Asymmetric effects on asymmetry: The resilience of ESG indices

• High-order-moment spillovers between S&P500 and ESG ETFs are tested • A Gram-Charlier extension with high-order-moment spillovers is implemented • ESG markets are not immune to cross-kurtosis transmission • Governance and Socially concerned assets are resilient to cross-skewness • Environmentally concerned assets present cross-skewness linkages to S&P500 This paper implements a recently developed multivariate volatility model, based on multivariate Gram-Charlier expansions, that incorporates high-order moment spillovers across assets, to examine the skewness and kurtosis transmission between the S&P500 index and Environmental, Social and Governance (ESG) based Exchange Traded Funds (ETFs). The evidence shows that ESG ETFs are not immune to tail dependence transmission (cross-kurtosis spillover). However, Governance and Social focused assets appear more resilient to transitory shocks originating in other markets (cross-skewness spillover). Interestingly, Environment-focused ETFs exhibit significant cross-skewness linkages with traditional market indices.

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Publication Details

Journal
Finance research letters
Published
2026-03-03
DOI
https://doi.org/10.1016/j.frl.2026.109737
Primary Topic
Complex Systems and Time Series Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

Asymmetric effects on asymmetry: The resilience of ESG indices

Javier Guzmán Perote, Inés Jiménez, Andres Mora-Valencia Mora-Valencia
Finance research letters
Complex Systems and Time Series Analysis
article

Asymmetric effects on asymmetry: The resilience of ESG indices

Javier Guzmán Perote, Inés Jiménez, Andres Mora-Valencia Mora-Valencia
article en

Abstract

• High-order-moment spillovers between S&P500 and ESG ETFs are tested • A Gram-Charlier extension with high-order-moment spillovers is implemented • ESG markets are not immune to cross-kurtosis transmission • Governance and Socially concerned assets are resilient to cross-skewness • Environmentally concerned assets present cross-skewness linkages to S&P500 This paper implements a recently developed multivariate volatility model, based on multivariate Gram-Charlier expansions, that incorporates high-order moment spillovers across assets, to examine the skewness and kurtosis transmission between the S&P500 index and Environmental, Social and Governance (ESG) based Exchange Traded Funds (ETFs). The evidence shows that ESG ETFs are not immune to tail dependence transmission (cross-kurtosis spillover). However, Governance and Social focused assets appear more resilient to transitory shocks originating in other markets (cross-skewness spillover). Interestingly, Environment-focused ETFs exhibit significant cross-skewness linkages with traditional market indices.

Finance research lettersVol. 98
Universidad de Los Andes (CO), Universidad de Salamanca (ES)
Climate action
Openalex Percentile: Top 41%
Complex Systems and Time Series Analysis
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Asymmetric effects on asymmetry: The resilience of ESG indices — Javier Guzmán Perote, Inés Jiménez, et al. · Finance research letters (2026) | TGRS Research Map | TGRS