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隐性歧视

Subtle Discrimination
The Journal of Finance · 2026 · ELENA S. PIKULINA、Daniel Ferreira

中文摘要

我们提出隐性歧视的概念——即无法被客观认定为歧视的偏倚性行为。当候选者通过投资技能来竞争晋升时,企业的隐性偏倚会诱发受歧视候选者在晋升利害关系较低时过度投资(以区别于受偏好候选者),而在利害关系较高的情境下投资不足(预期晋升概率较低)。这种不对称性意味着,隐性歧视会提高低生产率企业的利润,但会降低高生产率企业的利润。尽管隐性偏倚程度较小,却会在技能与晋升结果上造成巨大差距。我们进一步在股权分析、贷款、资金流动、银行业职业发展以及创业融资等情境中推导出相关预测。

Abstract

ABSTRACT 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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