When Equality Policies Backfire: Structural Authority and the Cognitive Effects of ESG Gender Governance

Policy measures aimed at reducing gender discrimination have become central components of Environmental, Social, and Governance (ESG) frameworks, yet little is known about their relative effectiveness and cognitive consequences. This study examines three types of gender-related ESG instruments—structural, prescriptive, and aspirational—to assess whether they are associated with distinct cognitive outcomes. Drawing on policy instrument theory and status belief perspectives, we link firm-level ESG indicators to individual-level measures of explicit and implicit gender bias in publicly listed firms operating in the highly gender-imbalanced financial sector. Using cluster-robust models and quantile regression, we find a marked asymmetry across instruments. Structural representation in managerial roles is associated with lower levels of implicit gender bias. By contrast, codified and disclosure-based diversity instruments are positively associated with implicit bias and, in mean-based models, with explicit bias. Workforce-level representation and aspirational diversity targets show weak or unstable associations across measures. Taken together, these findings suggest that structural authority shifts, and symbolic equality governance do not operate symmetrically at the cognitive level. Instruments that alter authority structures appear more closely aligned with reductions in implicit bias, whereas highly visible symbolic commitments may generate countervailing cognitive responses. The study introduces a cognitive dimension to policy effectiveness and highlights the importance of examining how equality-oriented governance interacts with culturally embedded status beliefs.