Pricing rides as option contracts: guarantees and memberships under travel-time uncertainty

Mohamad Elmasri, Mingze Li, Yunran Wei

Modern ride-share platforms must commit to a price before a trip is taken, yet the realized fare depends on travel time that is uncertain at the moment of sale, which can occur day…