ArticleScientific reports2025
Unveiling the drivers of environmental performance by investigating the Nexus of energy, economic complexity and institutional quality in G7 nations.
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 1 paper.
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
1 citing paper in PubMed.
- From complexity to resilience: clean innovation reshapes the load capacity curve dynamics.Carbon balance and management · 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Human activities have significantly increased emissions due to the economic expansion of the 21st century and prevalent production and energy consumption patterns. Nevertheless, attaining a decrease in emission levels necessitates a proactive stance towards ecological sustainability, encompassing inventive tactics and a deliberate adoption of contemporary technologies. This study is motivated by the urgent need to address the rising ecological footprint due to unsustainable energy use and economic activities, especially within G7 economies. The study aims to examine the impact of energy consumption, institutional quality, globalization, economic complexity, and fossil fuel use on the ecological footprint, emphasizing the need for sustainable practices using PMG-ARDL for data 2000-2021. The analysis indicates a strong positive association between ecological footprints and the utilization of fossil fuels, globalization, institutional quality, and renewable energy sources. Conversely, economic complexity shows a significant negative correlation with long-term footprints. The findings suggest that G7 economies should adopt innovative technologies and prioritize renewable energy to optimize energy use, fostering sustainability and reducing ecological harm.
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Registered trials
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