Interpretable predictive model for listed companies ESG greenwashing based on XGBoost and SHAP.
Jianfeng Z; Tiantian Q
The study talks about using special computer programs to predict if companies are pretending to be environmentally friendly, called greenwashing. The researchers used a special algorithm and tested it on companies in China to see how well it works. They found that their method worked really well, especially for some types of companies.