articleEnvironmental and Sustainability IndicatorsFeb 13, 2026GOLD OA

Education, green technology, and clean energy as indicators of sustainability and resilience in BRICS economies

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Abstract

This study investigates how education, green technology, and clean energy function as explicit indicators of sustainability and ecological resilience in BRICS economies over the period 1995–2021. Moving beyond income-centered Environmental Kuznets Curve (EKC) analyses, the study employs advanced econometric techniques, including cross-sectional dependence tests, panel unit root analysis, and panel cointegration to examine long-run indicator–environment linkages between socioeconomic drivers and CO2 emissions. A panel quantile regression framework reveals that higher educational investment and increased clean energy utilization consistently reduce CO2 emissions across emission quantiles, reinforcing their role…

Citation impact

6
total citations
FWCI
104.60
Percentile
99%
References
101
Citations per year

Authors

9

Topics & keywords

Keywords
  • Sustainability
  • Resilience (materials science)
  • Energy (signal processing)
  • Clean energy
  • Sustainable development
  • Psychological resilience
  • Renewable energy
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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