Knowledge Agora



Similar Articles

Title ESG scoring and forecasting in China: advancing sustainable business with multidimensional modeling
ID_Doc 34534
Authors David, LK; Wang, JL; Angel, V; Amjad, N
Title ESG scoring and forecasting in China: advancing sustainable business with multidimensional modeling
Year 2023
Published
Abstract The triad of Environmental, Social, and Governance (ESG) determinants in the contemporary global business environment has become integral to corporate longevity and ethical performance. With China's significant economic influence and unique socio-cultural tapestry, understanding its ESG dynamics is crucial for domestic and international stakeholders. This comprehensive research introduces an innovative multidimensional ESG scoring paradigm designed for the Chinese market. Built on a robust data foundation from Bloomberg, this model encompasses an 11-year trajectory of 1,496 companies, making it one of the most exhaustive studies in this domain. Integrating advanced mathematical and machine learning models and techniques augments the model's predictive accuracy and ensures its resilience to rigorous validation processes. By delving deep into the complexities of China's ESG landscape, this study elucidates the intricate interdependencies of these factors, thereby offering a roadmap for sustainable business practices in China.
PDF

Similar Articles

ID Score Article
78503 David, LK; Wang, JL; Angel, V; Luo, ML China's ESG scorecard: A predictive machine learning model(2024)Corporate Social Responsibility And Environmental Management, 31, 4
Scroll