openalexHumanities and Social Sciences Communications2026-07-23
Do ESG negative emotions on social media improve ESG disclosure quality? A study based on machine learning methods
ESG information has become a focus of attention for stakeholders. The study takes Chinese A-share listed companies from 2011 to 2021 as the research sample and employs the Word2vec algorithm and BERT model from machine learning methods to measure ESG negative emotions on social m…