Common factors behind companies’ Environmental ratings

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.

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Publication Details

Journal
International Review of Financial Analysis
Published
2025-02-08
DOI
https://doi.org/10.1016/j.irfa.2025.103961
Citations
1
Primary Topic
Corporate Social Responsibility Reporting
Type
article
Field-Weighted Citation Impact
2.23

Funders

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article

Common factors behind companies’ Environmental ratings

Elisa Ossola, Matteo Pelagatti, Lucia Parisio, Gianluca Gucciardi
1 citations
International Review of Financial Analysis
Corporate Social Responsibility Reporting
2.23
article

Common factors behind companies’ Environmental ratings

Elisa Ossola, Matteo Pelagatti, Lucia Parisio, Gianluca Gucciardi
article en
1 citations

Abstract

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.

International Review of Financial AnalysisVol. 100
Ministero dell'Economia e delle Finanze (IT), European Centre for Theoretical Studies in Nuclear Physics and Related Areas (IT), University of Milano-Bicocca (IT)
European Commission
Climate action
Openalex Percentile: Top 14%
Corporate Social Responsibility Reporting
2.23
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