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Author

Yu Liu

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Open access Aug 2026

Does Corporate D&I Engagement Payoff? Insights from Cost of Debt Analysis

The study explores how a firm’s Diversity and Inclusion (D&I) initiatives affect its costs of debt. We find that only third-party verified D&I controversies significantly raise firms’ bond yield spreads at issuance, while self-reported D&I performance has no significant impact. Our findings suggest that the discrepancy...

Liang Guo, Lin Zhao, Yu Liu et al. · 0 citations
Jul 2026

Machine learning models for prediction of emerging pollutants' risk in Daphnia magna.

A Daphnia magna acute toxicity (EC50) database for 170 compounds across several classes of emerging pollutants, including per- and polyfluoroalkyl substances (PFASs) and organophosphate esters (OPEs), is curated using public databases and literature.

Tian-Qin Wang, Yu Liu, Xiaoqing Wang et al. · 0 citations

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