The Relationship Between ESG Scores and Value-at-Risk: A Vine Copula–GARCH Based Approach

Recently, the introduction of Environmental, Social, and Governance (ESG) scores has become crucial for investment decisions and in minimizing portfolio risk. This study aims to understand the relationship between ESG scores and Value-at-Risk (VaR), computed by using a Vine copula–GARCH based approach, chosen for its reliability in detecting interdependencies among multiple stocks. In fact, one of the main challenges in estimating VaR for a stock portfolio is capturing the dependence structure among a large number of assets. The dataset consists of 16 companies listed on the FTSE100 index. The corresponding ESG scores were collected over a comprehensive period of five years, from 2018 to 2022, covering both normal and stressed market conditions. Additionally, a focused analysis was conducted for the period from 2020 to 2022 to isolate the specific effects of the COVID crisis. The results indicate that an increase in assets with the highest ESG scores reduces potential losses in the portfolio. This finding underscores the importance of integrating high-level ESG scores into portfolios to mitigate market risk. Additionally, during periods characterized by stressed market conditions, the impact of ESG scores on VaR is even more pronounced, demonstrating that sustainable assets are more resilient in times of crisis.

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Publication Details

Journal
Journal of risk and financial management
Published
2024-11-18
DOI
https://doi.org/10.3390/jrfm17110517
Citations
3
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
3.39
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article

The Relationship Between ESG Scores and Value-at-Risk: A Vine Copula–GARCH Based Approach

Barbara Rogo, Stefano Demartis
3 citations
Journal of risk and financial management
Market Dynamics and Volatility
3.39
article

The Relationship Between ESG Scores and Value-at-Risk: A Vine Copula–GARCH Based Approach

Barbara Rogo, Stefano Demartis
article en
3 citations

Abstract

Recently, the introduction of Environmental, Social, and Governance (ESG) scores has become crucial for investment decisions and in minimizing portfolio risk. This study aims to understand the relationship between ESG scores and Value-at-Risk (VaR), computed by using a Vine copula–GARCH based approach, chosen for its reliability in detecting interdependencies among multiple stocks. In fact, one of the main challenges in estimating VaR for a stock portfolio is capturing the dependence structure among a large number of assets. The dataset consists of 16 companies listed on the FTSE100 index. The corresponding ESG scores were collected over a comprehensive period of five years, from 2018 to 2022, covering both normal and stressed market conditions. Additionally, a focused analysis was conducted for the period from 2020 to 2022 to isolate the specific effects of the COVID crisis. The results indicate that an increase in assets with the highest ESG scores reduces potential losses in the portfolio. This finding underscores the importance of integrating high-level ESG scores into portfolios to mitigate market risk. Additionally, during periods characterized by stressed market conditions, the impact of ESG scores on VaR is even more pronounced, demonstrating that sustainable assets are more resilient in times of crisis.

Journal of risk and financial managementVol. 17(11)
Sapienza University of Rome (IT)
Openalex Percentile: Top 6%
Market Dynamics and Volatility
3.39
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The Relationship Between ESG Scores and Value-at-Risk: A Vine Copula–GARCH Based Approach — Barbara Rogo, Stefano Demartis · Journal of risk and financial management (2024) | TGRS Research Map | TGRS