This study aims to understand ways to affect how riders perceive and provide feedback to drivers through technology intervention. Particularly, we investigate how presenting drivers’ personal profile under different trip conditions may lead to differences in the ways riders may provide feedback. We hypothesize that riders will provide positive feedback when provided drivers’ personal information when the trip goes well, and that riders will provide less negative feedback when provided drivers’ personal information when the trip goes bad due to uncontrollable reasons.