面向从业人员的资产负债管理中的可持续股权歧视:实用方法

Qeios Pub Date : 2024-03-22 DOI:10.32388/4bcbzh.2
Solène Queffeulou, Pierre-Alexandre Etienne, Romain Gauchon
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引用次数: 0

摘要

背景:随着金融业越来越重视负责任的投资,保险公司也在积极寻求方便用户的方法,将股票的可持续发展标准纳入其资产与负债管理流程:本文旨在介绍一种以从业人员为中心的新方法,其重点是无缝整合公开可用的环境、社会和治理 (ESG) 标准。方法:建议的方法包括利用可获取的可持续发展数据,利用聚类技术构建可持续股票指数和非包含股票的补充指数。随后,通过应用马科维茨方法生成有效前沿。结果:两个构建的指数表现出相似的趋势,ESG 指数表现优异,尽管波动性略高。这种绩效差异也反映在战略资产配置上,ESG 类资产优于非 ESG 类资产:研究结果表明,金融机构完全可以利用公开数据成功开发出自己的可持续发展指数。虽然我们构建的环境、社会和公司治理指数在本研究中表现优异,但要推广这一结果,必须进一步研究其他数据来源。
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Sustainable Equity Discrimination in Asset Liability Management for Practitioners: A Practical Approach
CONTEXT: As the financial sector increasingly emphasizes responsible investment, insurance companies are actively seeking user-friendly approaches to incorporate sustainability criteria for equities into their Asset and Liability Management processes. OBJECTIVES: This paper aims to introduce a novel practitioner-centric methodology focused on seamlessly integrating publicly available Environmental, Social, and Governance (ESG) criteria. The objective is also to ensure ease of implementation for companies, emphasizing independence from ESG scoring provided by private data providers. METHODS: The proposed approach involves leveraging accessible sustainability data to construct both a sustainable equity index and a complementary index for non-included shares, utilizing clustering techniques. Subsequently, an efficient frontier is generated through the application of the Markowitz methodology. The effectiveness of the method is demonstrated through its application to a real portfolio, showcasing stability with a notable emphasis on sustainable assets, guided by the efficient reallocations suggested by the Markowitz model. RESULTS: Both constructed indices exhibit similar trends, with the ESG index outperforming, albeit with slightly higher volatility. This performance discrepancy is mirrored in the strategic asset allocation, where a preference is given to the ESG class over the non-ESG class. IMPLICATIONS AND LIMITATIONS: The findings suggest the feasibility of a financial institution successfully developing its own cohesive sustainability index using solely publicly available data. While our constructed ESG index demonstrated superior performance in this study, further research involving alternative data sources is essential to generalize this result.
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