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Beyond Resource Use: XGBoost Reveals Unexpected Drivers of Corporate CO2 Emissions

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  • Alexandre Clement
  • Élisabeth Robinot
  • Léo Trespeuch

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  • Alexandre Clement & Élisabeth Robinot & Léo Trespeuch, 2025. "Beyond Resource Use: XGBoost Reveals Unexpected Drivers of Corporate CO2 Emissions," Contemporary Economics, Vizja University, vol. 19(2), June.
    • Handle: RePEc:wyz:journl:id:769
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    References listed on IDEAS

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    1. Sakis Kotsantonis & George Serafeim, 2019. "Four Things No One Will Tell You About ESG Data," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(2), pages 50-58, June.
    2. Kumar Ramesh & Raiswa Saha & Susoban Goswami & Sekar & Richa Dahiya, 2019. "Consumer's response to CSR activities: Mediating role of brand image and brand attitude," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(2), pages 377-387, March.
    3. Alexandre Clément & Élisabeth Robinot & Léo Trespeuch, 2022. "Improving ESG Scores with Sustainability Concepts," Sustainability, MDPI, vol. 14(20), pages 1-15, October.
    4. Samuel Drempetic & Christian Klein & Bernhard Zwergel, 2020. "The Influence of Firm Size on the ESG Score: Corporate Sustainability Ratings Under Review," Journal of Business Ethics, Springer, vol. 167(2), pages 333-360, November.
    5. Sprinkle, Geoffrey B. & Maines, Laureen A., 2010. "The benefits and costs of corporate social responsibility," Business Horizons, Elsevier, vol. 53(5), pages 445-453, September.
    6. Khaled Saadaoui & Teerooven Soobaroyen, 2018. "An analysis of the methodologies adopted by CSR rating agencies," Post-Print hal-01954551, HAL.
    7. Jeffrey Harrison & Joseph Coombs, 2012. "The Moderating Effects from Corporate Governance Characteristics on the Relationship Between Available Slack and Community-Based Firm Performance," Journal of Business Ethics, Springer, vol. 107(4), pages 409-422, June.
    8. Duygu Turker, 2009. "Measuring Corporate Social Responsibility: A Scale Development Study," Journal of Business Ethics, Springer, vol. 85(4), pages 411-427, April.
    9. Mahabubur Rahman & M. Ángeles Rodríguez-Serrano & Anisur Faroque, 2021. "Corporate environmentalism and brand value: A natural resource-based perspective," Post-Print hal-03419446, HAL.
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