The conventional taxi industry is facing a profound change driven by new ride-hailing apps. Although concerns about operator compensation and regulatory challenges persist, these mobile solutions provide a greater convenient to potentially more affordable choice to possessing a personal car . Moving forward, integrated mobility solutions that combi