Examining the growth-environment nexus in OECD countries in relation to factors that shape sustainable outcomes
The study aims to empirically examine the dynamic linkages among financial development, foreign direct investment (FDI) inflows, economic growth, economic complexity, energy innovation, urbanization, renewable energy consumption, and environmental degradation across 37 Organization of Economic Cooperation and Development (OECD) economies from 1990 to 2024. The pooled mean group–autoregressive distributed lag approach measures long-run homogeneity while allowing short-run heterogeneity. The empirical estimates highlight the need for OECD countries to improve environmental performance across key sectors, such as finance and urbanization. This will help mitigate degradation through eco-friendly technologies. In the short run, however, urban activities and FDI fail to meet environmental standards. Thus, OECD economies need to reduce degradation, protect biodiversity, and use resources efficiently. The study makes a significant contribution to the literature by examining key financial, economic, and environmental factors for OECD countries.
- Villanthenkodath MA, Ansari MA, Balsalobre-Lorente D, Satrovic E. The Comprehensive Impact of Economic Growth on Environmental Quality: Insight established on material, carbon, and ecological footprint. Oper Res Forum. 2024;5(3). doi: 10.1007/s43069-024-00355-3
- Zhou J, Kafeel K, Khan S, Zhang S, Suplata M. Will reducing the service trade barrier improve environmental performance in OECD countries? Environ Dev Sustain. 2025. doi: 10.1007/s10668-025-06054-1
- Askari M, Parsa N. A techno-economic analysis of the interconnectedness between energy resources, climate change, and sustainable development. arXiv. Preprint posted online 2024. doi: 10.48550/arXiv.2412.12235
- Chaturvedi S, Thomas S, Thomas WS, Tiwari V, Javeed S. The economics of sustainable development: challenges and solutions. Educ Adm Theory Pract. 2024;30(5):9061-9067. doi: 10.53555/kuey.v30i5.4497
- OECD. Improving resource efficiency and the circularity of economies for a greener world. OECD Environ Policy Pap. 2020. doi: 10.1787/1b38a38f-en
- Sadiq M, El Fadel M, Mezher T, Mayyas A. Interconnectedness of economic growth and environmental sustainability: challenges and strategies. Energy Sustain Soc. 2025;15(1):43. doi: 10.1186/s13705-025-00543-x
- Młodzianowski P, Hernandez JAV. Evaluation of cluster management quality based on consumer Opinion Sentiment analysis. Found Manag. 2021;13(1):219-228. doi: 10.2478/fman-2021-0017
- Zafar MW, Saud S, Hou F. The impact of globalization and financial development on environmental quality: evidence from selected countries in the Organization for Economic Co-operation and Development (OECD). Environ Sci Pollut Res. 2019;26(13):13246-13262. doi: 10.1007/s11356-019-04761-7
- Golpîra H, Sadeghi H, Magazzino C. The impact of economic growth, population, and energy consumption on environmental degradation: Evidence from OECD countries. Res Sq. Preprint posted online 2023. doi: 10.21203/rs.3.rs-2439476/v1
- Ma X, Ben-Salha O, Choukaier D. Beyond economic growth: the synergistic effects of globalization, environmental policies, and the triple green strategy on environmental sustainability in OECD countries. Front Environ Sci. 2025;13. doi: 10.3389/fenvs.2025.1649166
- Sahu M, Prusty T, Alahdal WM, Ariff AM, Almaqtari FA. The role of education in moderating the impact of development on environmental sustainability in OECD countries. Res Sq. Preprint posted online 2024. doi: 10.21203/rs.3.rs-4658841/v1
- Wang X, Chai Y, Wu W, Khurshid A. The empirical analysis of environmental regulation’s spatial spillover effects on green technology innovation in China. Int J Environ Res Public Health. 2023;20(2):1069. doi: 10.3390/ijerph20021069
- Joubert N, Anand J, Mäki-Opas T. Migration as a Challenge to the Sustainability of Nordic Gender Equality Policies as Highlighted through the Lived Experiences of Eritrean Mothers Living in Denmark. Sustainability. 2020;12(23):10072. doi: 10.3390/su122310072
- Kor S, Qamruzzaman Md. Decoding the environmental synergy in BRI nations: Analyzing the influence of renewable energy adoption, financial evolution, FDI, and capital resilience on sustainability. Int J Energy Econ Policy. 2024;14(3):582-599. doi: 10.32479/ijeep.15955
- Boudiaf H. Renewable Energy, Environment and GDP in High-Income Countries: Evidence from Europe. Econ Bus. 2023;37(1):119-134. doi: 10.2478/eb-2023-0008
- Ma R, Abid N, Yang S, Ahmad F. From crisis to resilience: strengthening climate action in OECD countries through environmental policy and energy transition. Environ Sci Pollut Res. 2023;30(54):115480-115495. doi: 10.1007/s11356-023-29970-z
- Han J, Gao H. Green Finance, Social Inclusion, and Sustainable Economic Growth in OECD Member Countries. Humanit Soc Sci Commun. 2024;11(1). doi: 10.1057/s41599-024-02662-w
- Fakher HA, Ahmed Z. Does Financial Development Moderate the link between technological innovation and environmental indicators? An advanced panel analysis. Financ Innov. 2023;9(1). doi: 10.1186/s40854-023-00513-2
- OECD. Waste management and the circular economy in selected OECD countries. Paris, France: OECD Publishing; 2019. doi: 10.1787/9789264309395-en
- Wang CN, Nguyen TTT, Dang TT, Hsu HP. Article exploring economic and environmental efficiency in renewable energy utilization: A case study in the organization for economic cooperation and development countries. Res Sq. Preprint posted online 2023. doi: 10.21203/rs.3.rs-2349059/v1
- Ișik C, Ahmad M, Pata UK, et al. An Evaluation of the Tourism-Induced Environmental Kuznets Curve (T-EKC) Hypothesis: Evidence from G7 Countries. Sustainability. 2020;12(21):9150. doi: 10.3390/su12219150
- Majeed MT, Mazhar M, Samreen I, Tauqir A. Economic complexities and environmental degradation: evidence from OECD countries. Environ Dev Sustain. 2021;24(4):5846- 5866. doi: 10.1007/s10668-021-01687-4
- Nam K, Lee S, Jeon H. Nonlinearity between CO2 Emission and Economic Development: Evidence from a Functional Coefficient Panel Approach. Sustainability. 2020;12(24):10258. doi: 10.3390/su122410258
- Olubusoye OE, Musa D. Carbon Emissions and Economic Growth in Africa: Are They Related? Cogent Econ Financ. 2020;8(1):1850400. doi: 10.1080/23322039.2020.1850400
- Hacıimamoğlu T, Sungur O. How Do Economic Growth, Renewable Energy Consumption, and Political Stability Affect Environmental Sustainability in the United States? Insights from a Modified Ecological Footprint Model. J Knowl Econ. 2024;15(4):20649-20676. doi: 10.1007/s13132-024-01953-6
- Dogan E, Seker F. An investigation on the determinants of carbon emissions for OECD countries: empirical evidence from panel models robust to heterogeneity and cross-sectional dependence. Environ Sci Pollut Res. 2016;23(14):14646-14655. doi: 10.1007/s11356-016-6632-2
- Martins JM, Adebayo TS, Mata MN, et al. Modeling the relationship between economic complexity and environmental degradation: Evidence from Top seven economic complexity countries. Front Environ Sci. 2021;9. doi: 10.3389/fenvs.2021.744781
- Satrovic E, Adedoyin FF. An empirical assessment of electricity consumption and environmental degradation in the presence of economic complexities. Environ Sci Pollut Res. 2022;29(52):78330-78344. doi: 10.1007/s11356-022-21099-9
- Tudor C, Sova R. On the Impact of GDP per Capita, Carbon Intensity and Innovation for Renewable Energy Consumption: Worldwide Evidence. Energies. 2021;14(19):6254. doi: 10.3390/en14196254
- Adebayo TS, Kartal MT, Ağa M, Al-Faryan MAS. Role of country risks and renewable energy consumption on environmental quality: Evidence from MINT countries. J Environ Manag. 2022;327:116884. doi: 10.1016/j.jenvman.2022.116884
- Pata UK, Samour A. Assessing the role of the insurance market and renewable energy in the load capacity factor of OECD countries. Environ Sci Pollut Res. 2023;30(16):48604- 48616. doi: 10.1007/s11356-023-25747-6
- Balsalobre-Lorente D, Nur T, Topaloglu EE, Evcimen C. Assessing the impact of the economic complexity on the ecological footprint in G7 countries: Fresh evidence under human development and energy innovation processes. Gondwana Res. 2023;127:226-245. doi: 10.1016/j.gr.2023.03.017
- Shi S, Smith L. Decoupling growth from degradation: a CS-ARDL and MMQR panel analysis of ecological footprints and sustainable economic growth. Front Environ Sci. 2025;13. doi: 10.3389/fenvs.2025.1604011
- Bajja S, Radoine H, Celik A, Dakyaga F, Damrah S. Human capital and manufacturing activities under environmentally-driven urbanization in the MENA region. Front Environ Sci. 2024;11. doi: 10.3389/fenvs.2023.1322789
- Ponce P, Álvarez-García J, Álvarez V, Irfan M. Analysing the influence of foreign direct investment and urbanization on the development of private financial system and its ecological footprint. Environ Sci Pollut Res. 2022;30(4):9624- 9641. doi: 10.1007/s11356-022-22772-9
- Mostafa MGA. The Impact of Energy Subsidy Reform on Economic Growth in Egypt over the Period From 2013 TO 2020. Int J Energy Econ Policy. 2021;11(4):31-42. doi: 10.32479/ijeep.11210
- Alnour M. Do innovation in Environmental-Related technologies and renewable energies mitigate the Transport- Based CO2 emissions in Turkey? Front Environ Sci. 2022;10. doi: 10.3389/fenvs.2022.902562
- Zaekhan Z, Nachrowi ND, Lubis AF, Soetjipto W, Rosita T, Widharosa N. Decomposition of Energy Consumption and Decoupling Analysis in The Indonesian Industry: An Analysis Of Green Industry. Int J Energy Econ Policy. 2019;9(5):281-288. doi: 10.32479/ijeep.8027
- Javed A, Subhani BH, Javed A, Rapposelli A. Accessing the efficacy of green growth, energy efficiency, and green innovation for environmental performance in top manufacturing nations in the framework of sustainable development. Qual Quant. 2024;58(6):5829-5863. doi: 10.1007/s11135-024-01918-6
- Acheampong AO, Opoku EEO. Environmental degradation and economic growth: Investigating linkages and potential pathways. Energy Econ. 2023;123:106734. doi: 10.1016/j.eneco.2023.106734
- Žarković V, Gligorić D, Žarković N. Foreign Direct Investment and Economic Growth of The Central and Southeast European Countries. Acta Econ. 2017;15(27):27- 57. doi: 10.7251/ace1727027z
- Chen L, Wang D, Shi R. Can China’s carbon emissions trading system achieve the synergistic effect of carbon reduction and pollution control? Int J Environ Res Public Health. 2022;19(15):8932. doi: 10.3390/ijerph19158932
- Rodrigo WPS, Randika P a. DD. Impact of economic uncertainty on foreign direct investment inflows of Sri Lanka. Eur J Bus Manag Res. 2022;7(1):213-218. doi: 10.24018/ejbmr.2022.7.1.1269
- Qamruzzaman Md. Nexus between environmental qualities, institutional quality and FDI inflows in Lower-income Countries. World J Adv Res Rev. 2023;18(3):321-345. doi: 10.30574/wjarr.2023.18.3.1045
- Pesaran MH, Shin Y, Smith RP. Pooled mean group estimation of dynamic heterogeneous panels. J Am Stat Assoc. 1999;94(446):621-634. doi: 10.1080/01621459.1999.10474156
- Shafiq MN, Zafar MA. Unraveling the Dynamics of BRICS: A comprehensive analysis of CO2 emissions, energy consumption, and technological innovation. Irasd J Energy Environ. 2023;4(2):91-100. doi: 10.52131/jee.2023.0402.0038
- Pesaran MH. Testing weak Cross-Sectional dependence in large panels. Econom Rev. 2014;34(6-10):1089-1117. doi: 10.1080/07474938.2014.956623
- Osinubi TT. Does Economic Complexity Influence Carbon Emissions? Evidence from Next Eleven Countries. Econ Cult. 2024;21(1):64-76. doi: 10.2478/jec-2024-0005
- Wang S, Li C. The impact of urbanization on CO2 emissions in China: an empirical study using 1980–2014 provincial data. Environ Sci Pollut Res. 2017;25(3):2457-2465.doi: 10.1007/s11356-017-0662-2
- OECD. The economic consequences of climate change.; 2015. doi: 10.1787/9789264235410-en
- Chu H, Huang Z, Zhang Z, Yan X, Qiu B, Xu N. Integration of carbon emission reduction policies and technologies: Research progress on carbon capture, utilization and storage technologies. Sep Purif Technol. 2024;343:127153. doi: 10.1016/j.seppur.2024.127153
- Labzovskii LD, Mak HWL, Kenea ST, et al. What can we learn about effectiveness of carbon reduction policies from interannual variability of fossil fuel CO2 emissions in East Asia? Environ Sci Policy 2019;96:132-140. doi: 10.1016/j.envsci.2019.03.011
- Döbbeling-Hildebrandt N, Miersch K, Khanna TM, et al. Systematic review and meta-analysis of ex-post evaluations on the effectiveness of carbon pricing. Nat Commun. 2024;15(1):4147. doi: 10.1038/s41467-024-48512-w
- Băncescu M, Georgescu I. Panel Cointegration and Causality among Socioeconomic Indicators in CEE Regions: Insights for Regional Economic Resilience and Sustainable Development. Sustainability. 2025;17(22):9947. doi: 10.3390/su17229947
- Bera AK, Doğan O, Taşpınar S, Leiluo Y. Robust LM tests for spatial dynamic panel data models. Reg Sci Urban Econ. 2018;76:47-66. doi: 10.1016/j.regsciurbeco.2018.08.001
- Zeng C, Lin C, Liang Y, et al. Unraveling the Complex Relationship between Urbanization and Landscape Ecological Risk: Insights from Chinese Cities. Ecosyst Health Sustain. 2025;11. doi: 10.34133/ehs.0448
- Hamrouni D. Mitigating Trade-Related CO2 emissions: The role of renewable energy, environmental technologies, and policy stringency in BRICS Countries: a PMG-ARDL analysis. Int J Energy Econ Policy 2025;15(4):214-226. doi: 10.32479/ijeep.19479
- Alam MQ, Hashmi NI, Agarwal J. Does Trade Openness Mitigate Environmental Degradation in BRICS Countries? An Empirical Analysis from PMG-ARDL and Panel DOLS Model Technique. Int J Energy Econ Policy. 2024;15(1):541- 551. doi: 10.32479/ijeep.17999
