Common factors behind companies’ Environmental ratings
本文通过相关性分析、主成分分析和面板数据回归，找出三家数据提供商环境评级中的共同因素，发现主要与自然资源管理相关，有助于简化ESG分析。
The increasing interest in sustainability within economics and finance has led to the widespread adoption of Environmental, Social, and Governance (ESG) metrics, expressed as ratings or indices, to assess the sustainable performance of companies. However, inconsistencies among data providers stem not only from definitional differences but also from disagreements on how to measure ESG factors. This paper proposes a novel approach by conversely focusing on ESG factors common to data providers. Through three empirical approaches – correlation analysis, principal component analysis, and panel data regressions – we aim to understand the shared components shaping common ESG metrics, particularly in the Environmental Pillar. Our findings emphasize a limited number of indicators that act as common factors across three providers, primarily concerning managing natural resources. This commonality emerges despite the different perspectives adopted by the rating agencies — such as risk management, corporate impact management, and integration into corporate strategy. This analysis offers valuable insights for companies, financial institutions, practitioners, scholars, and policymakers, enabling more concise information for analyses and decision-making in their respective fields. • We explore ESG ratings by looking for common factors across data providers. • We focus on E-scores from MSCI, Moody’s, and FactSet to identify common components. • We find commonalities across indicators mainly related to quantitative measures. • Our findings help to streamline ESG analysis and enhance sustainable decision-making.