Mode Choice Analysis is a critical component of transportation planning that evaluates how individuals select among different transportation options, such as car, bus, or bicycle. It helps in understanding travel behavior and forecasting travel demand, which is essential for infrastructure development and policy-making to improve mobility and reduce congestion.