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ESG Assessment Using Machine Learning by Valentin Burca is a document available to read on EtoBox.

What is ESG Assessment Using Machine Learning about?

This document presents a machine learning framework developed to assess corporate sustainability by tracking environmental, social, and governance (ESG) indicators from the reports of the 600 largest listed corporations in Europe from 2014 to 2023. The analysis reveals a transparency gap in ESG disclosures, with top-rated companies providing significantly more information than lower-rated ones, although this gap has narrowed over time. The findings indicate uneven improvements in ESG performance, particular

Author

Valentin Burca

Language

EN