Green Growth, Green Technological Innovation, and Environmental Sustainability: Evidence from BRICS Economies
Abstract
This study investigates the effects of green growth (GG) and green technological innovation (GTI) on environmental degradation, measured by per-capita CO₂ emissions (LED), across the BRICS economies (Brazil, Russia, India, China, and South Africa) over the period 1990–2023. Motivated by the urgent need to balance fast-paced economic development with sustainable ecology in high-growth emerging economies, presents three key innovations: (i) the analysis of GG and GTI is conducted concurrently with the EKC dynamics in the context of the integrated PMG-ARDL approach; (ii) a newer dataset (1990–2023) compared to previous studies focusing on BRICS countries; and (iii) cross-sectional dependence tests and model robustness verification through Panel DOLS and FMOLS. Unit root testing shows mixed order of integration between I(0) and I(1), which fulfills PMG-ARDL requirements, while Kao residual co-integration test confirms the existence of long-term equilibrium among variables. The long-run estimation results show that GG and GTI have a significant impact on lowering CO₂ emissions by 0.38% and 0.65% per unit increase, respectively, which supports the Porter Hypothesis and decoupling paradigm. FDI also has a significant impact on lowering emissions (0.32%), which aligns with the Pollution Halo Hypothesis. Contrarily, fossil fuel use and population expansion contribute to worsening environmental quality. More importantly, the significant positive value of GDP and the negative value of GDP² validate the EKC hypothesis in BRICS.The error-correction term (−0.680) indicates that 68% of short-run deviations are corrected per period. Granger-causality tests reveal unidirectional causality from GG and GTI to LED, and bidirectional causality among GDP, FDI, fossil fuels, population growth, and LED. These findings advocate for coordinated policy frameworks that prioritise green technology investment, renewable energy transition, and carbon pricing across BRICS member states to attain Sustainable Development.
Keywords: green growth; green technological innovation; environmental degradation; PMG-ARDL; environmental kuznets curve; BRICS; decoupling.
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AHMAD, F., DRAZ, M. U., OZTURK, I., SU, L., RAUF, A. Looking for asymmetries and nonlinearities: the nexus between renewable energy and environmental degradation in the Northwestern provinces of China. Journal of Cleaner Production, 2020, 266: 121714. https://doi.org/10.1016/j.jclepro.2020.121714
AKHTAR, R. Extreme weather events and human health: International case studies. Springer, 2020. https://doi.org/10.1007/978-3-030-23773-8
ALI, M., UL ABIDIN, R. Z., QAMMAR, R., HOURANI, A. M., AHMAD, M. S., & ABBAS, Q. Financial development, natural resources, and green technologies in the U.S.: A wavelet coherence and frequency-domain causality analysis. Energy and Environment, 2025. https://doi.org/10.1177/0958305X251403033
AYDIN, M., KOC, P., SAHPAZ, K. I. Investigating the EKC hypothesis with nanotechnology, renewable energy consumption, economic growth and ecological footprint in G7 countries: panel data analyses with structural breaks. Energy Sources, Part B: Economics, Planning and Policy, 2023, 18(1): 2163724. https://hdl.handle.net/20.500.12440/5573
ALSHEHADEH, A. R., AL-ZAQEBA, M., QTAISHAT, A., AL-KHAWAJA, H., & AL-WREIKAT, E. Digitalization and sustainable development goals: Enhancing electronic financial reports quality in banking. Data and Metadata, 2025, 4(1). https://doi.org/10.56294/dm2025734
ABDULLAH KHAN, M., UL ABIDIN, R. Z., QAMMAR, R., & HORANI, O. M. Understanding environmental sustainability: How green tech, renewable energy, and regulatory quality are tackling carbon emissions in developing economies. Energy and Environment.2025. https://doi.org/10.1177/0958305X251393645
BASHIR, M. F., BASHIR, M. A., RAZA, S. A., BILAN, Y., VASA, L. Linking gold prices, fossil fuel costs and energy consumption to assess progress towards sustainable development goals in newly industrialised countries. Geoscience Frontiers, 2024, 15: 101755. https://doi.org/10.1016/j.gsf.2023.101755
BEER, T., LI, J., ALVERSON, K. Global Change and Future Earth: The Geoscience Perspective. Cambridge University Press, 2018. https://doi.org/10.1017/9781316761489
CHIEN, F., SADIQ, M., NAWAZ, M. A., HUSSAIN, M. S., TRAN, T. D., LE THANH, T. A step toward reducing air pollution in top Asian economies: the role of green energy, eco-innovation, and environmental taxes. Journal of Environmental Management, 2021, 297: 113420. https://doi.org/10.1016/j.jenvman.2021.113420
DASGUPTA, S. P. The Economics of Biodiversity: The Dasgupta Review Abridged Version. HM Treasury, 2021. https://www.gov.uk/government/publications/final-report-the-economics-of-biodiversity-the-dasgupta-review
DERNBACH, J. C., MINTZ, J. A. Environmental laws and sustainability: an introduction. Sustainability, 2011, 3(5): 531–540. https://doi.org/10.3390/su3050531
DIRMA, V., NEVERAUSKIENĖ, L., TVARONAVIČIENĖ, M., DANILEVIČIENĖ, I., TAMOŠIŪNIENĖ, R. The impact of renewable energy development on economic growth. Energies, 2024, 17(24): 6328. https://doi.org/10.3390/en17246328
DŹWIGOŁ, H., KWILIŃSKI, A., LYULYOV, O., PIMONENKO, T. The role of environmental regulations, renewable energy, and energy efficiency in finding the path to green economic growth. Energies, 2023, 16(7): 3090. https://doi.org/10.3390/en16073090
FERNANDES, C., VEIGA, P., FERREIRA, J., HUGHES, M. Green growth versus economic growth: do sustainable technology transfer and innovations lead to an imperfect choice? Business Strategy and the Environment, 2021, 30(4): 2021–2037. https://doi.org/10.1002/BSE.2730
GIDDINGS, B., HOPWOOD, B., O'BRIEN, G. Environment, economy and society: fitting them together into sustainable development. Sustainable Development, 2002, 10(4): 187–196. https://doi.org/10.1002/sd.199
GRANGER, C. W. J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 1969, 37(3): 424–438. https://doi.org/10.2307/1912791
GROSSMAN, G. M., KRUEGER, A. B. Economic growth and the environment. Quarterly Journal of Economics, 1995, 110(2): 353–377. https://doi.org/10.2307/2118443
GU, J., RENWICK, N., XUE, L. The BRICS and Africa's search for green growth, clean energy and sustainable development. Energy Policy, 2018, 120: 675–683. https://doi.org/10.1016/j.enpol.2018.05.028
GUO, J., ZHOU, Y., ALI, S., SHAHZAD, U., CUI, L. Exploring the role of green innovation and investment in energy for environmental quality: an empirical appraisal from provincial data of China. Journal of Environmental Management, 2021, 292: 112779. https://doi.org/10.1016/j.jenvman.2021.112779
HAO, L.-N., UMAR, M., KHAN, Z., ALI, W. Green growth and low carbon emission in G7 countries: how critical the network of environmental taxes, renewable energy and human capital is? Science of the Total Environment, 2021, 752: 141853. https://doi.org/10.1016/j.scitotenv.2020.141853
IBRAHIM, R., AL-MULALI, U., OZTURK, I., BELLO, A., RAIMI, L. On the criticality of renewable energy to sustainable development: do green financial development, technological innovation, and economic complexity matter for China? Renewable Energy, 2022, 199: 262–277. https://doi.org/10.1016/j.renene.2022.08.101
JACKSON, T. Prosperity Without Growth: Economics for a Finite Planet. Routledge, 2009. https://doi.org/10.4324/9781849774338
JÄNICKE, M. 'Green growth': from a growing eco-industry to economic sustainability. Energy Policy, 2012, 48: 13–21. https://doi.org/10.1016/j.enpol.2012.04.045
KWILIŃSKI, A., LYULYOV, O., PIMONENKO, T. Greenfield investment as a catalyst of green economic growth. Energies, 2023, 16(5): 2372. https://doi.org/10.3390/en16052372
LI, Z., DONG, H., HUANG, Z., FAILLER, P. Impact of foreign direct investment on environmental performance. Sustainability, 2019, 11(13): 3538. https://doi.org/10.3390/su11133538
LIN, B., ZHU, J. Determinants of renewable energy technological innovation in China under CO₂ emissions constraint. Journal of Environmental Management, 2019, 247: 662–671. https://doi.org/10.1016/j.jenvman.2019.06.082
MÄKITIE, T., HANSON, J., DAMMAN, S., WARDEBERG, M. Digital innovation's contribution to sustainability transitions. Technology in Society, 2023, 73: 102255. https://doi.org/10.1016/j.techsoc.2023.102255
MANSOUR, A., AL-AHMED, H., SHAJRAWI, A., ALSHAKETHEEP, K., ALSHURIDEH, M., & DEEB, A. The role of sustainable supply chain management as a solution to the carbon footprint problem of the global logistics. An-Najah University Journal for Research - B (Humanities), 2025, 39(3), 213–222. https://doi.org/10.35552/0247.39.3.2369
NARAYAN, P. K. The saving and investment nexus for China: evidence from cointegration tests. Applied Economics, 2005, 37(17): 1979–1990. https://doi.org/10.1080/00036840500278103
OBOBISA, E. S., CHEN, H., MENSAH, I. A. The impact of green technological innovation and institutional quality on CO₂ emissions in African countries. Technological Forecasting and Social Change, 2022, 180: 121670. https://doi.org/10.1016/j.techfore.2022.121670
OECD. Towards Green Growth. OECD Publishing, 2011. https://doi.org/10.1787/9789264111318-en
PEI, Y., ZHU, Y., LIU, S., WANG, X., CAO, J. Environmental regulation and carbon emission: the mediation effect of technical efficiency. Journal of Cleaner Production, 2019, 236: 117599. https://doi.org/10.1016/j.jclepro.2019.117599
PESARAN, M. H., SHIN, Y., SMITH, R. P. Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American Statistical Association, 1999, 94(446): 621–634. https://doi.org/10.1080/01621459.1999.10474156
PORTER, M. E., VAN DER LINDE, C. Toward a new conception of the environment-competitiveness relationship. Journal of Economic Perspectives, 1995, 9(4): 97–118. https://doi.org/10.1257/jep.9.4.97
SAQIB, N., USMAN, M., OZTURK, I., SHARIF, A. Harnessing the synergistic impacts of environmental innovations, financial development, green growth, and ecological footprint. Energy Policy, 2024, 186: 113863. https://doi.org/10.1016/j.enpol.2023.113863
WIEBE, K. S., YAMANO, N. Estimating CO₂ emissions embodied in final demand and trade using the OECD ICIO 2015: methodology and results. OECD Science, Technology and Industry Working Papers, 2016. https://doi.org/10.1787/5jlvcvb6ses6-en
RAZA, M. A., AMAN, M. M., KUMAR, L., AL-KHASAWNEH, M. A., FAHEEM, M., & EHYAEI, M. A. Carbon neutrality and economic stability nexus: An integrated renewable energy transition to decarbonize the energy sector. Energy Reports, 2025, 13, 4586–4608. https://doi.org/10.1016/j.egyr.2025.04.011
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