Jia Liu

The Effects of Search Interface on Consumer Preferences: Evidence from a Randomized Experiment

While structured search interfaces—such as filters and sorting tools—help consumers reduce search frictions on digital platforms, they also shape how consumers encounter product information during search. This paper studies how search interface design influences revealed preferences and market outcomes. We develop a th...