ArticleScientific reports2025
Harnessing technological innovation and renewable energy and their impact on environmental pollution in G-20 countries.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
9 citing papers in PubMed.
- Mapping the transition: the interplay of technology and natural disasters on sustainable energy in G20 nations.Scientific reports · 2026Article
- Study on defect detection and identification of solar photovoltaic (PV) panels based on improved YOLO11.Scientific reports · 2026Article
- The mechanisms and spatiotemporal patterns of the digital economy's effect on China's pollution reduction and carbon efficiency.Scientific reports · 2026Article
- The moderating role of environment-related technologies in the link between transportation infrastructure, agricultural, and environmental contamination in highly congested countries of the world.GM crops & food · 2025Article
- The effects of daily carbon market dynamics on urban air quality in China.Scientific reports · 2025Article
- Nitrogen-Passivated germanium carbide nanomeshes as potential catalysts for photocatalytic water splitting.Scientific reports · 2025Article
- Constructing Sulfur Vacancy-Rich NiCoNanomaterials (Basel, Switzerland) · 2025Article
- Synergistic integration of VSeScientific reports · 2025Article
- Critical success factors for successful technology innovation development in sustainable energy enterprises.Scientific reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Climate change and environmental degradation are critical global challenges, and the G-20 nations play a pivotal role in addressing these issues due to their substantial contributions to global GDP and carbon emissions. Transitioning toward renewable energy sources is imperative for mitigating CO2 emissions and achieving sustainable development. This study investigates the impact of technological innovation, gross domestic product (GDP), renewable energy consumption, economic freedom, and financial advancement on renewable energy use and environmental pollution levels in G-20 countries from 1995 to 2022. Utilizing the PMG-ARDL dynamic panel method, the research analyzes both long-term and short-term relationships among the variables. The findings reveal that technological innovation significantly boosts renewable energy adoption, with a 1% increase in technological innovation leading to a 0.33% rise in renewable energy use in the long run and a 0.17% increase in the short run. Additionally, increased renewable energy consumption is strongly associated with reductions in CO2 emissions, highlighting its critical role in promoting environmental sustainability. The study emphasizes the importance of policies designed to enhance technological innovation to foster renewable energy usage and reduce environmental pollution. It recommends expanding and reforming the technological sector to align international and local resources with renewable energy initiatives, providing a workable framework for supporting the green growth of institutions and achieving a more sustainable future for G-20 nations. This research contributes to understanding the intricate dynamics of renewable energy transitions, offering actionable insights for policymakers and stakeholders in addressing global environmental challenges.
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Registered trials
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