Vittoria Di Felice, Giacomo Morelli
2026.4.2ANNALS OF OPERATIONS RESEARCH
Abstract
In light of the recent policy developments, such as the 2015 Paris Agreements, which steers financial markets towards more sustainable investments, understanding the risk-return dynamics of environmentally focused portfolios becomes crucial. This research proposes a new methodological approach to quantify the trade-off between sustainability and financial performance, the Green Mean-to-CVaR frontier. Measuring the environmental impact using well established environmental metrics, such as the E (Environmental) score and the Greenhouse gas (GHG) emissions, we explore this topic in the mean-Conditional Value at Risk (CVaR) space where we derive the green Mean-to-CVaR (MtC) efficient frontier. We focus our analysis on the European stock market, using data from the STOXX Europe 600 for the period 03/01/2007 30/12/2019. We find that portfolios with higher E score (lower GHG) have lower CVaR and lower expected return. Above a certain threshold of the green metric only inefficient portfolios are obtained. The sectoral analysis confirms the findings across all sectors except Energy, where higher E scores (lower GHG) correspond to increased risk.
Citation format
FELICE, Vittoria Di; MORELLI, Giacomo. Sustainability and financial risk: The green mean-to-cvar efficient frontier. ANNALS OF OPERATIONS RESEARCH, 2026.