UNCOVERING DIVERSIFICATION BENEFITS: RETURN SPILLOVERS IN USA ESG AND NON-ESG ORIENTED BANKS

Madiha Zafar, Muhammad Owais Qarni
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Abstract

Financial products are interconnected through the balance sheet and affect the overall economic system by connectedness. Investors are interested in the connectedness of markets, so our study investigated spillover dynamics and their influence on ESG and non-ESG-oriented banks in the USA. Our dataset comprises 2319 observations from January 1, 2015, to November 22, 2023. We employed the spillover index of Diebold and Yilmaz (2012) to conduct an extensive analysis of ESG-oriented and non-ESG-oriented banks in the USA. The study uncovered significant differences in interconnectedness and spillover effects between ESG-oriented and non-ESG-oriented banks, particularly during regular periods and the COVID-19 pandemic. ESG-oriented banks, in particular, exhibit higher levels of interconnectedness, with notable spillovers among themselves, indicating a need for cross-market diversification to manage risk. In contrast, non-ESG-oriented banks demonstrate lower interconnectedness and spillover effects. The study highlights the potential benefits of portfolio diversification across ESG and non-ESG banks. The research concludes that such diversification can offer significant risk reduction benefits. Findings suggested that banks must incorporate ESG and non-ESG investments in their portfolio to mitigate overall risk. Banks’ adoption of ESG standards may lead to investing in fewer projects, leading to ESG constraints in portfolio optimization. In this way, ESG investment restricts and constrains the diversification of portfolios, which increases risk and contagion.
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揭示多样化的益处:美国经济增长银行和非经济增长银行的回报溢出效应
金融产品通过资产负债表相互关联,并通过关联性影响整个经济系统。投资者对市场的关联性很感兴趣,因此我们的研究调查了溢出动态及其对美国以 ESG 和非 ESG 为导向的银行的影响。我们的数据集包括 2015 年 1 月 1 日至 2023 年 11 月 22 日的 2319 个观测值。我们采用 Diebold 和 Yilmaz(2012 年)的溢出指数对美国的 ESG 型银行和非 ESG 型银行进行了广泛分析。研究发现,ESG导向型银行和非ESG导向型银行在相互关联性和溢出效应方面存在显著差异,尤其是在常规时期和COVID-19大流行时期。以环境、社会和公司治理为导向的银行尤其表现出更高水平的相互关联性,它们之间的溢出效应也很明显,这表明有必要进行跨市场多样化以管理风险。相比之下,非 ESG 型银行的相互关联度和溢出效应较低。研究强调了在 ESG 银行和非 ESG 银行之间进行投资组合多样化的潜在好处。研究得出结论,这种多样化可以带来显著的风险降低效益。研究结果表明,银行必须将 ESG 和非 ESG 投资纳入其投资组合,以降低整体风险。银行采用 ESG 标准可能会导致投资项目减少,从而在优化投资组合时受到 ESG 限制。这样,ESG 投资限制和制约了投资组合的多样化,从而增加了风险和传染性。
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