On predicting ESG ratings using dynamic company networks

• Main Authors: ANG, Gary, GUO, Zhiling, LIM, Ee-peng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Sustainability; ESG; dynamic networks; knowledge graphs; machine learning; econometric; panel models; Databases and Information Systems; Environmental Sciences
• Online Access: https://ink.library.smu.edu.sg/sis_research/8024; https://ink.library.smu.edu.sg/context/sis_research/article/9027/viewcontent/3607874_pvoa_cc_by.pdf
• Institution: Singapore Management University

Environmental, social and governance (ESG) considerations play an increasingly important role due to the growing focus on sustainability globally. Entities, such as banks and investors, utilize ESG ratings of companies issued by specialized rating agencies to evaluate ESG risks of companies. The pro...