ArticleEnergy economics2023
COVID-19 and the quantile connectedness between energy and metal markets.
Article in Energy economics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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.
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Who cites it
5 citing papers in PubMed.
- How do price spillovers between natural gas and copper-aluminum markets differ in international vs. Chinese contexts?PloS one · 2026Article
- Revisiting price linkages between London and Shanghai base metal futures markets: A time-frequency connectedness analysis.PloS one · 2026Article
- COVID-19 pandemic, Russia-Ukraine conflict and shale gas development: Evidence from fractional integration.Heliyon · 2024Article
- Quantile connectedness in agri-commodity markets: What has changed over past six decades?Heliyon · 2023Article
- Dynamic connectedness and network in the high moments of cryptocurrency, stock, and commodity markets.Financial innovation · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study analyzes the relationship between clean and dirty energy sources and energy metals during the COVID-19 pandemic. We document a sharp increase in connectedness after the COVID-19 pandemic, that is asymmetric at the lower and upper quantiles, with stronger dependence among the variables at the upper quantiles. Among the energy metals, cobalt is the least connected to the energy markets. Finally, our empirical results show a switch in the net connectedness indexes of energy metals and clean energy after January 2021. Our results have implication for investors and policy makers for energy and metal under various market conditions.
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