Implicit Discrimination and the Promotion Gap

We develop a model of implicitly biased decision-making in competitive promotions. In our model, a decision-maker needs to choose who to promote to a top position. The decision-maker always prefers a skilled agent over an unskilled one but is biased in favour of agents from a certain group when choosing among identical agents. The bias is implicit in the sense of having no direct payoff consequences for the decision-maker, and thus being imperceptible to a decision-maker who is initially unaware of it. As agents compete with each other in a promotion contest, their strategic behavior can either exacerbate or attenuate the initial decision-maker's bias. Our model shows even small biases can translate into substantial differences in promotion outcomes between groups