Practical Applications of An Integrated Approach to Quantitative ESG Investing

Mike Chen, George Mussalli
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Abstract

Practical Applications Summary In An Integrated Approach to Quantitative ESG Investing, from the February 2020 issue of The Journal of Portfolio Management, authors Mike Chen and George Mussalli (both of PanAgora Asset Management) propose a novel quantitative framework for optimizing both alpha and the environmental, social, and corporate governance (ESG) aspects of a portfolio. Although investors, especially those in the millennial generation, have become increasingly interested in the ESG aspects of the companies within their portfolios, there has not yet been a well-defined process for constructing portfolios that factors ESG principles into a strictly return-oriented model. Chen and Mussalli’s approach is based on three pillars: ESG factors that may also be alpha factors, a unique materiality value that links ESG considerations to alpha, and a portfolio construction framework that is informed by an investor’s ESG preferences. The key strengths of this integrated ESG modeling framework are its flexibility, relevancy, and dynamic nature. TOPICS: Portfolio theory, portfolio construction, ESG investing
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量化ESG投资综合方法的实际应用
在《投资组合管理杂志》2020年2月号的《量化ESG投资综合方法》中,作者Mike Chen和George Mussalli(均来自PanAgora资产管理公司)提出了一个新的量化框架,用于优化投资组合的alpha和环境、社会和公司治理(ESG)方面。尽管投资者,尤其是千禧一代的投资者,对投资组合中公司的ESG方面越来越感兴趣,但目前还没有一个明确的流程来构建投资组合,将ESG原则纳入严格的回报导向模型。Chen和Mussalli的方法基于三个支柱:ESG因素(也可能是alpha因素),将ESG考虑因素与alpha联系起来的独特重要性价值,以及根据投资者的ESG偏好提供信息的投资组合构建框架。这个集成ESG建模框架的关键优势在于它的灵活性、相关性和动态性。主题:投资组合理论、投资组合构建、ESG投资
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