Ride-hailing apps are mobile applications that allow users to book transportation services from drivers using their personal vehicles, connecting riders with drivers through a digital platform. These apps have revolutionized the way people access transportation, making it easier and faster to secure rides while also creating new economic opportunities for drivers. The impact of ride-hailing apps extends beyond just transportation, influencing social interactions, labor markets, and urban mobility.