Politická ekonomie 2024, 72(6):985-1013 | DOI: 10.18267/j.polek.1446
Relationship Between Economic Complexity, Globalization, Energy Sources and Environmental Sustainability
- Mustafa Naimoğlu, Bingöl University, Faculty of Economics and Administrative Sciences, Bingöl, Turkey
- Mustafa Akal, Sakarya University, Faculty of Political Sciences, Sakarya, Turkey
This study investigates the relationship between economic complexity, globalization, energy consumption patterns and CO2 emissions in 12 energy-importing emerging economies from 1996 to 2020. Employing panel data analysis, the autoregressive distributed lag (ARDL) model is utilized. The findings reveal a U-shaped relationship between economic complexity and air pollution, supporting the environmental Kuznets curve (EKC) theory. Renewable energy demonstrates a significant ability to reduce CO2 emissions over the long term, while fossil fuel use exacerbates environmental degradation. Economic globalization is associated with increased CO2 emissions, contradicting expectations. The short-term results align with the long-term findings, highlighting significant country-specific variations. The policy implications highlight the necessity of promoting renewable energy adoption and reducing reliance on fossil fuels. This research contributes to EKC literature by focusing on energy-importing economies, emphasizing the importance of multidimensional analyses in environmental policy formulation. The study underscores the critical role of renewable energy investment and carbon pricing strategies in mitigating environmental degradation while encouraging sustainable development pathways.
Keywords: Economic complexity, renewable energy, fossil energy, globalization, EKC hypothesis, energy-importing emerging economies
JEL classification: O13, O44, Q43, Q56
Received: February 19, 2024; Revised: May 27, 2024; Accepted: June 11, 2024; Prepublished online: December 11, 2024; Published: December 13, 2024 Show citation
References
- Adedoyin, F. F., Erum, N., Ozturk, I. (2022). Does higher innovation intensity matter for abating the climate crisis in the presence of economic complexities? Evidence from a Global Panel Data. Technological Forecasting and Social Change, 181(C), 121762. https://doi.org/10.1016/j.techfore.2022.121762
Go to original source...
- Adnan, M., Xiao, B., Xiao, P., et al. (2022). Heavy metal, waste, COVID-19, and rapid industrialization in this modern era - fit for sustainable future. Sustainability, 14(8), 4746. https://doi.org/10.3390/su14084746
Go to original source...
- Ahmad, M., Khan, Z., Anser, M. K., et al. (2021). Do rural-urban migration and industrial agglomeration mitigate the environmental degradation across China's regional development levels? Sustainable Production and Consumption, 27, 679-697. https://doi.org/10.1016/j.spc.2021.01.038
Go to original source...
- 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
Go to original source...
- Alola, A. A., Donve, U. T. (2021). Environmental implication of coal and oil energy utilization in Turkey: is the EKC hypothesis related to energy? Management of Environmental Quality: An International Journal, 32(3), 543-558. https://doi.org/10.1108/MEQ-10-2020-0220
Go to original source...
- Aluko, O. A., Opoku, E. E. O., Ibrahim, M. (2021). Investigating the environmental effect of globalization: Insights from selected industrialized countries. Journal of Environmental Management, 281, 111892. https://doi.org/10.1016/j.jenvman.2020.111892
Go to original source...
- Avotra, A. A. R. N., Nawaz, A. (2023). Asymmetric impact of transportation on carbon emissions influencing SDGs of climate change. Chemosphere, 324, 138301. https://doi.org/10.1016/j.chemosphere.2023.138301
Go to original source...
- Aydin, M., Bozatli, O. (2023). The impacts of the refugee population, renewable energy consumption, carbon emissions, and economic growth on health expenditure in Turkey: new evidence from Fourier-based analyses. Environmental Science and Pollution Research, 30(14), 41286-41298. https://doi.org/10.1007/s11356-023-25181-8
Go to original source...
- Balsalobre-Lorente, D., Ibáñez-Luzón, L., Usman, M., et al. (2022). The environmental Kuznets curve, based on the economic complexity, and the pollution haven hypothesis in PIIGS countries. Renewable Energy, 185, 1441-1455. https://doi.org/10.1016/j.renene.2021.10.059
Go to original source...
- Baltagi, B. H., Griffin, J. M., Xiong, W. (2000). To pool or not to pool: Homogeneous versus heterogeneous estimators applied to cigarette demand. Review of Economics and Statistics, 82(1), 117-126. https://doi.org/10.1162/003465300558551
Go to original source...
- Barrett, L. T., Theuerkauf, S. J., Rose, J. M., et al. (2022). Sustainable growth of non-fed aquaculture can generate valuable ecosystem benefits. Ecosystem Services, 53, 101396. https://doi.org/10.1016/j.ecoser.2021.101396
Go to original source...
- Bilal, A., Li, X., Zhu, N., et al. (2021). Green Technology Innovation, Globalization, and CO2 Emissions: Recent Insights from the OBOR Economies. Sustainability, 14(1), 236. https://doi.org/10.3390/su14010236
Go to original source...
- Blackburne III, E. F., Frank, M. W. (2007). Estimation of nonstationary heterogeneous panels. The Stata Journal, 7(2), 197-208.
Go to original source...
- Boleti, E., Garas, A., Kyriakou, A., et al. (2021). Economic complexity and environmental performance: evidence from a world sample. Environmental Modeling & Assessment, 26(3), 251-270. https://doi.org/10.1007/s10666-021-09750-0
Go to original source...
- BP (2022). BP Statistical Review of World Energy. [Retrieved 2023-03-10] Available: https://www.bp.com/content/dam/bp/business-sites/en/global/corporate/pdfs/energy-economics/statistical-review/bp-stats-review-2022-full-report.pdf
- Bucak, C. (2022). G8 Ülkelerinde ve Türkiye'de Ekonomik Karmaşiklik ve Ekolojik Ayak İzi İlişkisi: Toda-Yamamoto Nedensellik Testi Analizi. Sosyal Ekonomik Araştirmalar Dergisi, 22(1), 1-16. https://doi.org/10.30976/susead.999109
Go to original source...
- Can, M., Dogan, B., Saboori, B. (2020). Does trade matter for environmental degradation in developing countries? New evidence in the context of export product diversification. Environmental Science and Pollution Research, 27(13), 14702-14710. https://doi.org/10.1007/s11356-020-08000-2
Go to original source...
- Can, M., Gozgor, G. (2017). The impact of economic complexity on carbon emissions: evidence from France. Environmental Science and Pollution Research, 24(19), 16364-16370. https://doi.org/10.1007/s11356-017-9219-7
Go to original source...
- Can, M., Dogan, B., Saboori, B. (2020). Does trade matter for environmental degradation in developing countries? New evidence in the context of export product diversification. Environmental Science and Pollution Research, 27(13), 14702-14710. https://doi.org/10.1007/s11356-020-08000-2
Go to original source...
- Chu, L. K. (2021). Economic structure and environmental Kuznets curve hypothesis: new evidence from economic complexity. Applied Economics Letters, 28(7), 612-616. 10.1080/13504851.2020.1767280
Go to original source...
- Cox, D., White, C. (2023). The Great Regeneration: Ecological Agriculture, Open-source Technology, and a Radical Vision of Hope. Chelsea: Chelsea Green Publishing. ISBN 978-1645020677.
- Cui, L., Weng, S., Nadeem, A. M., et al. (2022). Exploring the role of renewable energy, urbanization, and structural change for environmental sustainability: Comparative analysis for practical implications. Renewable Energy, 184, 215-224. https://doi.org/10.1016/j.renene.2021.11.075
Go to original source...
- Demetriades, P., Hook Law, S. (2006). Finance, institutions and economic development. International Journal of Finance & Economics, 11(3), 245-260. https://doi.org/10.1002/ijfe.296
Go to original source...
- Destek, M. A. (2022). Investigation of the role of economic, social, and political globalization on the environment: evidence from CEECs. Environmental Science and Pollution Research, 27(27), 33601-33614. https://doi.org/10.1007/s11356-019-04698-x
Go to original source...
- Dogan, E., Seker, F. (2016). Determinants of CO2 emissions in the European Union: the role of renewable and non-renewable energy. Renewable Energy, 94, 429-439. https://doi.org/10.1016/j.renene.2016.03.078
Go to original source...
- Dogan, B., Madaleno, M., Tiwari, A. K., et al. (2020). Impacts of export quality on environmental degradation: does income matter? Environmental Science and Pollution Research, 27(12), 13735-13772. https://doi.org/10.1007/s11356-019-07371-5
Go to original source...
- Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied Economics, 38(10), 1091-1110. https://doi.org/10.1080/00036840500392078
Go to original source...
- Engle, R. F., Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica, 55(2), 251-276. https://doi.org/10.2307/1913236
Go to original source...
- Eweade, B. S., Karlilar, S., Pata, U. K., et al. (2023). Examining the asymmetric effects of fossil fuel consumption, foreign direct investment, and globalization on ecological footprint in Mexico. Sustainable Development, 32(4), 2899-2909. https://doi.org/10.1002/sd.2825
Go to original source...
- Farooq, S., Ozturk, I., Majeed, M. T., et al. (2022). Globalization and CO2 emissions in the presence of EKC: A global panel data analysis. Gondwana Research, 106, 367-378. https://doi.org/10.1016/j.gr.2022.02.002
Go to original source...
- Gao, D., Li, G., Yu, J. (2022). Does digitization improve green total factor energy efficiency? Evidence from Chinese 213 cities. Energy, 247, 123395. https://doi.org/10.1016/j.energy.2022.123395
Go to original source...
- Gao, D., Mo, X., Xiong, R., et al. (2022). Tax policy and total factor carbon emission efficiency: evidence from China's VAT reform. International Journal of Environmental Research and Public Health, 19(15), 9257. https://doi.org/10.3390/ijerph19159257
Go to original source...
- Gao, D., Wang, G. (2023). Does the opening of high-speed rails improve urban carbon efficiency? Evidence from a spatial difference-in-difference method. Environmental Science and Pollution Research, 30(45), 101873-101887. https://doi.org/10.1007/s11356-023-29454-0
Go to original source...
- Gao, D., Yan, Z., Zhou, X., et al. (2023). Smarter and Prosperous: Digital Transformation and Enterprise Performance. Systems, 11(7), 329. https://doi.org/10.3390/systems11070329
Go to original source...
- Grossman, G. M., Krueger, A. B. (1991). Environmental impacts of a North American free trade agreement. NBER Working Paper Series No. 3914. [Retrieved 2023-10-10] Available at:
Go to original source...
- Gürler, A. Z., Budak, D. B., Ayyildiz, B., et al. (2020). Enerji ekonomisi. Ankara: Nobel Akademik Yayincilik. ISBN 978-625-406-772-3.
- Hidalgo, C. A., Hausmann, R. (2009). The building blocks of economic complexity. Proceedings of the National Academy of Sciences, 106(26), 10570-10575. https://doi.org/10.1073/pnas.0900943106
Go to original source...
- Huang, W., Saydaliev, H. B., Iqbal, W., et al. (2022). Measuring the impact of economic policies on Co2 emissions: ways to achieve green economic recovery in the post-COVID-19 era. Climate Change Economics, 13(03), 2240010. https://doi.org/10.1142/S2010007822400103
Go to original source...
- Im, KS, Pesaran, M. H., Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53-74. https://doi.org/10.1016/S0304-4076(03)00092-7
Go to original source...
- IEA (2023). Data and Statistics. [Retrieved 2023-08-10] Available at: https://www.iea.org/data-and-statistics
- Jebli, M. B., Youssef, S. B., Ozturk, I. (2016). Testing environmental Kuznets curve hypothesis: The role of renewable and non-renewable energy consumption and trade in OECD countries. Ecological Indicators, 60, 824-831. https://doi.org/10.1016/j.ecolind.2015.08.031
Go to original source...
- Jebli, M. B., Youssef, S. B. (2017). The role of renewable energy and agriculture in reducing CO2 emissions: Evidence for North Africa countries. Ecological Indicators, 74, 295-301.
Go to original source...
- Johansen, S. (1995). Identifying restrictions of linear equations with applications to simultaneous equations and cointegration. Journal of Econometrics, 69(1), 111-132. https://doi.org/10.1016/0304-4076(94)01664-L
Go to original source...
- Kartal, M. T., Pata, U. K. (2023). Impacts of renewable energy, trade globalization, and technological innovation on environmental development in China: evidence from various environmental indicators and novel quantile methods. Environmental Development, 48, 100923. https://doi.org/10.1016/j.envdev.2023.100923
Go to original source...
- Khan, S., Yahong, W., Chandio, A. A. (2022). How does economic complexity affect ecological footprint in G-7 economies: the role of renewable and non-renewable energy consumptions and testing EKC hypothesis. Environmental Science and Pollution Research, 1-14. https://doi.org/10.1007/s11356-022-19094-1
Go to original source...
- Kirikkaleli, D., Güngör, H., Adebayo, T. S. (2022). Consumption-based carbon emissions, renewable energy consumption, financial development, and economic growth in Chile. Business Strategy and the Environment, 31(3), 1123-1137. https://doi.org/10.1002/bse.2945
Go to original source...
- Kurchenkov, V. V., Fetisova, O. V., Koneva, D. A., et al. (2022). Innovative Technologies as a Factor in Ensuring Inclusive Growth in the Unified Ecosystem of Urban and Rural Areas. In: Inshakova, E. I., Inshakova A. O. New Technology for Inclusive and Sustainable Growth: Perception, Challenges and Opportunities, pp. 23-34. Singapore: Springer Singapore. ISBN 978-981-16-9804-0.
Go to original source...
- Lee, J. W. (2013). The contribution of foreign direct investment to clean energy use, carbon emissions, and economic growth. Energy Policy, 55, 483-489. https://doi.org/10.1016/j.enpol.2012.12.039
Go to original source...
- Loayza, N. V., Ranciere, R. (2006). Financial development, financial fragility, and growth. Journal of Money, Credit and Banking, 38(4), 1051-1076. https://doi.org/10.1353/mcb.2006.0060
Go to original source...
- Maddala, G. S., Wu, S. (1999). A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61(1), 631-652. https://doi.org/10.1111/1468-0084.0610s1631
Go to original source...
- Magazzino, C., Mele, M., Schneider, N. (2022). A new artificial neural networks algorithm to analyze the nexus among logistics performance, energy demand, and environmental degradation. Structural Change and Economic Dynamics, 60, 315-328. https://doi.org/10.1016/j.strueco.2021.11.018
Go to original source...
- Massagony, A., Budiono. (2022). Is the Environmental Kuznets Curve (EKC) hypothesis valid on CO2 emissions in Indonesia? International Journal of Environmental Studies, 80(1), 20-31. https://doi.org/10.1080/00207233.2022.2029097
Go to original source...
- Mehmood, U. (2021). Globalization-driven CO2 emissions in Singapore: an application of ARDL approach. Environmental Science and Pollution Research, 28(9), 11317-11322. https://doi.org/10.1007/s11356-020-11368-w
Go to original source...
- Mehmood, U., Tariq, S. (2020). Globalization and CO2 emissions nexus: evidence from the EKC hypothesis in South Asian countries. Environmental Science and Pollution Research, 27(29), 37044-37056.
Go to original source...
- Mehrjo, A., Satari Yuzbashkandi, S., Eskandari Nasab, M. H., et al. (2022). Economic complexity, ICT, biomass energy consumption, and environmental degradation: evidence from Iran. Environmental Science and Pollution Research, 27, 37044-37056. https://doi.org/10.1007/s11356-020-09774-1
Go to original source...
- Munasinghe, M. (1999). Is environmental degradation an inevitable consequence of economic growth: tunneling through the environmental Kuznets curve. Ecological Economics, 29(1), 89-109. https://doi.org/10.1016/S0921-8009(98)00062-7
Go to original source...
- Neagu, O. (2019). The link between economic complexity and carbon emissions in the European Union countries: a model based on the Environmental Kuznets Curve (EKC) approach. Sustainability, 11(17), 4753. https://doi.org/10.3390/su11174753
Go to original source...
- Neagu, O., Teodoru, M. C. (2019). The relationship between economic complexity, energy consumption structure, and greenhouse gas emission: Heterogeneous panel evidence from the EU countries. Sustainability, 11(2), 497. https://doi.org/10.3390/su11020497
Go to original source...
- Pata, U. K. (2018). Renewable energy consumption, urbanization, financial development, income, and CO2 emissions in Turkey: testing EKC hypothesis with structural breaks. Journal of Cleaner Production, 187, 770-779. https://doi.org/10.1016/j.jclepro.2018.03.236
Go to original source...
- Pata, U. K. (2021a). Renewable and non-renewable energy consumption, economic complexity, CO2 emissions, and ecological footprint in the USA: testing the EKC hypothesis with a structural break. Environmental Science and Pollution Research, 28(1), 846-861. https://doi.org/10.1007/s11356-020-10446-3
Go to original source...
- Pata, U. K. (2021b). Linking renewable energy, globalization, agriculture, CO2 emissions, and ecological footprint in BRIC countries: A sustainability perspective. Renewable Energy, 173(C), 197-208. https://doi.org/10.1016/j.renene.2021.03.125
Go to original source...
- Pata, U. K., Caglar, A. E. (2021). Investigating the EKC hypothesis with renewable energy consumption, human capital, globalization and trade openness for China: evidence from augmented ARDL approach with a structural break. Energy, 216, 119220. https://doi.org/10.1016/j.energy.2020.119220
Go to original source...
- Pata, U. K., Kartal, M. T., Zafar, M. W. (2023). Environmental reverberations of geopolitical risk and economic policy uncertainty resulting from the Russia-Ukraine conflict: A wavelet based approach for sectoral CO2 emissions. Environmental Research, 231, 116034. https://doi.org/10.1016/j.envres.2023.116034
Go to original source...
- Pata, U. K., Kartal, M. T., Dam, M. M., et al. (2023). Navigating the impact of renewable energy, trade openness, income, and globalization on load capacity factor: the case of Latin American and Caribbean (LAC) countries. International Journal of Energy Research, 2023(1), 1-14. https://doi.org/10.1155/2023/6828781
Go to original source...
- Pata, U. K., Wang, Q., Kartal, M. T., et al. (2024). The role of disaggregated renewable energy consumption on income and load capacity factor: a novel inclusive sustainable growth approach. Geoscience Frontiers, 15(1), 101693. https://doi.org/10.1016/j.gsf.2023.101693
Go to original source...
- Peng, J., Fu, S., Gao, D., et al. (2023). Greening China's Growth: Assessing the Synergistic Impact of Financial Development and Technological Innovation on Environmental Pollution Reduction - A Spatial STIRPAT Analysis. International Journal of Environmental Research and Public Health, 20(6), 5120. https://doi.org/10.3390/ijerph20065120
Go to original source...
- Pesaran, M. H., Smith, R. (1995). Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79-113. https://doi.org/10.1016/0304-4076(94)01644-F
Go to original source...
- Pesaran, M. H., Shin, Y. (1995). An autoregressive distributed lag modeling approach to cointegration analysis. Cambridge Working Papers in Economics No. 9514.
- Pesaran, M. H., Shin, Y., Smith, R. P. (1999). Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American Statistical Association, 94(446), 621-634. https://doi.org/10.2307/2670182
Go to original source...
- Phillips, P. C., Hansen, B. E. (1990). Statistical inference in instrumental variables regression with I(1) processes. The Review of Economic Studies, 57(1), 99-125. https://doi.org/10.2307/2297545
Go to original source...
- Qi, G., Che, J., Wang, Z. (2023). Differential effects of urbanization on air pollution: Evidences from six air pollutants in mainland China. Ecological Indicators, 146, 109924. https://doi.org/10.1016/j.ecolind.2023.109924
Go to original source...
- Romero, J. P., Gramkow, C. (2021). Economic complexity and greenhouse gas emissions. World Development, 139, 105317. https://doi.org/10.1016/j.worlddev.2020.105317
Go to original source...
- Salahuddin, M., Ali, M., Vink, N., et al. (2019). The effects of urbanization and globalization on CO2 emissions: evidence from the Sub-Saharan Africa (SSA) countries. Environmental Science and Pollution Research, 26(3), 2699-2709. https://doi.org/10.1007/s11356-018-3790-4
Go to original source...
- Saud, S., Chen, S., Haseeb, A. (2020). The role of financial development and globalization in the environment: accounting ecological footprint indicators for selected one-belt-one-road initiative countries. Journal of Cleaner Production, 250, 119518. https://doi.org/10.1016/j.jclepro.2019.119518
Go to original source...
- 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
Go to original source...
- Shahbaz, M., Khan, S., Ali, A., et al. (2017). The impact of globalization on CO2 emissions in China. The Singapore Economic Review, 62(4), 929-957.
Go to original source...
- Shahzad, U., Fareed, Z., Shahzad, F., et al. (2021). Investigating the nexus between economic complexity, energy consumption, and ecological footprint for the United States: New insights from quantile methods. Journal of Cleaner Production, 279, 123806. https://doi.org/10.1016/j.jclepro.2020.123806
Go to original source...
- Sharif, A., Kocak, S., Khan, H. H. A., et al. (2023). Demystifying the links between green technology innovation, economic growth, and environmental tax in ASEAN-6 countries: The dynamic role of green energy and green investment. Gondwana Research, 115, 98-106. https://doi.org/10.1016/j.gr.2022.11.010
Go to original source...
- Shokoohi, Z., Dehbidi, N. K., Tarazkar, M. H. (2022). Energy intensity, economic growth, and environmental quality in populous Middle East countries. Energy, 239, 122164. 10.1016/j.energy.2021.122164
Go to original source...
- Subramanian, A., Nagarajan, A. M., Vinod, S., et al. (2023). Long-term impacts of climate change on coastal and transitional eco-systems in India: an overview of its current status, future projections, solutions, and policies. RSC Advances, 13(18), 12204-12228. https://doi.org/10.1039/D2RA07448F
Go to original source...
- Sulaiman, N., Ismail, R., Saukani, M. M. N. (2017). Globalization and total factor productivity: The case of the manufacturing sector in Malaysia. International Business Management, 11(2), 334-341.
- Sun, Y., Usman, M., Radulescu, M., et al. (2024). New insights from the STIPART model on how environmental-related technologies, natural resources and the use of the renewable energy influence load capacity factor. Gondwana Research, 129, 398-411. https://doi.org/10.1016/j.gr.2023.05.018
Go to original source...
- Swart, J., Brinkmann, L. (2020). Economic complexity and the environment: Evidence from Brazil. In: Filho, W. L., Tortato, U., Frankenberger, F. Universities and Sustainable Communities: Meeting the Goals of the Agenda 2030, pp. 3-45. Cham: Springer. ISBN 978-3-030-30306-8.
Go to original source...
- Teal, F., Eberhardt, M. (2010). Productivity analysis in global manufacturing production. Economics Series Working Papers No. 515.
- Terzi, H., Pata, U. (2020). Is the pollution haven hypothesis (PHH) valid for Turkey? Panoeconomicus, 67(1), 93-109. https://doi.org/10.2298/PAN161229016T
Go to original source...
- Ulucak, R., Khan, S. U. D. (2020). Determinants of the ecological footprint: role of renewable energy, natural resources, and urbanization. Sustainable Cities and Society, 54, 101996. https://doi.org/10.1016/j.scs.2019.101996
Go to original source...
- UNCTADSTAT (2023). UNCTADstat Data centre. [Retrieved 2023-03-10] Available at: https://unctadstat.unctad.org/wds/ReportFolders/reportFolders.aspx?sCS_ChosenLang=en
- Wang, Y., Zhou, T., Chen, H., et al. (2019). Environmental homogenization or heterogenization? The effects of globalization on carbon dioxide emissions, 1970-2014. Sustainability, 11(10), 2752. https://doi.org/10.3390/su11102752
Go to original source...
- WB (2023). World Development Indicators Online Database. [Retrieved 2023-03-10] Available at: https://databank.worldbank.org/source/world-development-indicators
- Xu, Z., Baloch, M. A., Meng, F., et al. (2018). Nexus between financial development and CO2 emissions in Saudi Arabia: analyzing the role of globalization. Environmental Science and Pollution Research, 25(28), 28378-28390. https://doi.org/10.1007/s11356-018-2876-3
Go to original source...
- Xuan, D., Jiang, X., Fang, Y. (2023). Can globalization and the green economy hedge natural resources? Functions of population growth and financial development in BRICS countries. Resources Policy, 82(C), 103414. https://doi.org/10.1016/j.resourpol.2023.103414
Go to original source...
- Yang, B., Jahanger, A., Khan, M. A. (2020). Does the inflow of remittances and energy consumption increase CO2 emissions in the era of globalization? A global perspective. Air Quality, Atmosphere & Health, 13(11), 1313-1328. https://doi.org/10.1007/s11869-020-00885-9
Go to original source...
- Yilanci, V., Pata, U. K. (2020). Investigating the EKC hypothesis for China: the role of economic complexity on ecological footprint. Environmental Science and Pollution Research, 27(26), 32683-32694. https://doi.org/10.1007/s11356-020-09434-4
Go to original source...
- Yu, J., Tang, Y. M., Chau, K. Y., et al. (2022). Role of solar-based renewable energy in mitigating CO2 emissions: evidence from quantile-on-quantile estimation. Renewable Energy, 182(C), 216-226. https://doi.org/10.1016/j.renene.2021.10.002
Go to original source...
- Zafar, M. W., Saleem, M. M., Destek, M. A., et al. (2022). The dynamic linkage between remittances, export diversification, education, renewable energy consumption, economic growth, and CO2 emissions in top remittance-receiving countries. Sustainable Development, 30(1), 165-175. https://doi.org/10.1002/sd.2236
Go to original source...
- Zambrano-Monserrate, M. A., Carvajal-Lara, C., Urgiles-Sanchez, R. (2018). Is there an inverted U-shaped curve? Empirical analysis of the Environmental Kuznets Curve in Singapore. Asia-Pacific Journal of Accounting & Economics, 25(1-2), 145-162. https://doi.org/10.1080/16081625.2016.1245625
Go to original source...
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