Quantile Spillover and Portfolio Shielding: Analyzing ESG Stocks and Commodity Markets Through the QVAR
Susovon Jana et al.
What the paper says
It is crucial to understand how environmentally friendly investments are interrelated with commodity futures. This study examines the quantile connectedness among global environmental, social and governance (ESG) stocks and commodities using the quantile vector autoregression (QVAR) approach on data spanning from May 2017 to April 2024. The findings exhibit higher return spillover in lower and upper quantiles and less spillover in the median quantile. Furthermore, during the COVID-19 pandemic and the Russia–Ukraine war, connectedness has increased among ESG stocks and commodities in all market conditions. Further analysis indicates that Europe ESG leaders (EU_ESG) and USA ESG leaders (US_ESG) serve as diversifiers in all market scenarios, but world ESG leaders (WL_ESG) act as a diversifier just in the natural market. Emerging markets ESG leaders (EM_ESG) generally function as a risk absorber and, in calm times, act as a hedge against developed ESG shocks. Finally, gold functions as a safe haven in crises for environmentally friendly investments. Our findings provide valuable information to investors, policymakers and portfolio managers regarding portfolio diversification. JEL Classifications: O16, C58, C61, G41
Evidence weight
Balanced mode · F 0.40 / M 0.15 / V 0.05 / R 0.40
| F · citation impact | 0.50 × 0.4 = 0.20 |
| M · momentum | 0.50 × 0.15 = 0.07 |
| V · venue signal | 0.50 × 0.05 = 0.03 |
| R · text relevance † | 0.50 × 0.4 = 0.20 |
† Text relevance is estimated at 0.50 on the detail page — for your query’s actual relevance score, open this paper from a search result.