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Quantile Analysis of Economic Growth, Foreign Direct Investment, and Renewable Energy on CO 2 Emissions in Brazil: Insights for Sustainable Development

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  • Fatema Fauze Moh Ben Abd Alah

    (Department of Business Administration, University Mediterranean Karpasia, Northern Cyprus, Mersin 10, Turkey)

  • Opeoluwa Seun Ojekemi

    (Department of Business Administration, University Mediterranean Karpasia, Northern Cyprus, Mersin 10, Turkey)

Abstract

Brazil, as an emerging and newly industrialized nation, presents a complex dynamic between economic advancement and environmental sustainability. This study investigates the influence of coal consumption (COAL), gross domestic product (GDP), renewable energy (REN), and foreign direct investment (FDI) on CO 2 emissions in Brazil using quarterly data from 1990Q1 to 2020Q4. Employing the Quantile-on-Quantile Kernel-Based Regularized Least Squares (QQKRLS) method and the Quantile-on-Quantile Granger Causality (QQGC) test, we uncover significant nonlinear and distributional heterogeneities in these relationships. Results show that COAL, GDP, and FDI consistently exert a positive impact on CO 2 emissions across most quantiles, whereas REN significantly reduces emissions, particularly at the upper emission quantiles. Causality analysis confirms that all four variables are significant predictors of CO 2 emissions. The study contributes methodologically by applying QQKRLS and QQGC to reveal nuanced interactions across the emissions distribution—an advancement over traditional linear approaches. Empirically, it provides Brazil-specific evidence of the dual role of FDI and economic growth in both driving emissions and offering potential for sustainable transition. Based on these findings, we recommend policies that prioritize sector-specific FDI screening to promote green technologies, accelerate investment in renewable energy infrastructure, and impose adaptive carbon pricing mechanisms that reflect the heterogeneous impact of coal and economic growth on emissions. These insights support Brazil’s climate targets and guide a balanced path toward inclusive and sustainable development.

Suggested Citation

  • Fatema Fauze Moh Ben Abd Alah & Opeoluwa Seun Ojekemi, 2025. "Quantile Analysis of Economic Growth, Foreign Direct Investment, and Renewable Energy on CO 2 Emissions in Brazil: Insights for Sustainable Development," Energies, MDPI, vol. 18(9), pages 1-18, April.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:9:p:2256-:d:1645103
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    1. Paim, Maria-Augusta & Dalmarco, Arthur R. & Yang, Chung-Han & Salas, Pablo & Lindner, Sören & Mercure, Jean-Francois & de Andrade Guerra, José Baltazar Salgueirinho Osório & Derani, Cristiane & Bruce , 2019. "Evaluating regulatory strategies for mitigating hydrological risk in Brazil through diversification of its electricity mix," Energy Policy, Elsevier, vol. 128(C), pages 393-401.
    2. Zhaoming Bi & Renyu Guo & Rabnawaz Khan, 2024. "Renewable Adoption, Energy Reliance, and CO 2 Emissions: A Comparison of Developed and Developing Economies," Energies, MDPI, vol. 17(13), pages 1-28, June.
    3. Cai, Xuesen & Wei, Changjing, 2023. "Does financial inclusion and renewable energy impede environmental quality: Empirical evidence from BRI countries," Renewable Energy, Elsevier, vol. 209(C), pages 481-490.
    4. Jahanger, Atif & Usman, Muhammad & Murshed, Muntasir & Mahmood, Haider & Balsalobre-Lorente, Daniel, 2022. "The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations," Resources Policy, Elsevier, vol. 76(C).
    5. Carvalho, N.B. & Berrêdo Viana, D. & Muylaert de Araújo, M.S. & Lampreia, J. & Gomes, M.S.P. & Freitas, M.A.V., 2020. "How likely is Brazil to achieve its NDC commitments in the energy sector? A review on Brazilian low-carbon energy perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 133(C).
    6. Wen, Chen & Xing, Yuhang & Wang, Tao & Liao, Sheng & Gao, Ke, 2025. "How do green supply chain management and renewable energy consumption influence carbon emissions in China and India? A comparative analysis," Energy Economics, Elsevier, vol. 143(C).
    7. Pereira, Amaro Olimpio & Cunha da Costa, Ricardo & Costa, Cláudia do Vale & Marreco, Juliana de Moraes & La Rovere, Emílio Lèbre, 2013. "Perspectives for the expansion of new renewable energy sources in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 23(C), pages 49-59.
    8. Pata, Ugur Korkut, 2018. "The influence of coal and noncarbohydrate energy consumption on CO2 emissions: Revisiting the environmental Kuznets curve hypothesis for Turkey," Energy, Elsevier, vol. 160(C), pages 1115-1123.
    9. Shahbaz, Muhammad & Kumar Tiwari, Aviral & Nasir, Muhammad, 2013. "The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa," Energy Policy, Elsevier, vol. 61(C), pages 1452-1459.
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