Subtle discrimination

Pikulina, E. S. & Ferreira, D.ORCID logo (2025). Subtle discrimination. Journal of Finance, https://doi.org/10.1111/jofi.13506
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We introduce the concept of subtle discrimination—biased acts that cannot be objectively ascertained as discriminatory. When candidates compete for promotions by investing in skills, firms' subtle biases induce discriminated candidates to overinvest when promotions are low-stakes (to distinguish themselves from favored candidates) but underinvest in high-stakes settings (anticipating low promotion probabilities). This asymmetry implies that subtle discrimination raises profits in low-productivity firms but lowers them in high-productivity firms. Although subtle biases are small, they generate large gaps in skills and promotion outcomes. We derive further predictions in contexts such as equity analysis, lending, fund flows, banking careers, and entrepreneurial finance.

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