Impact of local government environmental attention on corporate total factor productivity: Evidence from 288 Chinese cities

Journal of Environmental Management, Journal Year: 2025, Volume and Issue: 374, P. 124052 - 124052

Published: Jan. 8, 2025

Language: Английский

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From values to value: exploring the dual impact of national spirit on corporate ESG performance

Journal of Accounting Literature, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 29, 2025

Language: Английский

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The Ties that Bind or Those That Tear US APART? Co-CEO Constellations and ESG Performance in Family Firms

Journal of Business Ethics, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 14, 2025

Language: Английский

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Bayesian learning models to measure the relative impact of ESG factors on credit ratings

International Journal of Data Science and Analytics, Journal Year: 2023, Volume and Issue: unknown

Published: July 1, 2023

Abstract Artificial intelligence methods, based on machine learning models, are rapidly changing financial services, and credit lending in particular, complementing traditional bank with platform lending. While technologies improve user experience possibly lower costs, they may increase risks and, the model that derive from inaccurate rating assessments. In this paper, we will show how to reduce such risks, using a S.A.F.E. statistical model, which improves: Sustainability, taking environmental, social governance factors into account; Accuracy, building maximises predictive accuracy; Fairness, merging ESG scores different data providers, improving their representativeness; Explainability, clarifying relative contribution of each score accuracy.

Language: Английский

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Causal complexity analysis of ESG performance

Journal of Business Research, Journal Year: 2023, Volume and Issue: 170, P. 114327 - 114327

Published: Oct. 11, 2023

Language: Английский

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