ABSTRACT Environmental, Social, and Governance (ESG) concerns have increasingly encouraged firms to enhance transparency through sustainability reporting, particularly in the energy sector, which faces substantial environmental risks. The presence of female directors is often assumed to influence sustainability disclosure decisions. However, regulatory shifts and the masculine nature of the en…