The dynamic relationships among clean energy, fossil
Research gap analysis derived from 3 economics papers in our local library.
The gap
The dynamic relationships among clean energy, fossil fuel, and AI-based financial assets are not well understood. There is a lack of research on the time-frequency connectedness between clean energy, fossil fuel indices, and AI indices. The
Evidence profile
Sourced from the stated research gap and stated challenges of the source papers, classified as general, spanning 2 journals.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 3 representative gaps
- Artificial Intelligence and Volatility Connectedness in Energy Markets (2026) · World Journal of Applied Economics · doi
The dynamic relationships among clean energy, fossil fuel, and AI-based financial assets are not well understood. There is a lack of research on the time-frequency connectedness between clean energy, fossil fuel indices, and AI indices. The implications of AI for financial stability and investment decision-making are not fully explored.
generalstated research gapevidence 5/5Keywords: dynamic relationships among clean energy fossil fuel ai-based - Integrating digital financial inclusion for a greener economy in developing countries: empirical evidence on renewable energy and energy productivity from panel data analysis (2026) · Quality & Quantity · doi
The study identifies the challenge of conventional financial infrastructure inadvertently impeding the transition to renewable energy. It highlights the need to overcome the structural limitations of traditional banking. The research notes the importance of addressing the institutional and financial context within which green investments occur.
generalstated challengesevidence 5/5Keywords: study identifies challenge conventional financial infrastructure inadvertently impeding - Assessing the environmental impact of international funding for clean energy R&D in Asian economies (2026) · Quality & Quantity · doi
The study identifies a gap in understanding the relationship between international financial inflows for clean energy research and development and environmental outcomes. The analysis highlights the need to examine the relationships among finance, energy, and environmental indicators in a multidimensional context. The study notes that prior literature has focused primarily on renewable energy consumption, while public clean energy-related financial flows warrant separate empirical consideration.
generalstated research gapevidence 5/5Keywords: study identifies gap understanding relationship between international financial
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