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Empirical testing of the environmental Kuznets curve: evidence from 182 countries of the world

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Abstract

Sustainability is to attain a better quality of life for a long period of time. Accomplishment of sustainable environment is a major challenge for all economies of the world. The Environmental Kuznets Curve (EKC) hypothesis elucidates the association between economic activity and environmental quality deterioration. Therefore, the broad aim of this study is to explore the validity of the EKC hypothesis using real gross domestic product and carbon dioxide (CO2) emissions along with other variables, for 182 countries based on annual time series data. The countries are categorized into four income groups (low, lower-middle, upper-middle, and higher-income countries) according to the World Bank classification. The fully modified ordinary least squares estimator is used for estimation. The empirical results confirm the presence of an EKC (inverted U-shaped relationship) in 11 low-income, 15 lower-middle-income, 34 upper-middle-income, and 24 high-income countries out of 182 countries, while in the remaining countries, the relationship between growth and CO2 emissions is U-shaped. Additionally, the positive impact of energy use and population growth on COemissions is consistent with the hypothesis. Therefore, this study concludes that the EKC hypothesis holds true in 84 countries. These findings suggest that governments should prioritize low carbon emissions and green technology to achieve sustainable development.

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References

  • Aboagye, S., & Kwakwa, P. A. (2014). The relationship between economic growth and environmental sustainability: Evidence from selected Sub-Sahara African countries. Ghanaian Journal of Economics, 2(1), 135–153.

    Google Scholar 

  • Adewuyi, A. O., & Awodumi, O. B. (2017). Renewable and non-renewable energy-growth-emissions linkages: Review of emerging trends with policy implications. Renewable and Sustainable Energy Reviews, 69, 275–291. https://doi.org/10.1016/j.rser.2016.11.178

    Article  Google Scholar 

  • Al-Mulali, U., Solarin, S. A., & Ozturk, I. (2016). Investigating the presence of the environmental Kuznets curve (EKC) hypothesis in Kenya: An autoregressive distributed lag (ARDL) approach. Natural Hazards, 80(3), 1729–1747.

    Article  Google Scholar 

  • 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.

    Article  Google Scholar 

  • Al-Rawashdeh, R., Jaradat, A. Q., & Al-Shboul, M. (2014). Air pollution and economic growth in MENA countries: Testing EKC hypothesis. Environmental Research, Engineering and Management, 70(4), 54–65.

    Google Scholar 

  • Amarawickrama, H. A., & Hunt, L. C. (2008). Electricity demand for Sri Lanka: A time series analysis. Energy, 33(5), 724–739.

    Article  Google Scholar 

  • Andreoni, J., & Levinson, A. (2001). The simple analytics of the environmental Kuznets curve. Journal of Public Economics, 80(2), 269–286.

    Article  Google Scholar 

  • Ansuategi, A., & Escapa, M. (2002). Economic growth and greenhouse gas emissions. Ecological Economics, 40(1), 23–37. https://doi.org/10.1016/S0921-8009(01)00272-5

    Article  Google Scholar 

  • Anwar, A., Younis, M., & Ullah, I. (2020). Impact of urbanization and economic growth on CO2 emission: A case of far east Asian countries. International Journal of Environmental Research and Public Health, 17(7), 1–8.

    Article  Google Scholar 

  • Apergis, N., & Ozturk, I. (2015). Testing environmental Kuznets curve hypothesis in Asian countries. Ecological Indicators, 52, 16–22.

    Article  Google Scholar 

  • Arnaut, J., & Lidman, J. (2021). Environmental sustainability and economic growth in greenland: Testing the environmental Kuznets Curve. Sustainability, 13(1228), 1–13.

    Google Scholar 

  • Arrow, K., Bolin, B., Costanza, R., Dasgupta, P., Folke, C., Holling, C. S., & Perrings, C. (1995). Economic growth, carrying capacity, and the environment. Ecological Economics, 15(2), 91–95.

    Article  Google Scholar 

  • Arrow, K., Bolin, B., Costanza, R., Dasgupta, P., Folke, C., Holling, C., & Perrings, C. (1996). Economic growth, carrying capacity, and the environment. Environment and Development Economics, 1(1), 104–110.

    Article  Google Scholar 

  • Aslanidis, N., & Iranzo, S. (2009). Environment and development: Is there a Kuznets curve for CO2 emissions? Applied Economics, 41(6), 803–810. https://doi.org/10.1080/00036840601018994

    Article  Google Scholar 

  • Atici, C. (2009). Carbon emissions in Central and Eastern Europe: Environmental Kuznets curve and implications for sustainable development. Sustainable Development, 17(3), 155–160.

    Article  Google Scholar 

  • Awan, A. M., & Azam, M. (2022). Evaluating the impact of GDP per capita on environmental degradation for G-20 economies: Does N-shaped environmental Kuznets curve exist? Environment, Development and Sustainability, 24, 11103–11126.

  • Awan, A. M., Azam, M., Saeed, I. U., & Bakhtyar, B. (2020). Does globalization and financial sector development affect environmental quality? A panel data investigation for MENA countries. Environmental Science and Pollution Research, 27, 45405–45418. https://doi.org/10.1007/s11356-020-104454

  • Awaworyi Churchill, S., Inekwe, J., Ivanovski, K., & Smyth, R. (2018). The environmental Kuznets curve in the OECD: 1870–2014. Energy Economics, 75, 389–399. https://doi.org/10.1016/j.eneco.2018.09.004

    Article  Google Scholar 

  • Azam, M., & Khan, A. Q. (2016). Testing the environmental Kuznets curve hypothesis: A comparative empirical study for low, lower middle, upper middle and high income countries. Renewable and Sustainable Energy Reviews, 63, 556–567.

    Article  CAS  Google Scholar 

  • Azam, M., Khan, H., & Rehman, Z. U. (2023). Analyzing the threshold effect in the relationship between income and environmental degradation in the Middle East and North Africa Region. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-023-01372-z

    Article  Google Scholar 

  • Bartlett, B. (1994). The high cost of turning green, The Wall Street Journal, pp. 1–2. Retrieved from http://www.academia.edu/download/31311552/High_Cost_of_Turning_Green.pdf

  • Bashier, A.-A., & Siam, A. J. (2014). Immigration and economic growth in Jordan: FMOLS approach. International Journal of Humanities Social Sciences and Education, 1(9), 85–92.

    Google Scholar 

  • Beckerman, W. (1992). Economic growth and the environment: Whose growth? Whose environment? World Development, 20(4), 481–496.

    Article  Google Scholar 

  • Bekhet, H. A., Othman, N. S., & Yasmin, T. (2020). Interaction between Environmental Kuznet Curve and urban environment transition hypotheses in Malaysia. International Journal of Energy Economics and Policy, 10(1), 384–402.

    Article  Google Scholar 

  • Beyene, S. D., & Kotosz, B. (2020). Testing the environmental Kuznets curve hypothesis: An empirical study for East African countries. International Journal of Environmental Studies, 77(4), 636–654.

    Article  Google Scholar 

  • Bhagwati, J. (1993). The case for free trade. Scientific American, 269(5), 42–49.

    Article  Google Scholar 

  • Bibi, F., & Jamil, M. (2021). Testing environment Kuznets curve (EKC) hypothesis in different regions. Environmental Science and Pollution Research, 28(11), 13581–13594.

    Article  CAS  Google Scholar 

  • Blewitt, J. (2012). Understanding sustainable development. Routledge.

    Book  Google Scholar 

  • Boutaud, A., Gondran, N., & Brodhag, C. (2006). (Local) environmental quality versus (global) ecological carrying capacity: What might alternative aggregated indicators bring to the debates about environmental Kuznets curves and sustainable development? International Journal of Sustainable Development, 9(3), 297–310.

    Article  Google Scholar 

  • Çatik, A. N., İlhan, A., & Akdeniz, C. (2024). Testing the environmental Kuznets curve hypothesis in the transport sector for OECD countries: A dynamic panel threshold approach. Environmental Science and Pollution Research, 31, 6372–6384.

    Article  Google Scholar 

  • Chandran, V., & 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.

    Article  Google Scholar 

  • Cho, C. H., Chu, Y. P., & Yang, H. Y. (2014). An Environment Kuznets Curve for GHG Emissions: A Panel Cointegration Analysis. Energy Sources, Part b: Economics, Planning, and Policy, 9(2), 120–129.

    Article  Google Scholar 

  • Chu, L. K., & Le, N. T. M. (2021). Environmental quality and the role of economic policy uncertainty, economic complexity, renewable energy, energy intensity: the case of G7 countries. Environmental Science and Pollution Research, 29(2), 2866–2882.

    Article  Google Scholar 

  • Cole, M. A., Rayner, A. J., & Bates, J. M. (1997). The environmental Kuznets curve: An empirical analysis. Environment and Development Economics, 2(4), 401–416.

    Article  Google Scholar 

  • Dasgupta, S., Laplante, B., Wang, H., & Wheeler, D. (2002). Confronting the environmental Kuznets curve. Journal of Economic Perspectives, 16(1), 147–168.

    Article  Google Scholar 

  • Day, K. M., & Grafton, R. Q. (2003). Growth and the environment in Canada: An empirical analysis. Canadian Journal of Agricultural Economics/revue Canadienne D’agroeconomie, 51(2), 197–216.

    Article  Google Scholar 

  • Deacon, R. T., & Norman, C. S. (2006). Does the environmental Kuznets curve describe how individual countries behave? Land Economics, 82(2), 291–315.

    Article  Google Scholar 

  • Destek, M. A., & Sarkodie, S. A. (2019). Investigation of environmental Kuznets curve for ecological footprint: The role of energy and financial development. Science of the Total Environment, 650, 2483–2489. https://doi.org/10.1016/j.scitotenv.2018.10.017

    Article  CAS  Google Scholar 

  • Dijkgraaf, E., & Vollebergh, H. R. (2001). A note on testing for environmental Kuznets curves with panel data. Fondazione Eni Enrico Mattei (FEEM) Working Papers, 63, 1–24. doi: https://www.econstor.eu/bitstream/10419/155226/1/NDL2001-063.pdf

  • Dijkgraaf, E., & Vollebergh, H. R. (2005). A test for parameter homogeneity in CO2 Panel EKC estimations. Environmental and Resource Economics, 32(2), 229–239.

    Article  Google Scholar 

  • Dinda, S. (2004). Environmental Kuznets curve hypothesis: A survey. Ecological Economics, 49(4), 431–455.

    Article  Google Scholar 

  • Dinda, S. (2005). A theoretical basis for the environmental Kuznets curve. Ecological Economics, 53(3), 403–413.

    Article  Google Scholar 

  • Doğan, B., Driha, O. M., Balsalobre Lorente, D., & Shahzad, U. (2021). The mitigating effects of economic complexity and renewable energy on carbon emissions in developed countries. Sustainable Development, 29(1), 1–12. https://doi.org/10.1002/sd.2125

    Article  Google Scholar 

  • Fernández-Amador, O., Francois, J. F., Oberdabernig, D. A., & Tomberger, P. (2017). Carbon dioxide emissions and economic growth: An assessment based on production and consumption emission inventories. Ecological Economics, 135, 269–279. https://doi.org/10.1016/j.ecolecon.2017.01.004

    Article  Google Scholar 

  • Gergel, S. E., Bennett, E. M., Greenfield, B. K., King, S., Overdevest, C. A., & Stumborg, B. (2004). A test of the environmental Kuznets curve using long-term watershed inputs. Ecological Applications, 14(2), 555–570.

    Article  Google Scholar 

  • Grossman, G. M., & Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement. National Bureau of economic research. doi: https://www.nber.org/papers/w3914

  • Haisheng, Y., Jia, J., Yongzhang, Z., & Shugong, W. (2005). The impact on environmental Kuznets curve by trade and foreign direct investment in China. Chinese Journal of Population Resources and Environment, 3(2), 14–19.

    Article  Google Scholar 

  • Haouas, I., Haseeb, M., Azam, M., & Rehman, Z. U. (2023). Do demographic factors affect the environment? Empirical evidence from the Middle East and North African countries. Environmental Science and Pollution Research, 30, 77077–77095. https://doi.org/10.1007/s11356-023-27835-z

    Article  Google Scholar 

  • Husnain, M. I. U., Haider, A., & Khan, M. A. (2021). Does the environmental Kuznets curve reliably explain a developmental issue? Environmental Science and Pollution Research, 28(9), 11469–11485. https://doi.org/10.1007/s11356-020-11402-x

    Article  Google Scholar 

  • Jalil, A., & Mahmud, S. F. (2009). Environment Kuznets curve for CO2 emissions: A cointegration analysis for China. Energy Policy, 37(12), 5167–5172.

    Article  Google Scholar 

  • Jayanthakumaran, K., & Liu, Y. (2012). Openness and the environmental Kuznets curve: Evidence from China. Economic Modelling, 29(3), 566–576.

    Article  Google Scholar 

  • Jayanthakumaran, K., Verma, R., & Liu, Y. (2012). CO2 emissions, energy consumption, trade and income: A comparative analysis of China and India. Energy Policy, 42, 450–460.

    Article  Google Scholar 

  • Jiang, Y., Lin, T., & Zhuang, J. (2008). Environmental Kuznets Curves in the People’s Republic of China: turning points and regional differences, Asian Development Bank. Economics Working Paper Series(141). doi: http://www.adb.org/sites/default/files/pub/2008/Economics-WP141.pdf

  • Joshi, P., & Beck, K. (2018). Democracy and carbon dioxide emissions: Assessing the interactions of political and economic freedom and the environmental Kuznets curve. Energy Research & Social Science, 39, 46–54.

    Article  Google Scholar 

  • Kaika, D., & Zervas, E. (2013). The environmental Kuznets curve (EKC) theory Part B: Critical issues. Energy Policy, 62, 1403–1411. https://doi.org/10.1016/j.enpol.2013.07.130

    Article  Google Scholar 

  • Kalim, R., & Shahbaz, M. (2009). Remittances and poverty nexus: Evidence from Pakistan. International Research Journal of Finance and Economics, 29, 46–59.

    Google Scholar 

  • Katircioglu, S., Katircioglu, S., & Kilinc, C. C. (2018). Investigating the role of urban development in the conventional environmental Kuznets curve: Evidence from the globe. Environmental Science and Pollution Research, 25(15), 15029–15035.

    Article  Google Scholar 

  • Khan, M. Z. (2021). Revisiting the environmental Kuznets curve hypothesis in Pakistan: Revisiting the environmental Kuznets curve hypothesis in Pakistan. Market Forces, 16(1), 18–18.

    Article  Google Scholar 

  • Khan, M. A. (2024). Analyzing three Zeros (zero poverty, unemployment, and carbon emissions) in Asia and the Pacific region: Assessment of Sustainable Development Goals through the STIRPAT model. Sustainable Development, https://onlinelibrary.wiley.com/doi/10.1002/sd.2928

  • Kheifets, I., & Phillips, P. C. (2019). Fully modified least squares for multicointegrated systems. Cowles Foundation Discussion Papers, 2210, 1–35.

    Google Scholar 

  • Kuznets, S. (1955). Economic growth and income inequality. The American Economic Review, 45(1), 1–28.

    Google Scholar 

  • Lau, L.-S., Choong, C.-K., & Eng, Y.-K. (2014). Investigation of the environmental Kuznets curve for carbon emissions in Malaysia: Do foreign direct investment and trade matter? Energy Policy, 68, 490–497.

    Article  Google Scholar 

  • Li, T., Wang, Y., & Zhao, D. (2016). Environmental Kuznets curve in China: New evidence from dynamic panel analysis. Energy Policy, 91, 138–147.

    Article  Google Scholar 

  • Lieb, C. M. (2003). The environmental Kuznets curve: a survey of the empirical evidence and of possible causes. University of Heidelberg, Department of Econmics, Discussion Papers Series(391), 1–60. doi: https://www.econstor.eu/bitstream/10419/127208/1/dp391.pdf

  • List, J. A., & Gallet, C. A. (1999). The environmental Kuznets curve: Does one size fit all? Ecological Economics, 31(3), 409–423.

    Article  Google Scholar 

  • Lopez, R. (1994). The environment as a factor of production: The effects of economic growth and trade liberalization. Journal of Environmental Economics and Management, 27(2), 163–184.

    Article  Google Scholar 

  • Milanovic, B. (2002). True world income distribution, 1988 and 1993: First calculation based on household surveys alone. The Economic Journal, 112(476), 51–92.

    Article  Google Scholar 

  • Munasinghe, M. (1999). Is environmental degradation an inevitable consequence of economic growth: Tunneling through the environmental Kuznets curve. Ecological Economics, 29(1), 89–109.

    Article  Google Scholar 

  • Murshed, M. (2022). Revisiting the deforestation-induced EKC hypothesis: The role of democracy in Bangladesh. GeoJournal, 87(1), 53–74. https://doi.org/10.1007/s10708-020-10234-z

    Article  Google Scholar 

  • Murshed, M., Alam, R., & Ansarin, A. (2021). The environmental Kuznets curve hypothesis for Bangladesh: the importance of natural gas, liquefied petroleum gas, and hydropower consumption. Environmental Science and Pollution Research, 28, 1–30. https://doi.org/10.1007/s11356-020-11976-6

    Article  Google Scholar 

  • Namahoro, J. P., Wu, Q., Xiao, H., & Zhou, N. (2021). The impact of renewable energy, economic and population growth on CO2 emissions in the East African region: Evidence from common correlated effect means group and asymmetric analysis. Energies, 14(2), 1–21.

    Article  Google Scholar 

  • Narayan, P. K., & Narayan, S. (2010). Carbon dioxide emissions and economic growth: Panel data evidence from developing countries. Energy Policy, 38(1), 661–666.

    Article  Google Scholar 

  • Narayan, P. K., Saboori, B., & Soleymani, A. (2016). Economic growth and carbon emissions. Economic Modelling, 53, 388–397. https://doi.org/10.1016/j.econmod.2015.10.027

    Article  Google Scholar 

  • Olubusoye, O. E., & Musa, D. (2020). Carbon emissions and economic growth in Africa: Are they related? Cogent Economics & Finance, 8(1), 1–21. https://doi.org/10.1080/23322039.2020.1850400

    Article  Google Scholar 

  • Ozatac, N., Gokmenoglu, K. K., & Taspinar, N. (2017). Testing the EKC hypothesis by considering trade openness, urbanization, and financial development: The case of Turkey. Environmental Science and Pollution Research, 24(20), 16690–16701.

    Article  Google Scholar 

  • Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. World Employment Programme Research, Technology and Employment Programme, 22(238), 1–27.

    Google Scholar 

  • Panayotou, T. (2003). Economic growth and the environment. The Environment in Anthropology, 24(4), 140–148.

    Google Scholar 

  • Pao, H.-T., & Tsai, C.-M. (2010). CO2 emissions, energy consumption and economic growth in BRIC countries. Energy Policy, 38(12), 7850–7860. https://doi.org/10.1016/j.enpol.2010.08.045

    Article  Google Scholar 

  • Pauli, F. (2003). Environmental Kuznet Curve Investigation Using a Varying Coefficient AR-Model. Ecological and Environmental Economics Working Papers Series (12), 1–13.

  • Pedroni, P. (2001). Fully modified OLS for heterogeneous cointegrated panels. In B. H. Baltagi, T.B. Fomby & R. Carter Hill (Eds.), Nonstationary Panels, Panel Cointegration, and Dynamic Panels (Advances in Econometrics, Vol. 15), Emerald Group Publishing Limited, Leeds, pp. 93–130. https://doi.org/10.1016/S0731-9053(00)15004-2

  • Perman, R., & Stern, D. I. (2003). Evidence from panel unit root and cointegration tests that the environmental Kuznets curve does not exist. Australian Journal of Agricultural and Resource Economics, 47(3), 325–347.

    Article  Google Scholar 

  • Ramirez, M. D. (2006). Latin America’s investment perfomance during the 1980–2002 Period: A panel unit root and panel cointegration approach. Applied Econometrics and International Development, 6(2), 109–124.

    Google Scholar 

  • Rana, R., & Sharma, M. (2018). Dynamic causality testing for EKC hypothesis, pollution haven hypothesis and international trade in India. The Journal of International Trade & Economic Development, 28(3), 348–364.

    Article  Google Scholar 

  • Roberts, J. T., & Grimes, P. E. (1997). Carbon intensity and economic development 1962–1991: A brief exploration of the environmental Kuznets curve. World Development, 25(2), 191–198. https://doi.org/10.1016/S0305-750X(96)00104-0

    Article  Google Scholar 

  • Rothman, D. S. (1998). Environmental Kuznets curves—real progress or passing the buck?: A case for consumption-based approaches. Ecological Economics, 25(2), 177–194. https://doi.org/10.1016/S0921-8009(97)00179-1

    Article  Google Scholar 

  • Saidi, K., & Mbarek, M. B. (2017). The impact of income, trade, urbanization, and financial development on CO2 emissions in 19 emerging economies. Environmental Science and Pollution Research, 24(14), 12748–12757.

    Article  CAS  Google Scholar 

  • Sala-i-Martin, X. (2006). The world distribution of income: Falling poverty and… convergence, period. The Quarterly Journal of Economics, 121(2), 351–397.

    Article  Google Scholar 

  • Sanchez, L. F., & Stern, D. I. (2016). Drivers of industrial and non-industrial greenhouse gas emissions. Ecological Economics, 124, 17–24. https://doi.org/10.1016/j.ecolecon.2016.01.008

    Article  Google Scholar 

  • Sarkodie, S. A., & Ozturk, I. (2020). Investigating the Environmental Kuznets curve hypothesis in Kenya: A multivariate analysis. Renewable and Sustainable Energy Reviews, 117(109481), 1–12.

    Google Scholar 

  • Sen, K. K., & Abedin, M. T. (2020). A comparative analysis of environmental quality and Kuznets curve between two newly industrialized economies. Management of Environmental Quality: an International Journal., 32(2), 308–327. https://doi.org/10.1108/MEQ-04-2020-0083/full/html

    Article  Google Scholar 

  • Setyari, N. P. W., & Kusuma, W. G. A. (2021). Economics and environmental development: Testing the environmental Kuznets curve hypothesis. International Journal of Energy Economics and Policy, 11(4), 51–58.

    Article  Google Scholar 

  • Shafik, N., & Bandyopadhyay, S. (1992). Economic growth and environmental quality: time-series and cross-country evidence. World Bank Working Papers No. 904, pp. 1–50.

  • Shahbaz, M., & Sinha, A. (2019). Environmental Kuznets curve for CO2 emissions: A literature survey. Journal of Economic Studies, 46(1), 106–168.

    Article  Google Scholar 

  • Shahbaz, M., Solarin, S. A., & Ozturk, I. (2016). Environmental Kuznets Curve hypothesis and the role of globalization in selected African countries. Ecological Indicators, 67, 623–636. https://doi.org/10.1016/j.ecolind.2016.03.024

    Article  Google Scholar 

  • Shuai, C., Chen, X., Shen, L., Jiao, L., Wu, Y., & Tan, Y. (2017). The turning points of carbon Kuznets curve: Evidences from panel and time-series data of 164 countries. Journal of Cleaner Production, 162, 1031–1047. https://doi.org/10.1016/j.jclepro.2017.06.049

    Article  Google Scholar 

  • Song, T., Zheng, T.-G., & Tong, L.-J. (2007). Theoretical analysis and econometric testing on relationship of environmental pollution and economic growth. Journal of Geographical Science, 27(2), 156–162.

    Google Scholar 

  • Stern, D. I. (2004a). Economic growth and energy. Encyclopedia of Energy, 2(00147), 35–51.

    Article  Google Scholar 

  • Stern, D. I. (2004b). The rise and fall of the environmental Kuznets curve. World Development, 32(8), 1419–1439. https://doi.org/10.1016/j.worlddev.2004.03.004

    Article  Google Scholar 

  • Stern, D. I. (2017). The environmental Kuznets curve after 25 years. Journal of Bioeconomics, 19(1), 7–28.

    Article  Google Scholar 

  • Stern, D. I., & Common, M. S. (2001). Is there an environmental Kuznets curve for sulfur? Journal of Environmental Economics and Management, 41(2), 162–178.

    Article  Google Scholar 

  • Stern, D. I., Common, M. S., & Barbier, E. B. (1996). Economic growth and environmental degradation: The environmental Kuznets curve and sustainable development. World Development, 24(7), 1151–1160.

    Article  Google Scholar 

  • Suharto, R. B., Rochaida, E., Roy, J., & Permana, M. (2021). Analysis of inclusive economic development of environmental quality in Indonesia by examining environmental Kuznets curve. International Journal of Energy Economics and Policy, 11(4), 225–229.

    Article  Google Scholar 

  • Tiba, S., & Omri, A. (2017). Literature survey on the relationships between energy, environment and economic growth. Renewable and Sustainable Energy Reviews, 69, 1129–1146. https://doi.org/10.1016/j.rser.2016.09.113

    Article  Google Scholar 

  • Verbič, M., Satrovic, E., & Muslija, A. (2021). Environmental Kuznets curve in Southeastern Europe: The role of urbanization and energy consumption. Environmental Science and Pollution Research, 28, 1–11. https://doi.org/10.1007/s11356-021-14732-6

    Article  Google Scholar 

  • Vincent, J. R. (1997). Testing for environmental Kuznets curves within a developing country. Environment and Development Economics, 2(4), 417–431.

    Article  Google Scholar 

  • Waheed, R., Sarwar, S., & Wei, C. (2019). The survey of economic growth, energy consumption and carbon emission. Energy Reports, 5, 1103–1115. https://doi.org/10.1016/j.egyr.2019.07.006

    Article  Google Scholar 

  • Weber, H., & Sciubba, J. D. (2019). The effect of population growth on the environment: Evidence from European regions. European Journal of Population, 35(2), 379–402. https://doi.org/10.1007/s10680-018-9486-0

    Article  Google Scholar 

  • World Development Indicators (WDI). (2021). https://databank.worldbank.org/source/world-developmentindicators.

  • Yameogo, C. E., & Dauda, R. O. (2020). The effect of income inequality and economic growth on environmental quality: A comparative analysis between Burkina Faso and Nigeria. Journal of Public Affairs, 22, 1–15. https://doi.org/10.1002/pa.2566

    Article  Google Scholar 

  • Zulfa, E., & Resha, M. (2020). Economic determinants of carbon dioxide emissions: A proof of the environmental kuznet curve hypothesis in Asia. TEST Engineering and Management, 82, 6877–6885.

    Google Scholar 

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Azam, M., Rehman, Z.U., Khan, H. et al. Empirical testing of the environmental Kuznets curve: evidence from 182 countries of the world. Environ Dev Sustain (2024). https://doi.org/10.1007/s10668-024-04890-1

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