Multifractal Detrended Cross‐Correlation Patterns in the Dynamics of the Global Energy and Green Investment Markets: Insights From Pre‐ <scp>COVID</scp> ‐19 and Pandemic Experiences

ABSTRACT Despite the increasing concentration on the budding, but yet immature, green investment markets, less empirical information is known on their multifractal and efficiency behaviour, with no study particularly linking these to the crude oil market. In addition, how the recent COVID‐19 affects the multifractality and cross‐correlation between oil price and the green investment assets remains unexamined in the literature. Filling these gaps, this study employs novel multifractal techniques that cut across univariate, multiscale, and cross‐correlation analyses. We find that oil price and all the green investment assets are strongly multifractal in behaviour before and during the COVID‐19 pandemic, although the pandemic intensifies persistence and market inefficiency. Moreover, the multifractality is established to vary across scales, thereby making it to be complex and heterogeneous. On a final note, oil price has a strong multifractal cross‐correlation with all the green investment assets, and this is more pronounced during the pandemic. Thus, the oil and green investment markets are closely knitted. These findings are followed with suitable policy implications for investors who desire to effectively assess and manage financial risks and policymakers that desire optimal performance of the markets to achieve the goal of a carbon‐friendly economy.

Authors

Institutions

Publication Details

Journal
International Journal of Finance & Economics
Published
2025-03-06
DOI
https://doi.org/10.1002/ijfe.3139
Citations
1
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
3.13
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multifractal Detrended Cross‐Correlation Patterns in the Dynamics of the Global Energy and Green Investment Markets: Insights From Pre‐ COVID ‐19 and Pandemic Experiences

Johnson A. Oliyide, حسن حیدری, Oluwasegun B. Adekoya, Umer Shahzad et al.
1 citations
International Journal of Finance & Economics
Market Dynamics and Volatility
3.13
article

Multifractal Detrended Cross‐Correlation Patterns in the Dynamics of the Global Energy and Green Investment Markets: Insights From Pre‐ COVID ‐19 and Pandemic Experiences

Johnson A. Oliyide, حسن حیدری, Oluwasegun B. Adekoya, Umer Shahzad, Hamed Tajmir Riahi
article en
1 citations

Abstract

ABSTRACT Despite the increasing concentration on the budding, but yet immature, green investment markets, less empirical information is known on their multifractal and efficiency behaviour, with no study particularly linking these to the crude oil market. In addition, how the recent COVID‐19 affects the multifractality and cross‐correlation between oil price and the green investment assets remains unexamined in the literature. Filling these gaps, this study employs novel multifractal techniques that cut across univariate, multiscale, and cross‐correlation analyses. We find that oil price and all the green investment assets are strongly multifractal in behaviour before and during the COVID‐19 pandemic, although the pandemic intensifies persistence and market inefficiency. Moreover, the multifractality is established to vary across scales, thereby making it to be complex and heterogeneous. On a final note, oil price has a strong multifractal cross‐correlation with all the green investment assets, and this is more pronounced during the pandemic. Thus, the oil and green investment markets are closely knitted. These findings are followed with suitable policy implications for investors who desire to effectively assess and manage financial risks and policymakers that desire optimal performance of the markets to achieve the goal of a carbon‐friendly economy.

International Journal of Finance & EconomicsVol. 31(1)
Kharazmi University (IR), Guangdong University Of Finances and Economics (CN), Guangdong University of Finance (CN), University of Houston (US), University of Maine (US)
Openalex Percentile: Top 10%
Market Dynamics and Volatility
3.13
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Multifractal Detrended Cross‐Correlation Patterns in the Dynamics of the Global Energy and Green Investment Markets: Insights From Pre‐ <scp>COVID</scp> ‐19 and Pandemic Experiences — Johnson A. Oliyide, حسن حیدری, et al. · International Journal of Finance & Economics (2025) | TGRS Research Map | TGRS