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Author

Sabrine Ben Ammar

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Open access Oct 2026

Machine-Learning-Guided Control Selection in ESG–Performance Models: Evidence from a Global Firm Panel

This study examines the relationship between environmental, social, and governance (ESG) performance and firm financial performance while considering the moderating role of institutional quality and the sensitivity of the results to control-variable selection. The analysis uses 68,244 firm-year observations for 6204 li...

Meriem Youssef, Sabrine Ben Ammar · 0 citations

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