiwan using an analytic tool STIRPAT. Sustainable Environment Research, 27(1), 41–48. https://doi.org/10.1016/j.serj.2016.10.001
Zaid, S., Myeda, N. E., Mahyuddin, N., & Sulaiman, R. (2015). Malaysia’s rising GHG emissions and carbon ‘lock-in’ risk: A review of Malaysian Building Sector Legislation and policy. Journal of Surveying, Construction and Property, 6(1), 1–13. https://doi.org/10.22452/jscp.vol6no1.1
Zambrano-Monserrate, M. A., & Fernandez, M. A. (2017). An Environmental Kuznets Curve for N2O emissions in Germany: An ARDL approach. Natural Resources Forum, 41(2), 119–127. https://doi.org/10.1111/1477-8947.12122
Zhang, J. (2021). Environmental Kuznets Curve Hypothesis on CO2 Emissions: Evidence for China. Journal of Risk and Financial Management, 14(3), 93. https://doi.org/10.3390/jrfm14030093
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