Comparative Analysis of Cryptocurrency Portfolio Strategies Integrating ESG Criteria Across Market Conditions and Time Periods

Yotaek Chaiyarit, P. Phuensane
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Abstract

Objective: This study investigates how Environmental, Social, and Governance (ESG) criteria can be integrated into cryptocurrency portfolio strategies, evaluating their performance across different market conditions and time periods.   Theoretical Framework: This research is based on Modern Portfolio Theory (MPT) and principles of ESG investing. The study uses Markowitz's mean-variance optimization and the triple bottom line approach to understand the benefits of ESG integration in investment strategies.   Method: The research involves a comparative analysis of various cryptocurrency portfolio strategies, including Buy-and-Hold, Simple Moving Average (SMA), MinVar, and MaxSharpe. Data was collected daily from October 1, 2016, to September 31, 2021. The study uses mean-variance analysis to assess risk-return profiles, incorporating ESG factors into the evaluation framework.   Results and Discussion: The results show that the Buy-and-Hold strategy consistently yielded the highest returns across most portfolios. However, during volatile periods, strategies like MinVar and MaxSharpe provided better risk-adjusted returns. The discussion contextualizes these results within the theoretical framework, highlighting how ESG integration enhances risk management and aligns investments with sustainable development goals (SDGs).   Research Implications: This research suggests that integrating ESG criteria into cryptocurrency portfolios can improve risk management and align investments with sustainability goals. These findings have practical implications for investment strategy development and sustainable finance practices.   Originality/Value: This study offers a unique analysis of cryptocurrency portfolio strategies that incorporate ESG criteria. Its findings are relevant for influencing sustainable investment practices and optimizing cryptocurrency portfolios in line with ESG principles.
在不同市场条件和时间段内整合 ESG 标准的加密货币投资组合策略比较分析
目的:本研究探讨了如何将环境、社会和治理(ESG)标准纳入加密货币投资组合策略,并对其在不同市场条件和时间段内的表现进行了评估。理论框架:本研究基于现代投资组合理论(MPT)和环境、社会和治理投资原则。研究采用马科维茨的均值-方差优化和三重底线法来理解将环境、社会和公司治理纳入投资策略的益处。方法:研究涉及各种加密货币投资组合策略的比较分析,包括买入并持有、简单移动平均法(SMA)、MinVar 和 MaxSharpe。数据收集时间为 2016 年 10 月 1 日至 2021 年 9 月 31 日期间的每日数据。研究采用均值-方差分析来评估风险-收益情况,并将环境、社会和治理因素纳入评估框架。结果与讨论:结果表明,在大多数投资组合中,买入并持有策略始终获得最高回报。然而,在波动时期,MinVar 和 MaxSharpe 等策略提供了更好的风险调整回报。讨论将这些结果与理论框架相结合,强调了 ESG 整合如何加强风险管理,并使投资与可持续发展目标(SDGs)保持一致。研究意义:这项研究表明,将环境、社会和公司治理标准纳入加密货币投资组合可以改善风险管理,并使投资与可持续发展目标保持一致。这些发现对投资战略制定和可持续金融实践具有实际意义。原创性/价值:本研究对包含环境、社会和公司治理标准的加密货币投资组合策略进行了独特的分析。研究结果对影响可持续投资实践和优化符合环境、社会和公司治理原则的加密货币投资组合具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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