Keywords
ecological footprint
renewable energy
environmental sustainability
panel smooth transition regression
How to Cite
Abstract
The environmental effects of economic globalization have gained increasing scholarly attention. This study examines the impact of economic globalization on environmental sustainability using two models that incorporate renewable energy consumption and production dynamics. The analysis covers the five top-performing countries in the 2022 Global Green Economy Index along with Türkiye, using annual data from 1976 to 2021. A Panel Smooth Transition Regression model is applied to capture nonlinear interactions. Results indicate a three-regime nonlinear relationship in the consumption model and a two-regime structure in the production model. In both models, economic globalization exerts pressure on environmental sustainability. However, when renewable energy shifts to a high-consumption or high-production regime, this adverse effect diminishes. These findings suggest that renewable energy mitigates the environmental impact of globalization. Additionally, the Dumitrescu-Hurlin panel causality test confirms both the direct and indirect effects of globalization on ecological footprint via renewable energy. The study highlights the critical role of renewable energy in the globalization–environment nexus and offers policy recommendations for achieving sustainability goals.
References
Abbass, K., Amin, N., Khan, F., Begum, H., & Song, H. (2025). Driving sustainability: The nexus of financial development, economic globalization, and renewable energy in fostering a greener future. Energy & Environment, 0(0). https://doi.org/10.1177/0958305X241305374
Adebayo, T. S., Meo, M. S., Eweade, B. S., & Özkan, O. (2024). Analyzing the effects of solar energy innovations, digitalization, and economic globalization on environmental quality in the United States. Clean Technologies and Environmental Policy, 26, 4157–4176. https://doi.org/10.1007/s10098-024-02831-0
Ahmad, M., Shabir, M., Naheed, R., & Shehzad, K. (2022). How do environmental innovations and energy productivity affect the environment? Analyzing the role of economic globalization. International Journal of Environmental Science and Technology, 19, 7527–7538. https://doi.org/10.1007/s13762-021-03620-8
Ahmed, Z., Wang, Z., Mahmood, F., Hafeez, M., & Ali, N. (2019). Does globalization increase the ecological footprint? Empirical evidence from Malaysia. Environmental Science and Pollution Research, 26, 18565–18582. https://doi.org/10.1007/s11356-019-05224-9
Anser, M. K., Usman, M., Godil, D. I., Shabbir, M. S., Sharif, A., Tabash, M. I., & Lopez, L. B. (2021). Does globalization affect the green economy and environment? The relationship between energy consumption, carbon dioxide emissions, and economic growth. Environmental Science and Pollution Research, 28, 51105–51118. https://doi.org/10.1007/s11356-021-14243-4
Audi, M., Poulin, M., Ahmad, K., & Ali, A. (2025). Modeling Disaggregate Globalization to Carbon Emissions in BRICS: A Panel Quantile Regression Analysis. Sustainability, 17(6), 6. https://doi.org/10.3390/su17062638
Bekun, F. V., & Ozturk, I. (2025). Economic globalization and ecological impact in emerging economies in the post-COP21 agreement: A panel econometrics approach. Natural Resources Forum, 49(1), 637–655. https://doi.org/10.1111/1477-8947.12408
Bilgili, F., Ulucak, R., Koçak, E., & İlkay, S. Ç. (2020). Does globalization matter for environmental sustainability? Empirical investigation for Turkey by Markov regime switching models. Environmental Science and Pollution Research, 27, 1087–1100. https://doi.org/10.1007/s11356-019-06996-w
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics. The Review of Economic Studies, 47(1), 239. https://doi.org/10.2307/2297111
Çetin, M., Sarıgül, S. S., Topcu, B. A., Alvarado, R., & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30, 100340–100359. https://doi.org/10.1007/s11356-023-29467-9
Colletaz, G., & Hurlin, C. (2006). Threshold Effects of the Public Capital Productivity: An International Panel Smooth Transition Approach. https://shs.hal.science/halshs-00008056
Copeland, B. R. (2009). Globalization and the environment. In K. Anderson (Ed.), Australia’s Economy in its International Context: The Joseph Fisher Lectures Vol:2 (pp. 575–598). University of Adelaide Press. https://www.jstor.org/stable/10.20851/j.ctt1t304mv
Destek, M. A., & Ozsoy, F. N. (2015). Relationships between economic growth, energy consumption, globalization, urbanization and environmental degradation in Turkey. International Journal of Energy and Statistics, 03(04), 1550017. https://doi.org/10.1142/S2335680415500179
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
Dreher, A., Gaston, N., & Martens, P. (2008). Measuring Globalisation. Springer. http://link.springer.com/10.1007/978-0-387-74069-0
Du, J., Rasool, Y., & Kashif, U. (2025). Asymmetric Impacts of Environmental Policy, Financial, and Trade Globalization on Ecological Footprints: Insights from G9 Industrial Nations. Sustainability, 17(4), 4. https://doi.org/10.3390/su17041568
Dumitrescu, E.-I., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014
Figge, L., Oebels, K., & Offermans, A. (2017). The effects of globalization on Ecological Footprints: An empirical analysis. Environment, Development and Sustainability, 19, 863–876. https://doi.org/10.1007/s10668-016-9769-8
Fouquau, J., Destais, G., & Hurlin, C. (2009). Energy demand models: A threshold panel specification of the ‘Kuznets curve.’ Applied Economics Letters, 16(12), 1241–1244. https://doi.org/10.1080/13504850701367197
Frankel, J. (2003). The Environment and Globalization. National Bureau of Economic Research Working Paper, 10090. https://doi.org/10.3386/w10090
Friedman, T. L. (2005). The world is flat: A brief history of the twenty-first century (pp. viii, 488). Farrar, Straus and Giroux.
González, A., Teräsvirta, T., & Dijk, D. van. (2005). Panel smooth transition regression models.
Granger, C. W. J. (1969). Investigating Causal Relations by Econometric Models and Cross-spectral Methods. Econometrica, 37(3), 424–438. https://doi.org/10.2307/1912791
Hansen, B. E. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93(2), 345–368. https://doi.org/10.1016/S0304-4076(99)00025-1
Haseeb, A., Xia, E., Danish, Baloch, M. A., & Abbas, K. (2018). Financial development, globalization, and CO2 emission in the presence of EKC: Evidence from BRICS countries. Environmental Science and Pollution Research, 25, 31283–31296. https://doi.org/10.1007/s11356-018-3034-7
Held, D., & McGrew, A. (2007). Globalization / Anti-Globalization: Beyond the Great Divide. Polity.
Held, D., McGrew, A., Goldblatt, D., & Perraton, J. (2000). Global Transformations: Politics, Economics and Culture. In C. Pierson & S. Tormey (Eds.), Politics at the Edge: The PSA Yearbook 1999 (pp. 14–28). Palgrave Macmillan UK. https://doi.org/10.1057/9780333981689_2
Hsiao, C. (2003). Analysis of Panel Data (2nd ed.). Cambridge University Press. https://doi.org/10.1017/CBO9780511754203
Idroes, G. M., Rahman, H., Uddin, I., Hardi, I., & Falcone, P. M. (2024). Towards Sustainable Environment in North African Countries: The Role of Military Expenditure, Renewable Energy, Tourism, Manufacture, and Globalization on Environmental Degradation. Journal of Environmental Management, 368, 122077. https://doi.org/10.1016/j.jenvman.2024.122077
Karaduman, C. (2022). The effects of economic globalization and productivity on environmental quality: Evidence from newly industrialized countries. Environmental Science and Pollution Research, 29, 639–652. https://doi.org/10.1007/s11356-021-15717-1
Lawal, G. O., Aladenika, B., Akadiri, A., Fatigun, A. S., & Olanrewaju, V. O. (2023). Geopolitical Risk, Globalization and Environmental Degradation in South Africa: Evidence from Advanced Quantiles Approach. Problemy Ekorozwoju, 18(1), 207–215. https://doi.org/10.35784/pe.2023.1.22
Leitão, N. C. (2013). The Environmental Kuznets Curve and Globalization: The Empirical Evidence for Portugal, Spain, Greece and Ireland. Energy Economics Letters, 1(1), 15–23. https://archive.aessweb.com/index.php/5049/article/view/148
Leitão, N. C. (2014). Economic Growth, Carbon Dioxide Emissions, Renewable Energy and Globalization. International Journal of Energy Economics and Policy, 4(3), 3. https://dergipark.org.tr/en/pub/ijeeep/issue/31910/350817
Lu, R., Yang, Y., Liu, J., & Ayub, A. (2024). Exploring the impact of financial globalization, good governance and renewable energy consumption on environmental pollution: Evidence from BRICS-T countries. Heliyon, 10(13), e33398. https://doi.org/10.1016/j.heliyon.2024.e33398
Lu, W. C., & Wang, K. H. (2024). Effects of economic globalization, environment-related technology innovation, and industrial structure change on the ecological footprint of top 10 Asian technological innovation countries. Journal of Environmental Studies and Sciences, 14, 789–802. https://doi.org/10.1007/s13412-024-00899-0
Lv, Z., & Xu, T. (2018). Is economic globalization good or bad for the environmental quality? New evidence from dynamic heterogeneous panel models. Technological Forecasting and Social Change, 137, 340–343. https://doi.org/10.1016/j.techfore.2018.08.004
Okere, K. I., Dimnwobi, S. K., & Fasanya, I. O. (2024). Do fintech, natural resources and globalization matter during ecological crises? A step towards ecological sustainability. Journal of Open Innovation: Technology, Market, and Complexity, 10(3), 100371. https://doi.org/10.1016/j.joitmc.2024.100371
Pata, U. K. (2021). Linking renewable energy, globalization, agriculture, CO2 emissions and ecological footprint in BRIC countries: A sustainability perspective. Renewable Energy, 173, 197–208. https://doi.org/10.1016/j.renene.2021.03.125
Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics, 22(2), 265–312. https://ideas.repec.org//a/jae/japmet/v22y2007i2p265-312.html
Pesaran, M. H., & Yamagata, T. (2008). Testing slope homogeneity in large panels. Journal of Econometrics, 142(1), 50–93. https://doi.org/10.1016/j.jeconom.2007.05.010
Phong, L. H. (2019). Globalization, Financial Development, and Environmental Degradation in the Presence of Environmental Kuznets Curve: Evidence from ASEAN-5 Countries. International Journal of Energy Economics and Policy, 9(2), 2. https://www.econjournals.com/index.php/ijeep/article/view/7290
Phong, L. H., Van, D. T. B., & Bao, H. H. G. (2018). The Role of Globalization on CO2 Emission in Vietnam Incorporating Industrialization, Urbanization, GDP per Capita and Energy Use. International Journal of Energy Economics and Policy, 8(6), 6. https://www.econjournals.com/index.php/ijeep/article/view/7065
Rudolph, A., & Figge, L. (2017). Determinants of Ecological Footprints: What is the role of globalization? Ecological Indicators, 81, 348–361. https://doi.org/10.1016/j.ecolind.2017.04.060
Scholte, J. A. (2000). Globalization: A Critical Introduction. St. Martin’s Press.
Shabbir Alam, M., Duraisamy, P., Bakkar Siddik, A., Murshed, M., Mahmood, H., Palanisamy, M., & Kirikkaleli, D. (2023). The impacts of globalization, renewable energy, and agriculture on CO2 emissions in India: Contextual evidence using a novel composite carbon emission-related atmospheric quality index. Gondwana Research, 119, 384–401. https://doi.org/10.1016/j.gr.2023.04.005
Shabir, M. (2024). Does Financial Inclusion Promote Environmental Sustainability: Analyzing the Role of Technological Innovation and Economic Globalization. Journal of the Knowledge Economy, 15, 19–46. https://doi.org/10.1007/s13132-022-01035-5
Shahbaz, M., Shahzad, S. J. H., Mahalik, M. K., & Hammoudeh, S. (2018). Does Globalisation Worsen Environmental Quality in Developed Economies? Environmental Modeling & Assessment, 23, 141–156. https://doi.org/10.1007/s10666-017-9574-2
Sharif, A., Afshan, S., & Qureshi, M. A. (2019). Idolization and ramification between globalization and ecological footprints: Evidence from quantile-on-quantile approach. Environmental Science and Pollution Research, 26, 11191–11211. https://doi.org/10.1007/s11356-019-04351-7
Sibt-e-Ali, M., Xiqiang, X., Javed, K., Javaid, M. Q., & Vasa, L. (2024). Greening the future: assessing the influence of technological innovation, energy transition and financial globalization on ecological footprint in selected emerging countries. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-024-05076-5
Suki, N. M., Sharif, A., Afshan, S., & Suki, N. M. (2020). Revisiting the Environmental Kuznets Curve in Malaysia: The role of globalization in sustainable environment. Journal of Cleaner Production, 264, 121669. https://doi.org/10.1016/j.jclepro.2020.121669
Villanthenkodath, M. A., & Pal, S. (2023). How economic globalization affects the ecological footprint in India? A novel dynamic ARDL simulations. Journal of Economic and Administrative Sciences, 41(2), 680-700. https://doi.org/10.1108/JEAS-01-2022-0005
Wang, Q.-J., Geng, Y., & Xia, X.-Q. (2021). Revisited Globalization’s Impact on Total Environment: Evidence Based on Overall Environmental Performance Index. International Journal of Environmental Research and Public Health, 18(21), 21. https://doi.org/10.3390/ijerph182111419
Wang, X., Sun, X., Ahmad, M., & Chen, J. (2024). Energy transition, ecological governance, globalization, and environmental sustainability: Insights from the top ten emitting countries. Energy, 292, 130551. https://doi.org/10.1016/j.energy.2024.130551
Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data. The MIT Press. https://www.jstor.org/stable/j.ctt5hhcfr
World Trade Organization. (2025, March 2). Evolution of trade under the WTO: handy statistics. https://www.wto.org/english/res_e/statis_e/trade_evolution_e/evolution_trade_wto_e.htm
Ximei, K., Javaid, M. Q., Shams, T., & Sibt‐e‐Ali, M. (2025). Information and communication technology, economic globalization, and environmental sustainability in APEC nations: Insights from LCC and EKC hypotheses testing. Sustainable Development, 33(1), 878–903. https://ideas.repec.org//a/wly/sustdv/v33y2025i1p878-903.html
Xu, Z., Baloch, M. A., Danish, Meng, F., Zhang, J., & Mahmood, Z. (2018). Nexus between financial development and CO2 emissions in Saudi Arabia: Analyzing the role of globalization. Environmental Science and Pollution Research, 25, 28378–28390. https://doi.org/10.1007/s11356-018-2876-3
You, W., & Lv, Z. (2018). Spillover effects of economic globalization on CO2 emissions: A spatial panel approach. Energy Economics, 73, 248–257. https://doi.org/10.1016/j.eneco.2018.05.016
Zhang, S., & Liu, X. (2024). Nonlinear analysis of tertiary industry on trade globalization-environment nexus in Yellow River Basin in China: evidence from panel smooth transition regression. Applied Economics, 57(20), 2517–2532. https://doi.org/10.1080/00036846.2024.2326040
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