Spillovers in Europe: The role of ESG

IF 6.1 2区 经济学 Q1 BUSINESS, FINANCE Journal of Financial Stability Pub Date : 2024-02-02 DOI:10.1016/j.jfs.2024.101221
Karoline Bax , Giovanni Bonaccolto , Sandra Paterlini
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Abstract

This paper explores the relationship between environmental, social and governance (ESG) information and systemic risk, an increasingly important issue for both regulators and investors. While ESG ratings are widely used to assess a company’s non-financial performance, the impact of these factors on financial stability and systemic risk is still under debate. By extending the Forecast Error Variance Decomposition (FEVD) method with a double regularization on both the underlying vector autoregressive (VAR) parameters and the covariance matrix of the VAR residuals, we are able to address the curse of dimensionality within each estimation. This allows us to examine how vulnerable a company is and how much systemic impact a company has given its specific ESG. Looking at a larger sample of European stocks over the period 2007–2022, we empirically show that both the best and worst ESG performers have the largest impact on the financial system in normal times. However, during a crisis, companies with the best ESG ratings generate significant spillovers throughout the system. These findings highlight the importance of incorporating ESG factors into systemic risk assessments and monitoring companies’ ESG performance to ensure financial stability. Policymakers can benefit from this research by supporting investment in high ESG companies to mitigate relevant spillovers during stressed market conditions, when such companies are more interconnected.

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欧洲的溢出效应:环境、社会和治理的作用
本文探讨了环境、社会和治理(ESG)信息与系统性风险之间的关系,这对监管者和投资者来说都是一个日益重要的问题。尽管 ESG 评级被广泛用于评估公司的非财务业绩,但这些因素对金融稳定性和系统性风险的影响仍在争论之中。通过扩展预测误差方差分解(FEVD)方法,对基础向量自回归(VAR)参数和 VAR 残差的协方差矩阵进行双重正则化,我们能够解决每次估计中的维度诅咒问题。这样,我们就能考察公司的脆弱性,以及公司在特定 ESG 下的系统性影响程度。通过观察 2007-2022 年间欧洲股票的更大样本,我们实证表明,在正常时期,ESG 表现最好和最差的公司对金融体系的影响都最大。然而,在危机期间,ESG 评级最好的公司会对整个系统产生显著的溢出效应。这些发现凸显了将环境、社会和公司治理因素纳入系统性风险评估和监控公司环境、社会和公司治理表现以确保金融稳定的重要性。政策制定者可以从这项研究中获益,支持对ESG评级高的公司进行投资,以减轻在压力市场条件下的相关溢出效应,因为此时这些公司的相互关联性更高。
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来源期刊
CiteScore
7.70
自引率
9.30%
发文量
78
审稿时长
34 days
期刊介绍: The Journal of Financial Stability provides an international forum for rigorous theoretical and empirical macro and micro economic and financial analysis of the causes, management, resolution and preventions of financial crises, including banking, securities market, payments and currency crises. The primary focus is on applied research that would be useful in affecting public policy with respect to financial stability. Thus, the Journal seeks to promote interaction among researchers, policy-makers and practitioners to identify potential risks to financial stability and develop means for preventing, mitigating or managing these risks both within and across countries.
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