Re-visiting the Environmental Kuznets Curve: Unlocking the Ecological Roles of Environmental Taxes and Geopolitical Risk
Abstract
Environmental sustainability remains a critical challenge for the Organization for Economic Co-operation and Development (OECD), where advanced economic structures coexist with high levels of resource consumption and ecological pressure. This study contributes to the literature by integrating economic growth (GDP), environmental taxes (ETA), Geopolitical Risk (GPR), and technological innovations (TEI) within a unified framework, while emphasizing the novel moderating role of GPR on ecological sustainability, measured by the Load Capacity Factor (LCF). Using a balanced panel dataset of 38 OECD countries over the period 2010-2024, the study employs the two-step System Generalized Method of Moments (System GMM) estimator to address endogeneity and dynamic relationships. The findings reveal that GDP exhibits a nonlinear U-shaped relationship with environmental quality, initially reducing environmental quality and later improving it. ETA and TEI both contribute positively to environmental quality, highlighting the importance of fiscal instruments and innovation-driven transitions in promoting sustainability. GPR also shows a positive direct effect on environmental quality, suggesting that heightened uncertainty may reduce economic and industrial pressures. Importantly, the interaction effects indicate that GPR strengthens the positive impacts of both environmental taxes and technological innovation, amplifying their effectiveness in improving environmental quality within OECD economies. These findings suggest that environmental policies are more effective under higher GPR conditions, implying that policymakers should not weaken environmental commitments during periods of uncertainty.
Keywords:
Economic growth, Environmental taxes, Geopolitical risk, Technological innovations, Environmental sustainabilityReferences
- [1] Esen, Ö., Yıldırım, D. Ç., & Yıldırım, S. (2021). Pollute less or tax more? Asymmetries in the EU environmental taxes–Ecological balance nexus. Environmental impact assessment review, 91, 106662. https://doi.org/10.1016/j.eiar.2021.106662
- [2] Heine, D., & Black, S. (2019). Benefits beyond climate: environmental tax reform. Fiscal policies for development and climate action, 1. https://www.researchgate.net/profile/Dirk-Heine/publication/332135012_Benefits_beyond_Climate_Environmental_Tax_Reform/links/5f21d148299bf13404925aaf/Benefits-beyond-Climate-Environmental-Tax-Reform.pdf
- [3] Alola, A. A., & Nwulu, N. (2022). Do energy-pollution-resource-transport taxes yield double dividend for Nordic economies? Energy, 254, 124275. https://doi.org/10.1016/j.energy.2022.124275
- [4] Awosusi, A. A., Adebayo, T. S., Kirikkaleli, D., & Altuntaş, M. (2022). Role of technological innovation and globalization in BRICS economies: policy towards environmental sustainability. International journal of sustainable development & world ecology, 29(7), 593-610. https://doi.org/10.1080/13504509.2022.2059032
- [5] Caijuan, G., Durani, F., Hamid, A., Syed, Q. R., Keoy, K. H., & Anwar, A. (2026). Navigating the green growth spectrum: Exploring the synergy between geopolitical risk, environmental policy stringency, and green production practices. Energy & environment, 37(2), 826–852. https://doi.org/10.1177/0958305X241248377
- [6] Marhold, A.-A. (2023). Towards a ‘security-centred’energy transition: Balancing the European Union’s ambitions and geopolitical realities. Journal of international economic law, 26(4), 756–769. https://doi.org/10.1093/jiel/jgad043
- [7] Alsagr, N., & Van Hemmen, S. (2021). The impact of financial development and geopolitical risk on renewable energy consumption: evidence from emerging markets. Environmental science and pollution research, 28(20), 25906–25919. https://doi.org/10.1007/s11356-021-12447-2
- [8] Chu, L. K., Doğan, B., Ghosh, S., & Shahbaz, M. (2023). The influence of shadow economy, environmental policies and geopolitical risk on renewable energy: A comparison of high-and middle-income countries. Journal of environmental management, 342, 118122. https://doi.org/10.1016/j.jenvman.2023.118122
- [9] Khan, A., Sun, C., Xu, Z., & Liu, Y. (2023). Geopolitical risk, economic uncertainty, and militarization: Significant agents of energy consumption and environmental quality. Environmental impact assessment review, 102, 107166. https://doi.org/10.1016/j.eiar.2023.107166
- [10] Bakhsh, S., Zhang, W., Ali, K., & Anas, M. (2024). Energy transition and environmental stability prospects for OECD economies: The prominence role of environmental governance, and economic complexity: Does the geopolitical risk matter? Journal of environmental management, 354, 120358. https://doi.org/10.1016/j.jenvman.2024.120358
- [11] Usman, M., & Hammar, N. (2021). Dynamic relationship between technological innovations, financial development, renewable energy, and ecological footprint: fresh insights based on the STIRPAT model for Asia Pacific Economic Cooperation countries. Environmental science and pollution research, 28(12), 15519–15536. https://doi.org/10.1007/s11356-020-11640-z
- [12] Bozatli, O., & Akca, H. (2023). The effects of environmental taxes, renewable energy consumption and environmental technology on the ecological footprint: Evidence from advanced panel data analysis. Journal of environmental management, 345, 118857. https://doi.org/10.1016/j.jenvman.2023.118857
- [13] Anu, Singh, A. K., Raza, S. A., Nakonieczny, J., & Shahzad, U. (2023). Role of financial inclusion, green innovation, and energy efficiency for environmental performance? Evidence from developed and emerging economies in the lens of sustainable development. Structural change and economic dynamics, 64, 213–224. https://doi.org 10.1016/j.strueco.2022.12.008
- [14] Afshan, S., Ozturk, I., & Yaqoob, T. (2022). Facilitating renewable energy transition, ecological innovations and stringent environmental policies to improve ecological sustainability: evidence from MM-QR method. Renewable energy, 196, 151–160. https://doi.org/10.1016/j.renene.2022.06.125
- [15] Ahmad, M., & Wu, Y. (2022). Combined role of green productivity growth, economic globalization, and eco-innovation in achieving ecological sustainability for OECD economies. Journal of environmental management, 302, 113980. https://doi.org/10.1016/j.jenvman.2021.113980
- [16] Appiah, M., Li, M., Naeem, M. A., & Karim, S. (2023). Greening the globe: Uncovering the impact of environmental policy, renewable energy, and innovation on ecological footprint. Technological forecasting and social change, 192, 122561. https://doi.org/10.1016/j.jenvman.2021.113980
- [17] Koseoglu, A., Yucel, A. G., & Ulucak, R. (2022). Green innovation and ecological footprint relationship for a sustainable development: Evidence from top 20 green innovator countries. Sustainable development, 30(5), 976–988. https://doi.org/10.1002/sd.2294
- [18] Liao, J., Liu, X., Zhou, X., & Tursunova, N. R. (2023). Analyzing the role of renewable energy transition and industrialization on ecological sustainability: can green innovation matter in OECD countries. Renewable energy, 204, 141–151. https://doi.org/10.1016/j.renene.2022.12.089
- [19] Abdullah, S., & Morley, B. (2014). Environmental taxes and economic growth: Evidence from panel causality tests. Energy economics, 42, 27–33. https://doi.org/10.1016/j.eneco.2013.11.013
- [20] Aydin, M., & Bozatli, O. (2022). Do transport taxes reduce air pollution in the top 10 countries with the highest transport tax revenues? A country-specific panel data analysis. Environmental science and pollution research, 29(36), 54181–54192. https://doi.org/10.1007/s11356-022-19651-8
- [21] Fang, G., Yang, K., Tian, L., & Ma, Y. (2022). Can environmental tax promote renewable energy consumption?—An empirical study from the typical countries along the Belt and Road. Energy, 260, 125193. https://doi.org/10.1016/j.energy.2022.125193
- [22] Caldara, D., & Iacoviello, M. (2022). Measuring geopolitical risk. American economic review, 112(4), 1194–1225. https://www.aeaweb.org/content/file?id=16382
- [23] Aydın, M. (2020). Impacts of environmental taxes on environmental pollution in selected OECD countries: Evidence from causality test with structural breaks. International journal of economics and administrative studies, 28, 137-154.
- [24] Rafique, M. Z., Fareed, Z., Ferraz, D., Ikram, M., & Huang, S. (2022). Exploring the heterogenous impacts of environmental taxes on environmental footprints: an empirical assessment from developed economies. Energy, 238, 121753. https://doi.org/10.1016/j.energy.2021.121753
- [25] Fang, G., Yang, K., Chen, G., & Tian, L. (2023). Environmental protection tax superseded pollution fees, does China effectively abate ecological footprints? Journal of cleaner production, 388, 135846. https://doi.org/10.1016/j.jclepro.2023.135846
- [26] Yavuz, E., & Ergen, E. (2022). Impact of environmental taxes on environmental pollution: an application on selected G20 countries. International journal of public finance, 7(1), 113–136. https://doi.org/10.30927/ijpf.1066728
- [27] Javed, A., Rapposelli, A., Khan, F., & Javed, A. (2023). The impact of green technology innovation, environmental taxes, and renewable energy consumption on ecological footprint in Italy: Fresh evidence from novel dynamic ARDL simulations. Technological forecasting and social change, 191, 122534. https://doi.org/10.1016/j.techfore.2023.122534
- [28] Aydin, M., Degirmenci, T., Gurdal, T., & Yavuz, H. (2023). The role of green innovation in achieving environmental sustainability in European Union countries: Testing the environmental Kuznets curve hypothesis. Gondwana research, 118, 105–116. https://doi.org/10.1016/j.gr.2023.01.013
- [29] Huo, W., Zaman, B. U., Zulfiqar, M., Kocak, E., & Shehzad, K. (2023). How do environmental technologies affect environmental degradation? Analyzing the direct and indirect impact of financial innovations and economic globalization. Environmental technology & innovation, 29, 102973. https://doi.org/10.1016/j.eti.2022.102973
- [30] Syed, Q. R., Bhowmik, R., Adedoyin, F. F., Alola, A. A., & Khalid, N. (2022). Do economic policy uncertainty and geopolitical risk surge CO2 emissions? New insights from panel quantile regression approach. Environmental science and pollution research, 29(19), 27845–27861. https://doi.org/10.1007/s11356-021-17707-9
- [31] Riti, J. S., Shu, Y., & Riti, M. K. J. (2022). Geopolitical risk and environmental degradation in BRICS: Aggregation bias and policy inference. Energy policy, 166, 113010. https://doi.org/10.1016/j.enpol.2022.113010
- [32] Sweidan, O. D. (2023). The effect of geopolitical risk on environmental stress: evidence from a panel analysis. Environmental science and pollution research, 30(10), 25712–25727. https://doi.org/10.1007/s11356-022-23909-6
- [33] Zhao, W., Zhong, R., Sohail, S., Majeed, M. T., & Ullah, S. (2021). Geopolitical risks, energy consumption, and CO2 emissions in BRICS: an asymmetric analysis. Environmental science and pollution research, 28(29), 39668–39679. https://doi.org/10.1007/s11356-021-13505-5
- [34] Hashmi, S. M., Bhowmik, R., Inglesi-Lotz, R., & Syed, Q. R. (2022). Investigating the Environmental Kuznets Curve hypothesis amidst geopolitical risk: Global evidence using bootstrap ARDL approach. Environmental science and pollution research, 29(16), 24049–24062. https://doi.org/10.1007/s11356-021-17488-1
- [35] Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The review of economic studies, 58(2), 277–297. https://doi.org/10.2307/2297968
- [36] Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of econometrics, 87(1), 115–143. https://doi.org/10.1016/S0304-4076(98)00009-8
- [37] Fakher, H. A., Panahi, M., Emami, K., Peykarjou, K., Zeraatkish, S. Y., & others. (2021). New insight into development of environmental-economic model based on a composite environmental quality index: An application of principal components analysis. Journal of decisions and operations research, 6(2), 183–209. https://doi.org/10.22097/eeer.2021.280746.1192
- [38] Fakher, H. A., Panahi, M., Emami, K., Peykarjou, K., & Zeraatkish, S. Y. (2021). New insight into examining the role of financial development in economic growth effect on a composite environmental quality index. Environmental science and pollution research, 28(43), 61096–61114. https://doi.org/10.1007/s11356-021-15047-2
