Tina Zhang

The Impact of Features Used by Algorithms on Perceptions of Fairness

We investigate perceptions of fairness in the choice of features that algorithms use about individuals in a simulated gigwork employment experiment. First, a collection of experimental participants (the selectors) were asked to recommend an algorithm for making employment decisions. Second, a differ…